The database

Verified finds.

This is the lab's REAL database — every runnable repo was actually cloned + executed in an isolated sandbox. No summaries of summaries, no hype — the verdict, the evidence, the date. Shown here: the ones that proved themselves. The 856 that didn't pass stay anonymous — the point is finding what works, not shaming what doesn't (many fail only inside our locked-down sandbox).

344verified finds
0production-ready
0run verified
0inspected only
344papers
1,200tested
All ✓ Production-ready ✓ Runs ◉ Inspected only Reference Skills MCP
REFERENCELibraryadded 2026-09-05 · read + distilled

Thumbnailator

Thumbnailator is a Java library for generating high-quality image thumbnails.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

Latency-Aware Orchestration for Multi-Agent LLM Workflows on Heterogeneous GPUs

This paper presents a prediction-guided runtime system for scheduling multi-agent LLM workflows on heterogeneous GPU pools.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

FlowTT: Exploiting Computation Flow Reuse in Irregular Tensor-Train Embedding

FlowTT is a GPU execution framework designed to optimize Tensor-Train (TT) decomposition for embedding tables in recommendation models.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

JuPyLive: Seamless Migration of Jupyter Notebook Resources from Laptop to HPC

JuPyLive is a mechanism that allows users to migrate Jupyter notebooks between local workstations and remote High-Performance Computing (HPC) clusters.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-05 · read + distilled

LLMInternSkill

LLMInternSkill is a Codex Skill designed to help users prepare for LLM internship interviews by polishing resumes, tailoring them to specific job desc.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-05 · read + distilled

DeepCamera

DeepCamera is an open-source platform for AI-powered home surveillance that uses local Vision-Language Models (VLMs) and object detection models to an.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-05 · read + distilled

modeltest: Personal LLM Engineering Maintenance Evaluation Harness

A frozen, self-hosted evaluation suite that measures LLM performance on a complex, multi-module Python and ESP32 firmware maintenance task.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-05 · read + distilled

OpenSearch

OpenSearch is an open-source, distributed, and RESTful search engine and observability suite.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-05 · read + distilled

Nebula Overlay Networking Tool

Nebula is a scalable, peer-to-peer overlay networking tool that creates secure, encrypted virtual networks across the internet.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-05 · read + distilled

Anki

Anki is a smart spaced repetition flashcard program designed for long-term memory retention.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

2608.31097

This is an arXiv paper identified by the ID 2608.31097.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-05 · read + distilled

CubeSandbox

CubeSandbox is a high-performance, secure sandbox service built on RustVMM and KVM for AI agents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

Leaflet

Leaflet is a lightweight, open-source JavaScript library for building interactive maps.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-05 · read + distilled

HumanLayer Claude Code Skills

A collection of specialized prompt-based skills for Claude Code that automate specific development tasks.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

pve-microvm

A Debian package that extends Proxmox VE to run QEMU microVMs, providing hardware isolation with near-container boot speeds.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

poc-php-wasm

A proof-of-concept repository demonstrating how to execute untrusted WebAssembly code within a PHP environment using FFI and the Wasmtime runtime.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-05 · read + distilled

gitverify

A command-line tool for verifying the integrity and signatures of Git repositories, commits, tags, and branches.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCETooladded 2026-09-05 · read + distilled

kundai..

A repository containing a raw log of a failed Termux terminal session.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-05 · read + distilled

mini-datasets

A repository containing summarized versions of autonomous driving datasets, specifically extracting small, fast-to-process subsets from large sources .

Read and distilled by the lab — a paper or reference resource, not runnable code.

◎ Proof — no runnable build found — the container read and fingerprinted the tree, it never executed the project

What ran: our probe cloned it and looked for a build to run; there wasn't one, so the verdict is from inspection only.

Tail of the real captured output — exactly as the container printed it. Lines like install_exit: 0 are the sandbox noting that a step finished without an error:

ooksPath=/dev/null', '-c', 'protocol.allow=never', '-c', 'protocol.https.allow=always', 'clone', '--depth', '1', '--filter=blob:limit=100m', '--no-recurse-submodules', '--', 'https://github.com/jadnohra/mini-datasets.git', '/Users/roeytidhar/.nowness/work/repo-ecz90dzl']' timed out after 120 seconds

Captured process output — not model-generated text. Reproduce: git clone https://github.com/jadnohra/mini-datasets, install its dependencies and run its test suite in a clean container, then compare. We never observed the product doing its job, so nothing here speaks to whether it does what it claims. Treat this as a lead to evaluate, not a verified capability.

REFERENCEPaperadded 2026-09-05 · read + distilled

Attention Is All You Need

This paper introduces the Transformer, a neural network architecture that relies entirely on self-attention mechanisms to process sequences, eliminati.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgentadded 2026-09-05 · read + distilled

seal-spec

This is an agent-agnostic specification for verifying the integrity of AI agent bundles using lockfiles.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

goquery

goquery is a Go library that provides a jQuery-like API for parsing and manipulating HTML documents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

Vecgo

Vecgo is a pure Go, embeddable hybrid vector database that combines HNSW and DiskANN indexing with commit-oriented durability.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-05 · read + distilled

Spring AI Alibaba Admin

A web-based console for managing the lifecycle of AI agents built with Spring AI Alibaba.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-05 · read + distilled

biomni_bench

A research project and evaluation suite for measuring the reliability of autonomous biomedical AI agents like Biomni, GenoMAS, and AutoBA.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-05 · read + distilled

ShipGuard

ShipGuard is a collection of Claude Code and Codex skills that automate end-to-end testing, code auditing, and logic verification using an agent-brows.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-05 · read + distilled

kubernetes-validation-tools

A Docker image bundling a comprehensive suite of CLI tools for linting, validating, and security-scanning Kubernetes YAML manifests.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

meta-sca

meta-sca is a Yocto Project layer that integrates a suite of static code analysis and security hardening tools into the build system.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-05 · read + distilled

kube-score

kube-score is a static analysis tool for Kubernetes manifests that checks YAML and Helm charts against best practices for reliability and security.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-05 · read + distilled

Software Development Tools Course Notes

A Turkish-language educational repository containing comprehensive lecture notes on software development lifecycle (SDLC), IDEs, Git, Docker, and CI/C.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEWorkflowadded 2026-09-05 · read + distilled

Promptfoo GitHub Action

A GitHub Action that integrates Promptfoo into CI/CD pipelines to evaluate LLM prompts, agents, and RAG systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-05 · read + distilled

LLM Serving Platform

An open-source platform for managing heterogeneous GPU clusters (NVIDIA, Ascend, Cambricon, Hygon) and unifying LLM inference backends (vLLM, Ollama, .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-05 · read + distilled

Flow Lens

A command-line tool that parses Salesforce Flow XML files and converts them into visual UML diagrams using PlantUML, Graphviz, or Mermaid.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

error-chain

error-chain is a deprecated Rust library that simplifies error handling by reducing the boilerplate required to define custom error types and perform .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

async-stream

A Rust library that provides a procedural macro to define asynchronous streams using standard async/await syntax.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-05 · read + distilled

GameImage

GameImage is a Linux tool that packs game runners (like emulators or Wine), game files, and configurations into a single self-contained 'flatimage' fi.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-05 · read + distilled

Polygraph

Polygraph is a CLI tool and Claude Code plugin that uses LLMs to derive a formal model from stateful JavaScript code.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-05 · read + distilled

kubevscan

A Kubernetes security scanner that continuously monitors deployed containers for vulnerabilities.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEMCP serveradded 2026-09-05 · read + distilled

Trivy Action

A GitHub Action that wraps the Trivy vulnerability scanner to integrate security scanning into CI/CD pipelines.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-05 · read + distilled

llm-judge-audit

A pre-registered research protocol and codebase for auditing the reliability of LLM-as-judge systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

Barnacle: Adaptive Multi-Leader Scheduling for DAG-Based Consensus

This is an arXiv paper proposing Barnacle, a runtime add-on for DAG-based consensus protocols.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

AI-Assisted Design of a Post-Quantum Cryptographic Accelerator

This paper presents a case study on using an agentic LLM to design a post-quantum cryptographic accelerator (ML-KEM-768 and ML-DSA-65) on a Kintex-7 F.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-05 · read + distilled

PatchBench: Evaluating AI Agents for Vulnerability Patching

PatchBench is a new benchmark designed to evaluate AI agents on realistic C/C++ vulnerability patching tasks.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

A Non-Formulable Theorem: A Fundamental Limit of Finite Syntactic Systems

This paper presents a metatheorem proving that for every coherent and sufficiently expressive finite syntactic system, there exists at least one theor.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-05 · read + distilled

Contract-Drift Sentinel

A live API contract testing platform that infers OpenAPI schemas from real HTTP traffic between microservices.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-05 · read + distilled

Collider: Experimental Parallel Minecraft Server

Collider is a proof-of-concept Minecraft server written in Clojure that implements a parallel tick system without locks or thread ownership.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-05 · read + distilled

Padrino Framework

Padrino is a full-stack Ruby web framework built on top of Sinatra.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

InstantID

InstantID is a zero-shot identity-preserving image generation tool that uses a single input image to maintain facial identity in generated outputs.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-05 · read + distilled

knative-freezer-plugin

A custom Knative queue-proxy plugin that integrates with a CRIU daemon to automatically freeze idle serverless containers and restore them upon incomi.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCETooladded 2026-09-05 · read + distilled

Distributed Process Migration using CRIU

A documentation repository demonstrating how to checkpoint and migrate Linux processes and Podman containers between two Ubuntu VMs using CRIU, SSH, a.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-05 · read + distilled

High-Availability of Distributed Application based on Container Migration

This project demonstrates a model for migrating a web application container between hosts in a Docker Swarm cluster to achieve high availability.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgentadded 2026-09-05 · read + distilled

MemGPT-AutoGEN-LLM

A tutorial repository demonstrating how to integrate MemGPT and AutoGEN agents with local LLMs deployed via Runpods.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-05 · read + distilled

DataTonic

DataTonic is a multi-agent orchestration framework that combines Autogen, Semantic Kernel, and TaskWeaver to create nested agent swarms for data proce.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-05 · read + distilled

EvalCore

EvalCore is a single-binary evaluation runner for LLM applications and agents that uses snapshot testing to detect regressions.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-05 · read + distilled

SWE-Lancer Benchmark

This repository contains the dataset and code for the SWE-Lancer benchmark, which evaluates LLMs on real-world freelance software engineering tasks.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgentadded 2026-09-05 · read + distilled

AutoCodeRover

AutoCodeRover is an autonomous software engineering agent that resolves GitHub issues by combining LLMs with program structure-aware code search and s.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-04 · read + distilled

LlmJsonGenerator

A Docker Compose-based demo for generating structured JSON question-answer pairs using local LLMs (llama.cpp) and vLLM.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCETooladded 2026-09-04 · read + distilled

rpc_tutorial

A multi-language RPC tutorial repository that uses Protobuf IDL to generate type-safe client and server code for Python, Java, Go, and JavaScript.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Self-Preference Bias in LLM-as-a-Judge Evaluation

This repository contains the code, data, and results for a bachelor thesis investigating whether stylometric obfuscation reduces self-preference bias .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-04 · read + distilled

judge-reliability

A research repository that calibrates LLM-as-judge reliability using 1,814 human-labeled MT-Bench comparisons.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-04 · read + distilled

LLM Bias Evaluation Framework

A model-agnostic pipeline for measuring and mitigating four specific biases (verbosity, score inflation, position, and method disagreement) in LLM-as-.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Agentic Knowledge Graphs over PubMed

A research repository demonstrating a retrieval-augmented generation system for biomedical questions that uses a massive citation and ontology knowled.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-04 · read + distilled

ML-From-Scratch

A Python library providing bare-bones NumPy implementations of fundamental machine learning models and algorithms.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-04 · read + distilled

MathModelAgent

MathModelAgent is a multi-agent system and skill collection designed to automate the mathematical modeling process, from problem analysis and coding t.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-04 · read + distilled

Pile Dedupe

A Python script collection for deduplicating the Pile dataset using MinHash and Locality-Sensitive Hashing (LSH).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-04 · read + distilled

AI Dataset Generator Skill

A collection of prompt-based skills and Python pipeline scripts designed for agent IDEs like Claude Code and Codex.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-04 · read + distilled

SimEnc: Similarity-Preserving Encryption for Docker Image Deduplication

SimEnc is a high-performance encryption approach that preserves data similarity to enable deduplication of encrypted Docker images.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Tree Databases

This paper proposes a novel database model based on labeled, directed trees with node identities, where the root represents an object and paths repres.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Convolution Sum-Product Queries

This paper studies the evaluation of convolution sum-product queries (CSPQs), which extend standard sum-product queries by allowing atoms with linear .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Aker: Density-Aware Approximate Caching for Vector Search

Aker is a research paper proposing an approximate caching system for disk-based approximate nearest neighbor search (ANNS).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Semantic Bayesian World Models

This paper proposes Semantic Bayesian World Models (SBWMs) to bridge the gap between crisp knowledge graphs and probabilistic foundation models.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

2608.29263

This is an arXiv paper identified by the ID 2608.29263.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

2609.01049

The provided artifact is a minimal stub containing only an arXiv identifier and URL.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

2608.30362

The provided text contains only an arXiv identifier and title placeholder.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Synthetic Semantic Supervision for Small Code Transformers

An arXiv empirical study of contrastive pretraining for compact code transformer encoders.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-04 · read + distilled

Computable Representation of the Physical Laboratory

This paper proposes a formal framework for representing physical laboratories as computable objects with typed states and capability-bound operations.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-04 · read + distilled

dsh-vision-router

A DeepSeek Harness (DSH) plugin that provides pixel-level vision capabilities to text-only agents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-03 · read + distilled

jsPDF-GST-Invoice

A sample web application demonstrating how to generate GST-compliant invoices using the jsPDF library.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-03 · read + distilled

Adaptive KV Retention for LLM Agents at Human-Approval Timescales

This paper addresses the performance degradation in LLM serving systems when agent requests are suspended for long periods (minutes to hours) awaiting.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-03 · read + distilled

The Irreversibility Budget: Fleet-Level Risk Accounting for Agent OS

This paper proposes the 'irreversibility budget,' a mechanism for managing cumulative risk in fleets of LLM agents by treating irreversibility as a fi.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-03 · read + distilled

awesome-agentic-hardening

A curated list of resources for securing agentic AI systems, organized by threat landscape, hardening techniques, evaluation, and governance.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-03 · read + distilled

Awesome Autonomous Driving Papers

This is a curated list of research papers focused on autonomous driving perception, specifically 3D object detection.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-03 · read + distilled

ABCA: Autonomous Background Coding Agents on AWS

ABCA is a self-hosted platform for running autonomous coding agents on AWS that converts tasks into pull requests.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEWorkflowadded 2026-09-03 · read + distilled

AutoPR

AutoPR is a GitHub Action that autonomously generates pull requests in response to labeled issues.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-03 · read + distilled

Analog-DB: An Agent-First Analog Integrated Circuit Database

Analog-DB is an open-source, versioned database for analog integrated circuit designs that uses a domain-specific language to capture process-neutral .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-03 · read + distilled

Humanizer

Humanizer is an agent skill that rewrites text to remove signs of AI generation using 35 specific patterns derived from Wikipedia's 'Signs of AI writi.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

grpc-java

The official Java implementation of gRPC, a high-performance, open-source universal RPC framework.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-03 · read + distilled

Awesome Rust

A curated list of Rust code and resources, organized by category such as applications, development tools, libraries, and registries.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-03 · read + distilled

Quarkus

Quarkus is a cloud-native, container-first Java framework that optimizes for fast startup and low memory footprint.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-03 · read + distilled

GD Agentic Skills

A library of 99 expert skills and 27 genre blueprints for Godot 4.7+ AI agents, providing audited, strictly typed GDScript patterns and automated pers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-03 · read + distilled

BricksLLM

BricksLLM is a cloud-native AI gateway written in Go that acts as a reverse proxy for LLM providers like OpenAI, Anthropic, and Azure.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

No-Reference Image Quality Assessment using BRISQUE Model

This repository provides an implementation of the BRISQUE (Basic Reference-free Image Spatial quality eXponent) model for no-reference image quality a.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

jimp-compact

A lightweight, bundled version of the Jimp image processing library for Node.js.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-03 · read + distilled

Imagine: Obsidian Image Management Plugin

Imagine is a local desktop plugin for Obsidian that provides a comprehensive image workflow, including browsing, filtering, and batch processing of va.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

zend-http

zend-http is a PHP library that provides HTTP message abstractions and an extensible, adapter-driven HTTP client.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

zend-hydrator

A PHP library for mapping arrays to objects and vice versa, including support for filtering and nested structures.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-03 · read + distilled

AI Engineer Interview Prep

A comprehensive collection of 811+ interview questions and detailed answers for AI Engineer roles, mapped to a 2026 AI Engineering Roadmap.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-03 · read + distilled

openclaw-self-improving-agent

A structured logging skill for non-coding OpenClaw agents that tracks recurring mistakes, corrections, and knowledge gaps in markdown files.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

Hermes Consolidating Local Memory

A local-first memory provider plugin for the Hermes Agent that uses SQLite and FTS5 for durable, private, and evidence-backed long-term memory.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-03 · read + distilled

ProofGatedAgents

A governed multi-agent framework that treats LLM outputs as untrusted suggestions, enforcing correctness through deterministic verification, locked go.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

Agent Observability

A .NET reference implementation demonstrating OpenTelemetry instrumentation for AI agents using GenAI semantic conventions.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

GenAI Normalizer Processor

An OpenTelemetry Collector processor that normalizes GenAI telemetry attributes from OpenInference and OpenLLMetry to the official OTel GenAI Semantic.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-03 · read + distilled

Ephemeral Action Runner

A tool that manages a warm pool of disposable GitHub Actions runners, executing each job inside a dedicated Docker Sandboxes microVM for isolation.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

mapper-boot-starter

A Spring Boot starter that integrates the MyBatis Mapper library, providing auto-configuration for generic mapper interfaces.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-03 · read + distilled

CRB-Guided Sensing and Resource Allocation for Human Pose Prediction in ISCC Systems

This paper proposes a framework for integrated sensing, communication, and computation (ISCC) systems that jointly optimizes radar beamforming, model .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

Recon-GraphRAG

A domain-agnostic Python SDK for building knowledge graphs in Neo4j or Memgraph using the Microsoft GraphRAG philosophy.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-03 · read + distilled

Network-Aware Forecasting on Wireless Access Points

This paper defines 'network-aware deployability' for running predictive ML models on enterprise wireless access points (APs).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-03 · read + distilled

Bridging the Gap: A Longitudinal Analysis of Extended Identifiers in the Post-Cookie Era

This paper presents a 41-month longitudinal study of Extended Identifiers (EIDs) in the digital advertising ecosystem, analyzing over 145 million HTTP.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-03 · read + distilled

autoresearch-nono

A configuration repository that integrates kernel-level sandboxing via the nono tool with Karpathy's autoresearch agent.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

AutoComments

A research project implementing a deep neural network to automatically generate comments for Java code snippets.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

astminer

astminer is a Kotlin/Java library for extracting path-based representations and raw ASTs from source code in multiple languages.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-03 · read + distilled

Review & SDD Expert Bob Configuration

A Git-native template for IBM Bob that configures custom modes and skills for architecture review and specification-driven development (SDD).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-03 · read + distilled

HDD Data Acquisition and Analysis

A data analysis project that uses Windows CMD to scan a local hard drive and Python to parse the results into large CSV files.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-03 · read + distilled

auto-ebook-generator

This repository contains a marketing-style blog post or guide on building a passive income stream using AI to write and sell eBooks.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

DDPM + IPA Protein Generation

A PyTorch implementation of a denoising diffusion probabilistic model (DDPM) combined with invariant point attention (IPA) for generating protein stru.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-03 · read + distilled

LLM Structured Output Benchmarks

A benchmarking suite that evaluates various LLM structured output frameworks (such as Instructor, Mirascope, and LangChain) on tasks like multi-label .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-03 · read + distilled

Phosphor

Phosphor is a distributed tracing system for Go applications, inspired by Google's Dapper and Twitter's Zipkin.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-03 · read + distilled

Aether: AI Agent Runtime with Firecracker Isolation

Aether is a Go-based control plane that runs AI agents inside isolated Firecracker microVMs, providing hardware-level security for untrusted workloads.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

go2sky

go2sky is a Go SDK library for Apache SkyWalking that enables distributed tracing and monitoring.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-03 · read + distilled

kubernetes/apiextensions-apiserver

This is the API server implementation for Kubernetes CustomResourceDefinitions (CRDs).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-03 · read + distilled

HybridRAG

A Jupyter notebook-based implementation of a hybrid retrieval system for RAG that combines vector search and Neo4j graph search.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-03 · read + distilled

eval-layer

A Claude Code skill that generates a rubric-based evaluation layer for any agent project.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

Resilience4j Lab 10: Circuit Breaker, Retry, and Rate Limiter Client

This is a student laboratory project demonstrating the implementation of Resilience4j resilience patterns, specifically a Circuit Breaker, Retry mecha.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-02 · read + distilled

Judging the Judges: LLM-as-a-Judge Bias Evaluation

A research framework for systematically evaluating and mitigating biases in LLM-as-a-Judge pipelines.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Self-Preference Bias in LLM Juries: A Controlled Test of Hard Judge Exclusion

This is a research paper and accompanying code repository that empirically tests whether excluding the generating model from its own LLM judge ensembl.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

pest

pest is a general-purpose parser combinator library for Rust that uses Parsing Expression Grammars (PEGs) to define syntax.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEWorkflowadded 2026-09-02 · read + distilled

AI Knowledge Base Assistant RAG

A version 1.0 RAG system built with n8n, Supabase, and OpenRouter that allows users to chat with internal PDF documents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Awesome LLM Agent Trajectory Analysis

A curated repository and survey companion for LLM agent trajectory analysis, accepted by IEEE TSE 2026.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Awesome Auditable AI

A curated list of 191 entries covering papers, tools, datasets, and standards for auditing AI agents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-02 · read + distilled

OWASP Agent Security Regression Harness

A vendor-neutral CLI tool for running executable security regression tests against agentic applications and MCP-integrated systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

smart-embedded-testgen

A prototype tool for automatically generating, simulating, and verifying test cases for critical embedded systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

PatchSplitterTest

A testbed repository containing experimental code for automatically splitting output patches in the Synthesis audio engine.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCETooladded 2026-09-02 · read + distilled

4-Bit Up Counter DFT & ATPG Project

This is a course project repository demonstrating the design, synthesis, and testability of a 4-bit synchronous up counter.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-02 · read + distilled

litmustestgen

A research repository containing Alloy models and a Python/Java toolchain for automatically synthesizing comprehensive memory model litmus test suites.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

SkillForge: Compositional Skill Synthesis for Verified Dafny Programs

SkillForge is a framework that generates formally verified Dafny programs from natural language by decomposing the task into a library of atomic, reus.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Beyond Locks and Thread IDs: Static Data Race Detection Off The Beaten Path

This paper extends the digest framework for static data race detection to handle concurrency constructs like thread barriers and pthread_once.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

Compass

Compass is a stylesheet authoring environment designed to simplify website design implementation and maintenance.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

A Dynamic Intermediate Representation for Hybrid Quantum-Classical Programs

This paper introduces a new Intermediate Representation (IR) for quantum computing that treats gates as first-class values rather than fixed sequences.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Griotte: Verified Compartmentalisation via Capabilities

This paper introduces Griotte, a formal model of the CHERIoT hardware-software co-design, to verify the security guarantees of its compartment isolati.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Relational Task Generation Language (RTGL)

RTGL is a declarative specification framework for defining prediction tasks in Relational Deep Learning (RDL).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Support Local Variables in ZJIT

This paper presents the design of ZJIT, a new method-based just-in-time compiler for CRuby that compiles bytecode to machine code.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Relational-Core Graph Analytics: ClickGraph and DeltaGraph

This paper argues that relational databases can outperform native graph engines for analytical workloads by translating Cypher queries directly onto e.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

ContextPipe: Database-Inspired Context Assembly for Long-Horizon Agents

ContextPipe is a framework that treats LLM context assembly as a database query execution problem, using a five-phase pipeline (Plan, Bind, Optimize, .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

2609.01006

This is an arXiv paper identified by the identifier 2609.01006.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

TrackX

TrackX is a self-hosted, privacy-friendly error tracking platform designed to capture JavaScript errors from web browsers and Node.js environments.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Dual Process Motion Planning

This paper introduces a neuro-symbolic framework for nonlinear motion planning that combines fast, experience-driven learning modules with robust symb.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Awesome Low Level Design

A curated list of free resources for learning Low Level Design (LLD) and Object Oriented Design (OOD).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

CARE: Contrastive Anchor-based Rubric Evolution for LLM Post-Training

CARE is a method for rubric-based reinforcement learning that dynamically evolves evaluation rubrics by contrasting model rollouts against high-qualit.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-02 · read + distilled

Darkbloom: Private Inference Network on Idle Macs

Darkbloom is a decentralized network that utilizes idle Apple Silicon Macs to provide private, OpenAI-compatible LLM inference.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-02 · read + distilled

pnpm

pnpm is a fast, disk-space efficient package manager for Node.js that uses a content-addressable store to link files in node_modules.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-02 · read + distilled

FinLifeBench

FinLifeBench is a benchmark for evaluating large language models on longitudinal banking dialogue tasks.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Awesome Zhuiju Free

A curated, open-source guide to free and ad-free streaming resources, including online platforms, apps, and configuration files.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-02 · read + distilled

JetBrains Go Modern Guidelines

A collection of guidelines and a small CLI tool designed to help AI coding agents write modern Go code.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

Sniffnet

Sniffnet is a cross-platform desktop application designed to monitor and inspect network traffic.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEMCP serveradded 2026-09-02 · read + distilled

Chrome DevTools MCP

This is an MCP server that allows coding agents to control and inspect a live Chrome browser instance.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-02 · read + distilled

GEO-SEO Claude Code Skill

A specialized skill for Claude Code that performs Generative Engine Optimization (GEO) and traditional SEO audits.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Denoising Diffusion Generative Models Secretly Calculate Attentions

This paper demonstrates that denoising diffusion models inherently utilize an attention mechanism similar to that found in transformers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-02 · read + distilled

zoxide

zoxide is a command-line tool that replaces the standard cd command with a smarter version that tracks directory usage frequency.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

Knowledge Graphs and LLMs in Action

This repository contains the companion code for the Manning book 'Knowledge Graphs and LLMs in Action'.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-02 · read + distilled

Claude 007 Agents

A collection of specialized AI agent prompts and orchestration instructions designed for use with Claude Code.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

FOSUserBundle

A Symfony bundle that provides a database-backed user management system, supporting registration, password reset, and email confirmation.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

PromptHub

PromptHub is a local-first desktop application built with Electron and React for managing AI prompts, skills, and agent assets.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

CKS-Exercises

A curated collection of hands-on exercises for preparing for the Certified Kubernetes Security Specialist (CKS) exam.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

Android ItemTouchHelper Demo

A basic Android application demonstrating how to use the ItemTouchHelper class to implement drag-and-drop and swipe-to-dismiss functionality within a .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-02 · read + distilled

Apache Spark

Apache Spark is a unified analytics engine for large-scale data processing that provides high-level APIs in Scala, Java, Python, and R.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-02 · read + distilled

mattpocock/skills

A collection of prompt-based agent skills designed to improve the reliability and communication of coding agents like Claude Code and Codex.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

GraphWiz: Instruction-Following LLM for Graph Problems

This repository provides the code, data, and models for GraphWiz, a series of instruction-tuned large language models designed to solve graph theory p.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

MedReason: Medical Reasoning Dataset and Models

MedReason is a large-scale dataset of 32,682 medical question-answer pairs with step-by-step reasoning chains generated using a medical knowledge grap.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Awesome AI Harness

A curated list of resources focused on 'harness engineering,' the discipline of building the runtime scaffolding that turns a language model into a wo.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Thesis: Near-Duplicate Image Detection

This repository contains the code, resources, and documentation for a bachelor's thesis focused on detecting near-duplicate images.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Awesome AI Testing

A curated list of AI-powered testing tools, frameworks, and resources for QA engineers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-02 · read + distilled

Trivy Operator

Trivy Operator is a Kubernetes-native security toolkit that leverages the Trivy scanner to continuously monitor clusters for vulnerabilities, misconfi.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Certified Kubernetes Security Specialist (CKS) Study Resources

A curated collection of links and study materials for the CNCF CKS certification exam.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-02 · read + distilled

tfsec

tfsec is a static analysis tool for Terraform that detects security misconfigurations in Infrastructure as Code.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

Canvas Editor

A WYSIWYG rich text editor library built on the HTML Canvas and SVG APIs.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Prediction-Robust Service Deployment with Capacity-Aware Edge Admission

This paper proposes CAPSUM, a capacity-aware admission policy for edge computing that optimizes service deployment under prediction uncertainty and fi.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

AInfer-PD: Communication-Safe In-Place Prefill-Decode Multiplexing

This paper proposes AInfer-PD, a system design for distributed Mixture-of-Experts (MoE) inference that safely multiplexes prefill and decode phases on.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

CoSMO: Goal-Oriented Status Updating and Selective Offloading

This paper proposes CoSMO, a cooperative event-driven reinforcement learning framework for edge-cloud computing.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

mzCache: On-Device LLM Memory Management under Multitasking

mzCache is an on-device LLM inference system designed for mobile multitasking environments.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Contribution-Aware Bandwidth Allocation for Multimodal Split Learning

This paper introduces ModalShare, a method for optimizing bandwidth usage in multimodal split learning by allocating compression budgets based on each.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Faster Convergence of Multidimensional Approximate Agreement via Smallest Enclosing Balls

This is a research paper introducing BallMidpoint, a protocol for multidimensional approximate agreement in Byzantine fault-tolerant systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

llama-swap-vllm-boilerplate

A Docker-based boilerplate for deploying Llama-Swap with vLLM integration to enable dynamic LLM model swapping.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Prometheus is an open-source evaluator language model designed for fine-grained evaluation of LLM outputs using customized score rubrics.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-02 · read + distilled

Looper

Looper is a design skill for Claude Code that helps users define, review, and structure agent loops before execution.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

openJiuwen Memory

A Python library providing long-term memory capabilities for AI agents running on the openJiuwen framework.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-02 · read + distilled

Browserless Alternatives Comparison

This is a comparative article evaluating six tools that serve as alternatives to Browserless for web scraping and rendering.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-02 · read + distilled

Awesome Browserless

A curated list of open-source and alternative tools that replicate common web browser functions in the terminal or desktop environment.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

VolumeSliceViewer

A Jupyter notebook script that visualizes anatomical slices from a DICOMDIR volume using pydicom and ipywidgets.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-02 · read + distilled

Masters Data Science Deep Learning Project: Language Translation

This is a Jupyter notebook project for training a sequence-to-sequence neural network to translate English sentences into French.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-02 · read + distilled

Agent Design Patterns

A 7x6 framework for agent architecture that organizes 28 design patterns by cognitive function and execution topology.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-02 · read + distilled

SV Number Agent Skill

A markdown-based agent skill that provides instructions and helper scripts for AI agents to order temporary phone numbers and retrieve SMS verificatio.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

Hyper: Distributed Firecracker VM Orchestrator

Hyper is a distributed orchestrator for Firecracker microVMs written in Elixir.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

jqueryVisualize for Yii

This is a PHP extension for the legacy Yii 1.1 framework that wraps the jQuery Visualize plugin.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

arrify

A small JavaScript utility library that converts any value into an array.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-02 · read + distilled

cssnano

cssnano is a modular CSS minifier built on the PostCSS ecosystem.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-02 · read + distilled

flare-runner

flare-runner is a tool for deploying ephemeral GitHub Actions runners on Cloudflare Containers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-02 · read + distilled

Rubric-Driven Generation

A cross-platform Agent Skills project that dynamically forms structured rubrics to align user preferences and guide generation, evaluation, and repair.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

Remote Code Publisher

A C++ application suite consisting of a remote repository server and a WPF client for managing source code files over a network.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEWorkflowadded 2026-09-01 · read + distilled

Apache Airflow Data Pipelines for Music Streaming

This project implements a production-grade ETL pipeline using Apache Airflow to process music streaming data.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

Awesome Lists

A curated collection of links to high-quality resources, tools, and libraries across a wide variety of topics.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

exavier

exavier is an Elixir library for mutation testing that modifies code in small ways to evaluate the quality of existing test suites.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-01 · read + distilled

super-smoke-test

A Claude Code skill that implements a mandatory QA gate for AI-assisted development, combining code review and browser smoke testing.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

golang-jwt/jwt

A Go library for creating, signing, parsing, and verifying JSON Web Tokens (JWT) in compliance with RFC 7519.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

ABAP ODATA Smoke-Test

An ABAP report that performs automated smoke tests for activated ODATA services in SAP NetWeaver environments.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

SmokeStack

SmokeStack is an archived web application built on Rails 3.2 that provides a REST-based interface for automated smoke testing of OpenStack services.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts

This repository provides the dataset and PyTorch code for the AAAI 2022 paper on StepGame, a benchmark for evaluating multi-hop spatial reasoning in t.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs

This is the official PyTorch implementation of the ConE model, a knowledge graph embedding method that represents entities as cones in a hyperbolic sp.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

RemoteCodeRunner

A Docker Compose-based Flask application that executes untrusted code in isolated containers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Code Runner Sandbox

A PHP-based service that executes untrusted code in isolated Docker containers to prevent server damage.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

This paper introduces BERT, a language representation model that pre-trains deep bidirectional representations from unlabeled text by conditioning on .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Agentic Memory

A research notebook implementing cognitive architecture concepts for LLM agents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

OpenAPI UI

A React-based single-page application that renders documentation from OpenAPI 3.0.0-RC0 documents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-01 · read + distilled

CIPR: Benchmark for Coding Agent Vulnerability to Repository Poisoning

This paper introduces CIPR, a benchmark of 1,920 instances designed to evaluate how user-side prompt configurations (PLCs) affect coding agents' susce.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

SingProbe Technical Report

SingProbe is a lightweight runtime guard for LLMs that reuses hidden states during inference to predict query intent, safety, and hallucination risk a.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

The Fragility of Jailbreak Robustness Across Operational States

This paper investigates how the robustness of LLMs against jailbreak attacks changes when the system prompt is modified, even if the prompt is not des.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

DP-VOXLET: Provable Speaker Anonymization

This paper introduces a formal definition of speaker differential privacy and a mechanism for speaker anonymization that provably satisfies this defin.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Unconditional Certified Randomness without Structure

This paper presents a non-interactive, publicly verifiable certified randomness protocol in the quantum random oracle model.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

flake16-framework

This is a replication package for the ICST 2022 paper on detecting flaky tests using machine learning.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

GRAIN: Bridging Name and Narrative Shifts in Real-World Graph Reasoning

GRAIN is a single-agent framework that uses reinforcement learning to optimize LLMs for robust graph reasoning.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Automated Testing of LLM-Based Post Hoc Explainers Using Model Checking

This paper proposes a method to systematically test the faithfulness of natural language explanations generated by LLMs for sequential decision-making.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Timing-Aware Repurchase Prediction for Web-Scale E-Commerce

This paper proposes using survival models, specifically Accelerated Failure Time (AFT) models, to predict the time-to-repurchase for grocery items ins.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Cognitive Capability Profiling for AI Workplace Suitability

This paper introduces a pipeline that profiles AI agents and workplace tasks using a shared set of core cognitive capabilities.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

DUOTRACE: Cascade Failure Attribution for Multi-Agent Systems

DUOTRACE is a detection filter designed to improve failure attribution in LLM-based multi-agent systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

DoCtOR: Automated Failure Attribution for Multi-Agent Systems

DoCtOR is a reflection framework for LLM-based multi-agent systems that identifies the specific agent responsible for a failure rather than forcing al.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

When Robots Mishear Us: Mapping the Safety Risks of Voice-Controlled Embodied AI

This paper investigates how automatic speech recognition (ASR) errors in voice commands can compromise the safety of Embodied AI (EAI) models.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

CP-SAT Approach for Multi-Objective Healthcare Workforce Scheduling

This paper presents a Constraint Programming (CP-SAT) formulation for solving the NP-hard problem of healthcare workforce scheduling.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEMCP serveradded 2026-09-01 · read + distilled

Theurian

Theurian is a git-native engineering knowledge platform that serves as a read-only evidence plane for AI agents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

BLOOM-WILT: Logit Tilting for Behaviour Elicitation

BLOOM-WILT is an automated auditing pipeline that uses logit tilting to elicit rare, unsafe behaviors from large language models.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Agent2UCB: Agentic System for Generative Engine Optimization

Agent2UCB is an agentic system designed to optimize content for visibility in LLM-driven search engines (Generative Engine Optimization).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Cross-Relational Preference Learning for Better LLM Instruction Following

This paper proposes Cross-Relational Preference Learning (CRPL), a framework for generating preference data that models relationships between differen.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

iboxdb/full-text-search

A lightweight embedded Java full-text search engine that has been merged into the FT Web Server project.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

QuestDB

QuestDB is a high-performance, open-source time-series database designed for low-latency SQL queries and high-throughput ingestion.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

When Does Bigger Help? A Controlled Study of LLM Scale for Ontology Learning

This paper presents a controlled evaluation of 13 large language models to determine how model scale affects ontology learning performance.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

Helix

Helix is a post-modern, Kakoune/Neovim-inspired modal text editor written in Rust.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

SolidJS

SolidJS is a declarative JavaScript library for building user interfaces that compiles templates to real DOM nodes rather than using a Virtual DOM.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Distance-Guided Decoding for Guaranteed Context-Free Grammar Compliance

This paper proposes a lookahead-guided decoding framework for large language models to ensure outputs strictly comply with context-free grammars.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Chart.js

Chart.js is a simple yet flexible JavaScript charting library that uses the HTML5 canvas tag to render charts.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

AnkiDroid

AnkiDroid is a semi-official Android port of the Anki spaced repetition flashcard system.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

Checkstyle

Checkstyle is a static analysis tool for Java that ensures code adheres to coding standards like the Google Java Style Guide.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

CoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding

CoLa-ICD is a machine learning framework designed to improve the accuracy of automated ICD coding, specifically for rare or long-tail diagnoses.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

OpenCut

OpenCut is an open-source video editor designed as a free alternative to CapCut, supporting web, desktop, and mobile platforms.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

Wan-Streamer Minimal

A static project page documenting a minimal implementation of the Wan-Streamer training mechanism.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

Open-Source Live Online Visual Regression Testing Application

A web-based tool for performing live visual regression testing by loading two URLs (e.g., production and staging) and displaying them side-by-side for.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

H94 IP Adapter FaceID SDXL

This is a Hugging Face Space application that implements the H94 IP-Adapter FaceID model for Stable Diffusion XL.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

TigrimOS

TigrimOS is a self-hosted AI workspace application that provides a chat interface, secure code execution, and parallel multi-agent orchestration.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-01 · read + distilled

Decision Intelligence Runtime (DIR)

DIR is a neuro-symbolic runtime architecture that separates probabilistic LLM reasoning from deterministic execution to ensure safe, auditable AI auto.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-01 · read + distilled

Academic Research Skills for Claude Code

A collection of prompt-based skills and instructions for Claude Code that guides the academic research pipeline from planning to finalization.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-01 · read + distilled

Kata Containers

Kata Containers is an open-source project that implements lightweight virtual machines (VMs) to provide strong workload isolation while maintaining th.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

omlx

omlx is a macOS menu bar application for running LLM inference on Apple Silicon.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Code Climate Bandit Engine

This is a Code Climate engine that integrates the Bandit static analysis tool to perform security linting on Python code.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

centrifuge-js

A JavaScript client SDK for communicating with Centrifugo and Centrifuge-based servers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

IOCX

IOCX is a deterministic, static-analysis engine that extracts Indicators of Compromise (IOCs) from PE binaries and text files.

Installed cleanly on the first try.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-01 · read + distilled

RealtimeMultiplayerNodeJs

A Node.js framework for building HTML5 multiplayer games using a client-server architecture with WebSockets.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Juggernaut

Juggernaut is a deprecated Node.js library for real-time server push communication using WebSockets and Comet.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

illuminate/pagination

This is a read-only subtree split of the pagination component from the Laravel framework.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCETooladded 2026-09-01 · read + distilled

RotaryCell

A hardware engineering archive and firmware project that converts classic rotary telephones into battery-powered cellular phones without modifying the.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

Knowledge Graph from Unstructured Data using Local LLMs

This repository contains a Jupyter notebook that demonstrates how to use local LLMs via the LM Studio API to extract structured information (skills, t.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

skill-audit

A static analysis tool that audits Claude Code and Agent SDK skill files (SKILL.md) against 10 specific QA checks.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

My-ComfyUI-Workflows

A collection of pre-configured ComfyUI workflow JSON files for advanced image generation and editing tasks.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

CrewAI Examples

A collection of end-to-end example applications demonstrating how to use the CrewAI framework for orchestrating AI agents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

MARGPA Runtime LLM

MARGPA Runtime LLM is an experimental, restricted research preview of an LLM platform designed for local and cloud inference, chat, RAG, and agent cap.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

Pocketenv

Pocketenv is an open-source CLI tool and platform that provides a universal sandbox runtime for running code in isolated environments.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

Pullrun

Pullrun is a lightweight AI agent sandbox runtime that executes OCI images as Firecracker microVMs, Linux containers, or Apple Silicon VMs.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

document.ai

A local knowledge base solution that uses a vector database to store document embeddings and GPT-3.5 to generate answers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-01 · read + distilled

Aidress Verified Contract Review Agent Skill

This is an Agent Skill (SKILL.md format) that enables AI agents to discover and route contract review tasks to verified external agents via the Aidres.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-01 · read + distilled

AutoPilotOps: AI-Driven Self-Healing Cloud Infrastructure

A comprehensive infrastructure-as-code project that combines Terraform, Kubernetes, and a Python-based AI monitoring engine to detect anomalies and au.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Spring Boot with Spring Data Redis and Jedis

A sample Spring Boot application demonstrating the integration of Spring Data Redis with the Jedis client for caching.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

Awesome RAG Production

A curated list of tools, frameworks, and best practices for building production-grade Retrieval-Augmented Generation (RAG) systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

ANTLR v4

ANTLR is a parser generator that reads grammar files to create parsers for structured text or binary files.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Demystifying and Improving Lazy Promotion in Cache Eviction

This paper analyzes the performance and scalability of five Lazy Promotion strategies in cache eviction algorithms using production traces.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-01 · read + distilled

SuperSEO Skills

A collection of 11 specialized prompt skills for Claude and other LLM agents, designed to perform autonomous SEO tasks like page audits, content writi.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Awaitility

Awaitility is a Java library that provides a fluent DSL for synchronizing with asynchronous operations in tests.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

ELASTIC: Trajectory-Based Synchronization of Event and Tracking Data in Soccer

ELASTIC is a framework that synchronizes soccer event data with tracking data using only player and ball trajectories, eliminating the need for noisy .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-01 · read + distilled

Eclipse Jersey

Eclipse Jersey is a Java REST framework that provides the reference implementation for the JAX-RS API.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

ERIQ: Detecting DBMS Bugs via Equivalent Intermediate Query Representations

ERIQ is a testing approach for detecting logic bugs in Database Management Systems (DBMSs) by checking result consistency across equivalent representa.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Strengthening LargeRDFBench for Interoperable Federated SPARQL Evaluation

This paper identifies and repairs data-quality issues in the LargeRDFBench benchmark, specifically addressing RDF specification violations and ad-hoc .

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

UBASE: An AI Search Engine for Trillion-Scale Vector Data Management at ByteDance

UBASE is a unified AI search system at ByteDance that supports vector retrieval, lexical matching, and predicate filtering at a scale of nearly one tr.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEEval/benchmarkadded 2026-09-01 · read + distilled

GRBench: A Comprehensive Benchmark Evaluation for Graph-relational Data Management

GRBench is a benchmark designed to evaluate database systems that manage both relational and graph data.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Token-Efficient Data Reasoning Agents via Adaptive Structuring of Unstructured Data

This paper proposes 'agentic data cracking,' a method that adaptively structures unstructured data as a byproduct of LLM agent reasoning.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-09-01 · read + distilled

Local Private Information Retrieval for Graph-Based Replicated Systems

This paper introduces a relaxed privacy definition for multi-server private information retrieval (PIR) systems where privacy is only required if a se.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-01 · read + distilled

Logic-Lens

Logic-Lens is a collection of AI agent skills and plugins for Claude Code, Codex CLI, and Gemini CLI that performs logic-first code review.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

envguard

A zero-dependency Python CLI tool that detects drift between a committed .env.example template and a real .env file.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

env-drift-detector

A zero-dependency Python CLI tool that scans Python and JavaScript codebases to identify discrepancies between environment variable usage and the .env.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Sandbox Orchestrator

A Python library for orchestrating ephemeral sandboxes to support large-scale reinforcement learning rollouts for coding agents.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

uemacs

A legacy full-screen text editor based on MicroEMACS 3.9e, maintained by Linus Torvalds.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-09-01 · read + distilled

kube-advisor

A diagnostic Kubernetes tool that identifies pods missing resource and request limits.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-09-01 · read + distilled

Fireship Cloud Functions Task Queue

A tutorial repository demonstrating how to build a dynamic task queue using Firebase Cloud Functions and Firestore.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

EMU: Efficient Episodic Memory Utilization for Cooperative MARL

This is the official PyTorch implementation of the EMU algorithm, a method for cooperative multi-agent reinforcement learning that utilizes episodic m.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

Vorsteh Queue

Vorsteh Queue is a TypeScript library providing a type-safe, ORM-agnostic queue engine for PostgreSQL 12+.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

sidetrack

Sidetrack is a TypeScript-first background job processing library backed by PostgreSQL.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

WMI for Go

A Go library that provides a WQL interface to Windows Management Instrumentation (WMI).

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEFrameworkadded 2026-09-01 · read + distilled

Backlot: Open Worlds for LLM Agents

Backlot is a security framework for LLM agents that creates 'leased worlds' using nested isolation layers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

Practical SQL 2nd Edition Companion

This repository provides the SQL code, datasets, and exercises for the second edition of the book 'Practical SQL'.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-09-01 · read + distilled

antfu/skills

A curated collection of agent skills for the Vue/Nuxt ecosystem, including hand-maintained best practices and skills generated from official documenta.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-09-01 · read + distilled

@antfu/eslint-config

A comprehensive, opinionated ESLint flat config preset that provides reasonable defaults and auto-fixing for formatting without requiring Prettier.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-09-01 · read + distilled

openfootball/espana

A free, open public domain dataset of Spanish football (La Liga and Segunda División) results and fixtures.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-08-31 · read + distilled

Football Team Logos Dataset

A repository containing PNG logos for all teams in the top 25 European football leagues.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCETooladded 2026-08-31 · read + distilled

Hamza Ghanizada GitHub Profile

This is a standard GitHub profile repository containing only a README file.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-08-31 · read + distilled

C# Programmer's Study Guide (MCSD) Source Code

This repository contains the source code examples for the book 'The C# Programmer's Study Guide (MCSD)' by Ali Asad and Hamza Ali.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

EPLB: Expert Parallelism Load Balancer

A Python library that implements load balancing algorithms for Mixture-of-Experts (MoE) models using expert parallelism.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

HFlow: SDK for Robotics Data Pipelines

HFlow is an open-source Python SDK for building scalable, multimodal data pipelines specifically for robotics and physical AI.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-08-31 · read + distilled

FnScribe

FnScribe is a private, local-first dictation application for macOS that transcribes voice using a bundled Whisper model.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

RustCrypto Block Ciphers

A collection of pure Rust implementations of various block cipher algorithms, including AES, DES, and Blowfish.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-08-31 · read + distilled

remove-your-data

An agent-first skill that guides coding agents to remove personal data from people-search sites and data brokers using free first-party opt-outs and l.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

cache-padded

A deprecated Rust library that provides a `CachePadded` wrapper to prevent false sharing in concurrent programming.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgentadded 2026-08-31 · read + distilled

AI Prompt Injection Cheatsheet

A curated collection of prompt injection payloads and attack techniques targeting modern LLMs, agentic pipelines, and RAG systems.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-08-31 · read + distilled

Predicting Protein Thermostability

A repository containing a Jupyter notebook for exploring the Novozymes Enzyme Stability Prediction dataset.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEDatasetadded 2026-08-31 · read + distilled

skill-diffs

A large-scale dataset of agent skill (SKILL.md) commit histories and diffs scraped from public GitHub repositories across four platforms.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

Predicting ICU Patient Clinical Deterioration Report

This is a research report and repository collection for predicting clinical deterioration in ICU patients using the MIMIC-III dataset.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgent skilladded 2026-08-31 · read + distilled

loop-goal

A discipline skill for long-running agent tasks that enforces checkpointing, context isolation, and explicit exit conditions.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

Supabase Auth

A Go-based authentication and user management server that issues JWTs and handles sign-in via email, phone, and external providers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

ABEX: Adaptive Strategy Generation for Boundary Value Exploration

ABEX is an agentic LLM framework that automates Boundary Value Exploration (BVE) by replacing hand-engineered mutation operators with adaptive, natura.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

BBExplorer: Boundary Discovery for Game Balance Testing

This paper proposes BBExplorer, a method for testing game balance by identifying the boundary between balanced and unbalanced states in non-determinis.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

Sustainability of Open-Source ML Robustness Assessment Tools

This paper presents an empirical study of the open-source machine learning robustness tooling ecosystem.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

DeLLMGuard: Defending Smart Contracts Against LLM-Based Vulnerability Scanning

This paper proposes DeLLMGuard, a smart contract deployment framework that defends against malicious LLM-based vulnerability scanning.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

Recovering Software Architecture Intent from Historical Work Items using Generative AI

This paper presents a five-step LLM-based workflow that extracts C4 architecture diagrams from historical agile work items in Azure DevOps.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

A System-of-Systems Case Study for the Verification of Composed Digital Twins

This paper presents a case study on verifying Digital Twins (DTs) within a System-of-Systems (SoS) context, using a greenhouse model built with VDM-RT.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

Rethinking Vulnerability Remediation as a Capacity Allocation Problem

This paper analyzes vulnerability remediation data from major trackers like Apache Jira and Mozilla Bugzilla to demonstrate that throughput constraint.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAgentadded 2026-08-31 · read + distilled

LangGraph Agent Case Studies

A collection of documentation and case studies demonstrating how to build agentic workflows using LangGraph.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEPaperadded 2026-08-31 · read + distilled

Introducing Breeze TTS 2

This is a product announcement blog post for Breeze TTS 2, a new speech model designed for real-time interactive voice AI experiences.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

Google APIs Client Library for Java

A Java library for accessing HTTP-based APIs, featuring OAuth 2.0 support and lightweight data models for JSON, XML, and Protocol Buffers.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

snappy-java

snappy-java is a Java library that ports Google's Snappy fast compression algorithm, using JNI to achieve performance comparable to the native C++ imp.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

Gnomon

Gnomon is a Python library designed to add statistical rigor to LLM agent evaluations.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

semantic-diff

A PHP library that performs semantic diffs on PHP code by comparing Abstract Syntax Trees (ASTs) generated by PHP-Parser.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

vue-gun-observable

A Vue.js plugin that integrates Gun.js as a central store, hooking into Vue's observable system to provide offline-first, realtime, and graph-database.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCELibraryadded 2026-08-31 · read + distilled

commonmark.py

A Python library for parsing CommonMark markdown.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-08-31 · read + distilled

HideDroid

HideDroid is an Android application that intercepts network traffic from analytics libraries to collect personal data.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCEAppadded 2026-08-31 · read + distilled

Open-LLM-VTuber

Open-LLM-VTuber is a cross-platform application that enables real-time voice interaction with LLMs using a Live2D avatar.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-08-31 · read + distilled

cargo-auditable

A Cargo subcommand that embeds the exact dependency tree of a Rust binary into a dedicated linker section during the build process.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-08-31 · read + distilled

sakimori

A cross-platform supply-chain security tool that acts as an HTTPS proxy to filter package registry metadata for npm, cargo, PyPI, and NuGet.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)

REFERENCECLI tooladded 2026-08-31 · read + distilled

uv

uv is an extremely fast Python package and project manager written in Rust that replaces tools like pip, poetry, and pyenv.

Read and distilled by the lab — a paper or reference resource, not runnable code.

No execution claimed · read + distilled — a paper/article, never executed (no run to show)