Explore the directory

A Copilot-style AI chat panel inside Blender that runs its agent loop in Blender's own Python process, executes the model's generated code against the live scene, and wraps every conversational turn in a single undo step.

• Generative media

An open-source contrastive-embedding pipeline that maps technical CVE vulnerability descriptions to formal cybersecurity compliance controls in NIST SP 800-53 and CMMC, published with its model generation, fine-tuning and evaluation code.

• Models
• Security

A markdown framework of system rules that restates Isaac Asimov's Four Laws of Robotics as a set of prioritized loss calculations for large-language-model agents to follow, published as a discovery file for agents and crawlers to read.

• Agent skills

A tool that reverse-engineers the real API behind a mobile app you own or are authorized to test, then hands an AI agent a runnable call and an OpenAPI spec for it.

• Debugging
• APIs

An OpenAI-compatible, model-agnostic agent API and SDK with a managed runtime, durable sessions, sandboxed environments, and execution tracing.

• Agent frameworks

A platform that pairs a Rete rule engine with retrieval-augmented generation, so deterministic rules decide an outcome and grounded retrieval explains the decision in plain language.

• RAG

A web tool from Imgstyler that turns a short text description into an editable SVG logo, icon, or illustration, or converts an uploaded image into SVG, with one free generation before sign-in.

• Design tools

A confirmed, bounty-awarded write-up of a Proton Mail vulnerability that lets an attacker present a forged sender identity indistinguishable from a real one in the web interface.

• Security

A research proxy that lets a small decision model choose Claude Code's reasoning effort on every step, measured to cut a benchmark's cost by up to 55% without breaking the prompt cache.

• Coding agents

An esoteric programming language with exact dyadic-rational arithmetic and a self-hosting compiler that must reproduce its own binary image byte-for-byte before a release.

• Languages

A small vision-language model, fine-tuned with LoRA on a 500-million-parameter backbone, that answers typed multiple-choice, ordinal-score and yes/no questions about an image with calibrated probabilities, in about 400 milliseconds on a laptop.

• Models
• Inference

A local, reproducible sandbox for testing whether an implementation of signed, default-deny authorization correctly refuses actions that a signed manifest does not explicitly allow, built for researchers to attempt an authorization bypass.

• Security

Statically configures WireGuard peers into a mesh with NAT traversal, upgrading each connection from a DERP relay to a direct path when one is found.

• Networking

A self-hosted web dashboard for running and monitoring GitHub Actions across a whole organization, with GitHub App sign-in, two-factor authentication, and per-org statistics.

• CI/CD

A Python source preprocessor where every if, elif, while and match statement is decided by an LLM reading the surrounding code and variables, instead of by Python's own rules.

• Languages

A hybrid retrieval engine for retrieval-augmented generation, written in Rust to run on-device on a phone or a laptop, combining lexical BM25 search, dense embedding search, reciprocal-rank fusion and cross-encoder re-ranking with no server.

• RAG

An in-memory, tree-sitter-based context firewall and Model Context Protocol server for coding agents that compacts peripheral code into interface signatures and stubs, reporting a 72 percent reduction in token usage in its own benchmark.

• MCP servers

An event-driven, harness-neutral API and command-line tool that watches every coding agent running on a machine and lets a developer inspect the sessions, subagents and tool calls they leave behind, without polling.

• Coding agents
• Monitoring

Converts HTML into clean Markdown, through a web interface or directly in PHP, and can add content negotiation to an existing page so the same URL serves HTML or Markdown.

• Libraries

An open standard for writing down how a company works, as plain markdown files in git with a small typed header connecting goals, roles, processes and policies into a graph that a command-line tool validates like code.

• CLI tools
• Documentation tools

A .NET library that turns PDF, DOCX, HWP and other documents into optimized chunks for RAG systems, through a five-stage pipeline built on high-performance Rust FFI readers.

• RAG

A SQL-style query language and toolchain for the Qdrant vector database, covering dense, sparse and hybrid search, filtering and multitenancy, with the same grammar running from a CLI, Python, Node.js, Rust, WebAssembly and an in-process edge engine.

• Databases

A Java framework for strongly typed application flows that combine model decisions, authorized SaaS capabilities and deterministic business logic, generating the surrounding transport, persistence, retries, durable effects and observability.

• Agent frameworks
• Backend

An Electron desktop shell for the official DeepSeek Harness command-line tool, installing the engine from npm rather than bundling a copy of its source, with a plugin marketplace, tray icon, crash-recovery and Windows, Linux and macOS installers.

• Coding agents
• Desktop