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A research ablation study that diagnoses why GRPO training collapses on long-horizon, multi-tool conversational agents and proposes a combined PRM-Lite and LATA method that achieves a 37 percent relative gain over vanilla GRPO on the tau-bench airline benchmark.

• AI evals
• Papers

A website and command-line tool for finding which large language models will run well on your own hardware, backed by community-submitted benchmark results.

• Inference

A curated list of articles, models, libraries, and tools built around Apple's MLX machine learning framework for Apple Silicon.

• Inference
• Curated lists

A parallel, asynchronous framework that lets several agent workers propose edits to a shared skill, prompt, or harness at once, merging their diffs the way gradient descent merges gradients.

• Agent frameworks

A collection of source code teardowns of 15 AI coding agent projects, such as Claude Code, Dify, OpenHands, Cline and Goose, documenting their architecture, design patterns and engineering decisions that are not covered in official documentation.

• Coding agents
• Curated lists

A curated list of AI agent frameworks, models, protocols, tools and platforms for 2026, organized by category with maturity tags such as new, archived, stale, unverified or hot so a reader can judge each entry at a glance.

• Curated lists

An open-source platform for building, managing and evolving Digital Workers: structured AI labor units that combine reasoning, tool-based action and continuous learning, aimed at real production work such as business process outsourcing.

• Agent frameworks

A C language API for MLX, Apple's array framework for machine learning on Apple silicon, usable directly or as a bridge for binding other languages to MLX.

• Libraries

A local-first personal research agent that organizes messy private document collections into a library with metadata, then reads the relevant original file sections before writing a cited answer instead of relying only on vector search over chunks.

• RAG

A shell script that spins up Elasticsearch and Kibana locally in Docker or Podman containers for trying them out, not for production use.

• Databases

A lightweight JavaScript vector database that stores document embeddings in the browser's IndexedDB and performs semantic similarity search over them using OpenAI embeddings and cosine similarity.

• Libraries
• Databases

A hosted, read-only MCP service that lets MCP clients such as Claude Code or Codex query FTShare's financial market data and proprietary technical-pattern factors through natural language, returning structured, checkable results.

• MCP servers
• APIs

A local dashboard that shows the status of AI coding agent sessions across projects and tools, with optional physical displays and controls such as a Stream Deck, e-ink readers, small ESP32 or LED panels, and companion iPad and Android apps.

• Coding agents

An MCP server that gives an AI assistant read and write access to Google Ads, Reddit Ads and GA4, with guardrails meant to prevent accidental ad spend, available as a self-hosted Python package or a hosted cloud version.

• MCP servers
• APIs

A compact, always-loaded set of operating rules for frontier coding agents such as Claude Code or Cursor, paired with three explicitly invoked skills for continuous execution, parallel work strands and pre-commitment failure analysis.

• Agent skills

A research framework for large-scale, autonomous multi-agent LLM systems that generates agents dynamically and splits tasks automatically, coordinating them in parallel without relying on predefined operating procedures written by a human.

• Agent frameworks
• Papers

A fully local semantic code search engine for AI coding agents that indexes a codebase with open-source embedding models and lets tools like Claude Code find relevant code without reading whole files, measurably cutting token cost and time.

• Agent memory

A full-stack tutorial project that builds an AI agent-driven photo editor: a user types a natural-language instruction, the agent plans a sequence of edits, and 21 image-editing tools carry them out on a browser-based layered canvas.

• Generative media
• Tutorials

A local-first, agentic IDE with a Rust and Tauri backend and a React frontend, built around a local inference server tuned for AMD hardware, aimed at security researchers and cross-platform developers who want AI coding assistance without a cloud dependency.

• Coding agents
• Editors

A native macOS app that indexes text, code, PDFs, images, audio and video into one vector space for semantic search across a Mac's entire local filesystem, running fully on-device with no network connection required.

• RAG
• Desktop utilities

A step-by-step guide and Docker Compose setup for configuring OpenCode's agentic workflow to work with local Ollama models, including the context-window fix needed to make Ollama's tool-calling actually function.

• Tutorials

A research implementation of a unified world-modeling framework that generates consistent multi-camera video while controlling multiple agents at once, scaling across different numbers of agents and camera views.

• Generative media
• Papers

An open protocol for discovering Agent-to-Agent capable AI agents on a local network, such as a hotel, office or hospital, using mDNS and well-known endpoints, with signed AgentCards and explicit user consent before any connection is trusted.

• Agent frameworks

A community-maintained directory of over 13,000 plugins for the DeepSeek Harness (dsh) coding agent, collected automatically from GitHub, validated with static checks before listing, and searchable through a free public API or an in-agent plugin browser.

• Agent skills
• Curated lists