Building LLM-Enabled Multi Agent Applications from Scratch

Skills for Real Engineers. Straight from my .agents directory.

Annotate and review coding agent plans and code diffs visually, share with your team, send feedback to agents with one click.

👻 Ghostty is a fast, feature-rich, and cross-platform terminal emulator that uses platform-native UI and GPU acceleration.

Design principles for agent ergonomics. Higher accuracy with lower token cost than both MCP and regular CLI.

git push no-mistakes

SpaceXAI's coding agent harness and TUI. Fullscreen, mouse interactive, extensible.

HTML is the new markdown. Lavish is the new editor for your HTML artifacts.

Talk to one agent. Ship with a crew.

A persistent incremental diff review loop for pi

Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦

35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task b…

An iii worker that builds and maintains a source-grounded, interlinked markdown wiki for a code repository, and serves a browser UI to read and search it.

Ministack: Free, open-source local AWS emulator - 55+ services, Terraform compatible, real databases. Free forever. MIT licensed.

autonomous red teaming platform; multi-agent offensive-security meta-harness

OpenWiki is a CLI that writes and maintains agent documentation for your codebase.

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, an…

A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.

#1 Persistent memory for AI coding agents based on real-world benchmarks

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

Hierarchal Agent Loop Optimizer

A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.

A runtime substrate that turns an agent's execution into a reversible, Git-like trace, so meta-agents can observe, fork, replay, and revert any run. Couples agent and environments in a copy-on-writ…

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static bin…