Desktop workspace for delegating projects to AI models, connecting business data sources, creating shareable artifacts, and scheduling recurring agent tasks. Supports model routing and multiple agent harnesses.
A non-coder compares a Claude CoWork setup with ChatGPT Work after importing skills and workflows. It covers subscription and model trade-offs, project and knowledge-management workflows, desktop voice, plugins versus GPTs, shared-memory experiments, and the importance of human review.
A benchmark comparing eight AI agent harnesses running the same Kimi K3 model across 25 business-application tasks. It compares pass rates, speed, tool calls, token usage, and estimated cost, finding substantial differences between harnesses.
A controlled benchmark comparing eight agent harnesses—Oh My Pi, Kimi Code, Hermes Agent, Claude Code, Pi Agent, OpenCode, Grok Build, and Codex—using the same Kimi K3 model via OpenRouter, identical tools, and 25 complex business-app tasks. Results show a 20-point pass-rate spread, major differences in speed and cost, and that more tool calls did not guarantee better outcomes.
Self-hosted AI gateway routing across 268 providers with auto-fallback, token compression (RTK+Caveman), built-in MCP server, and cloud agent support. 33k+ stars, MIT license.
Self-hosted AI router with 3-tier auto-fallback (subscription → cheap → free) across 60+ providers. RTK+Caveman token compression saves 20-65%. One OpenAI-compatible endpoint for all CLI tools. MIT license.
Open-source collaborative platform by Block, Inc. (formerly Square) — a shared workspace where humans, AI agents, workflows, Git events, and project memory coexist. Built with Rust, TypeScript, and Dart. 12.8k stars, Apache 2.0.
Self-hosted karaoke app that uses neural networks (Demucs for vocal isolation, Whisper for lyrics alignment) to create karaoke tracks from any song in your music library. Real-time pitch scoring and a polished UI. Built with Rust (Tauri desktop app), React/TypeScript web client, Python ML pipeline. Self-hosted web version available, Docker support. 1.3k stars, GPL-3.0.
Practical guide to the Simple Memory node in n8n AI Agent. Covers context window (exchanges vs messages), sessionId configuration, queue mode incompatibility with Redis, and Postgres Chat Memory for production.