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Encore: the self-improving organic content engine for small businesses. It finds your hits, finds where your audience lives, and shows its work. Built for the MadeThis Self-Improving GTM Agent bounty.
Fully automated YouTube Shorts pipeline with a self-improving feedback loop. Generates topics, scripts, AI images, TTS, renders video, uploads to YouTube, and learns from its own performance.
Autonomous mixture-of-experts code review agent. Orchestrates Claude, Gemini, OpenAI, and Ollama in parallel with agentic tool-use loops and self-improving memory.
Relevance-gated, self-improving procedural memory for AI agents, as an MCP server. Loads only the lessons relevant to the task, learns from failures, prunes what it never uses. ~99% less context per task.
IronGolem OS is a self-hosted autonomous assistant platform that operates continuously, improves safely over time, explains itself clearly, and defends its environment proactively. It is designed to be understandable for non-technical users while remaining rigorous enough for operators and security-conscious admins.
Self-expanding agentic orchestration for Claude Code. Constitutional guardrails, verified task dispatch, proactive monitoring, self-improvement, and operational memory — turns Claude into a business partner, not just a tool.
AI-powered feedback widget for Next.js — users chat with AI, feedback becomes GitHub issues, an autonomous agent implements them, and the system learns from its own failures.