A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.

AgentFlow: In-the-Flow Agentic System Optimization

🐦‍🔥 Agent Runtime, MacOS/iOS/Linux Pure Swift 6.3

Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher.

A local-first, encrypted Slack/Discord alternative built for the agentic era. AI agents, such as openclaw, join channels, receive tasks, and coordinate on equal footing with humans — over a serverless P2P mesh.

🐔 Agentic systems explained with chickens. Workflows, agents & orchestration made simple. Mermaid diagrams included

Recipes and resources for building, deploying, and fine-tuning generative AI with Fireworks.

Ship 10x faster by running multiple Claude Code sub agents in parallel. GitHub-native orchestration for AI coding agents—no conflicts, no complexity, just pure parallelized productivity.

Lifecycle Management for Agent Skills

Contextrie curates what each agent sees so tasks stay sharp from step one to step one thousand.

🤖 A composable framework for building AI applications.

AI dev that actually gets things done

An open-source framework for building monolithic or distributed agentic systems, ranging from simple LLM calls to compositional workflows and autonomous agents.

Operational doctrine for practical AI systems design.

Production operations framework for AI-powered SaaS. The architectural patterns, failure modes, and operational playbooks that determine whether your AI systems scale profitably or fail expensively.

A production-grade Python client for the Swarms API, providing a simple and intuitive interface for creating and managing AI swarms.

OCR into Agentic Doc (DocAI)

Framework para construir sistemas agênticos usando apenas prompts. Zero código. 100% arquitetura de linguagem.

Template for agentic Chat & Memory Agents with Dapr runtime, UV simplicity, and OpenAI Agents SDK.

Top-level gateway federation for a one-person research lab across domain systems and shared foundations.