Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
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YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently. By capturing real-time visual data and consolidating it into structured memories, Mirix transforms raw inputs into a rich knowledge base that adapts to your digital experiences.
- llm-agents
- llm-memory
- memory-agents
- personal-assistant
A self-learning data agent built with systems engineering principles. It grounds answers in 6 layers of context and improves with every query.
- agno
- ai-agents
- text-to-sql
Agent memory: long-term memory & agent memory handoff. Claude Code & Codex.
- agent-memory
- claude-code
- codex
- self-evolving
AgentRun is an open-source platform that supercharges your agents. It adds self-improvement, durable execution and a control plane on top of your favorite agent harness. Your agents become smarter, more fault tolerant and use fewer tokens with every run.