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atakanelik34/README.md
Atakan Elik — ReARC Labs agent infrastructure

ReARC Labs Python TypeScript MCP

Building the operating layer for autonomous agents

I'm Atakan Elik, founder of ReARC Labs. I build infrastructure for agents that need to remember, read the web, and keep state that people can inspect.

The thesis is simple: capable agents need more than model calls. They need durable, verifiable memory, reliable access to the web, and records that humans can check and roll back.

Bilinc

Verifiable memory for AI agents.

  • commit, recall and revise agent state
  • provenance, snapshots, diff and rollback
  • hosted MCP connector, Python SDK and CLI

Website → · GitHub → · PyPI →

Clawifi

Web reading for AI agents.

  • search the web, fetch and scrape pages and PDFs
  • map and crawl sites
  • only the passages that answer a question
  • remote MCP server, try it without a key

Website → · GitHub → · PyPI →

Current focus

memory layer      Bilinc      durable agent state, recall, provenance, rollback
web layer         Clawifi     search, fetch, crawl, passages that answer, MCP
company layer     Compaly     AI-native company operations (in development)

Product surfaces

  • ReARC Labs — the company behind these products
  • Bilinc — verifiable memory for AI agents
  • Clawifi — web reading for AI agents
  • ARES Protocol — agent reputation research (paused)

Stack I keep close

Selected public work

Bilinc PyPI downloads Clawifi on PyPI Hugging Face Istanbul speaker



Atakan's GitHub contributions, including private repositories
Agents should leave receipts. Systems should stay inspectable.

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