I built a black box recorder for AI systems – CEL v0.2 Pro

Published: (March 18, 2026 at 03:20 AM EDT)
1 min read
Source: Dev.to

Source: Dev.to

The problem

Modern AI agents make decisions, call tools, and run complex pipelines — but their logs are mutable JSON files. You can’t prove what actually happened.

CEL (Colchis Execution Log) is a cryptographically verifiable execution log for AI systems. Every event is recorded as a SHA‑256 hash‑chained binary frame. Any tampering breaks the chain immediately. Think Git — but for AI execution history.

python3 cli.py proof mylog.log
python3 cli.py verify-proof mylog.log mylog.log.proof.json
# → ✅ Proof VALID

Share one file to prove your AI ran exactly this way — independently verifiable by third parties.

Features

  • ✅ SHA‑256 hash chain — tamper‑evident
  • ✅ Execution Proof generator
  • ✅ CLI tool (init, append, verify, dump, export, proof)
  • ✅ Web interface (Flask)
  • ✅ Export to CSV and PDF
  • ✅ Compliance‑ready — EU AI Act, GDPR, HIPAA
  • ✅ Zero cloud dependency — works fully offline
  • GitHub:
  • CEL Pro ($99):
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