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SteelSpine: Replay Tool for Debugging AI Agents

SteelSpine AI is a new debugging tool for AI agents that captures every run, decision, and tool call with a single command. It enables deterministic replay, run comparison, and cryptographic audit trails, addressing the high failure rate of agents, statelessness of LLMs, and lack of auditability. It is EU AI Act Article 12 compliant out of the box.

SourceHacker News AIAuthor: J_Felps
SteelSpine: Replay Tool for Debugging AI Agents
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Summary only

Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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EngineersIntermediate

Key points

  • Wrap any AI agent in one command without code changes to capture all events.
  • Deterministic replay and precise divergence detection to find root causes of failures.
  • SHA-256 hash chain based cryptographic audit, tamper-evident and compliance-ready.
  • Persistent memory injection via transparent proxy solves cross-session statelessness.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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