HN: SteelSpine replay tool for debugging AI agents
The SteelSpine replay tool is designed for debugging AI agents by allowing users to run and compare different executions. It provides a detailed analysis of divergences between runs and isolates root causes of issues. Additionally, it offers cryptographic proof of the decisions made by the AI during execution.
- ▪SteelSpine allows users to run captured agent executions for debugging purposes.
- ▪The tool can compare different runs and identify where divergences occur.
- ▪It provides a cryptographic verification of the AI's decisions, ensuring audit readiness.
2 outlets in our directory ran this story, first to last over 23 hours. All of the coverage we found sits in one bucket: centre. That one-sidedness is itself worth noticing.
Hacker News (AI / LLM) files mainly under ai. We currently carry 2,200 of its stories.
Opening excerpt (first ~120 words) tap to expand
# Wrap your agent — nothing else changes $ steelspine run python my_agent.py ✓ Run captured: run_0047 | 312 events | 4.2s ✓ Verdict: SUCCEEDED — hash chain clean Divergence detected vs run_0046 — auto-compare running # Find out exactly where two runs split $ steelspine compare ↳ Divergence at event 187: param "query" changed ↳ 3 downstream decisions invalidated — root cause isolated # Cryptographic proof of what your AI decided $ steelspine verify-run ✓ SHA-256 chain: CLEAN | 312/312 events verified | Audit ready
Excerpt limited to ~120 words for fair-use compliance. The full article is at Steelspine.
Discussion
0 commentsMore from Steelspine
%2Fhttps%3A%2F%2Ftf-cmsv2-smithsonianmag-media.s3.amazonaws.com%2Ffiler_public%2F3d%2Fed%2F3dedf986-0087-44f0-9c5a-d7bc444bedec%2Fmap.jpg&w=320)
