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.
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.
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