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Overview

Every deep investigation helps Siclaw get better at future investigations. Siclaw stores:
  • a human-readable investigation report
  • a structured summary of the incident
  • searchable memory used to improve future hypothesis generation

How It Works

Writing Memory

After an investigation finishes, Siclaw saves key facts such as:
  • likely root cause
  • affected services or resources
  • important evidence
  • recommended next steps

Reading Memory

When a new investigation starts, Siclaw can look up similar past incidents and use them to improve hypothesis quality. This makes repeated incident patterns easier to recognize over time.
Memory search works best with an embedding provider. Without one, Siclaw still saves investigation history, but semantic recall is reduced.