Score8.7
Popularity1436.0
Risklow
TierGold
Score breakdown
Usefulness9.1
Novelty10.0
Momentum10.0
Maturity9.3
Open-source/build7.4
Evidence7.2
Workflow potential9.4
Setup ease6.5
Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.
Why it matters
Useful for security / SOC / detection engineering teams that need a self-hostable AI SOC with an Investigation Ledger that records every LLM prompt, response, and tool call; for platform / SRE teams that need a public eval harness in CI; for AI-security / governance teams that need a 600-line LangGraph orchestrator that is small enough to read end-to-end; for SOC operators that need a 6-workbench
Who should use it
Who should skip it
Skip if the source link, docs, or setup requirements do not match your workflow.
Risk explanation
Risk label needs manual review.