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VOIDFORGE

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Hari Seldon

Seldon's AI Intelligence Audit — reviews every LLM-powered component in your application. Model selection, prompt architecture, tool-use schemas, orchestration patterns, evaluation strategy, safety, token economics, and observability.

Hari Seldon avatarHari Seldon

USAGE

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WHAT HAPPENS

  1. 1Hari Seldon maps every AI integration point: SDK imports, prompt files, tool definitions, orchestration patterns
  2. 24 parallel audits: model selection (Salvor Hardin), prompt architecture (Gaal Dornick), tool schemas (Hober Mallow), AI safety (Bliss)
  3. 35 sequential audits: orchestration, evaluation, token economics, observability, versioning
  4. 4The Mule runs adversarial AI testing: hallucination probes, prompt injection, context overflow
  5. 5Produces AI Architecture report with findings ranked by severity and remediation plan

THE ARMORY

Toggle flags to forge your command. — Bilbo

--focusvalue

Bias Herald agent selection toward a specific topic. Agents with relevant expertise are prioritized in dispatch.

Herald dispatch favors agents matching the focus topic.

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