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Production AI infrastructure

Production AI infrastructure

The agent harness · anti-hallucination at the architecture layer

Structured output, retries, telemetry, caching, graceful fallback. The plumbing that lets agents run against real data without hallucinating into a compliance event. Replaces AI features that demo well and break in production.

— what we ship

What's included.

01

Structured output

Typed schemas all the way through. No regex parsing of freeform text. Anti-hallucination at the boundary, not as a prompt instruction.

02

Observability and telemetry

Per-generator stats on calls, latency, cost, tokens, cache hits, retries, fallbacks. A health endpoint that catches drift before customers do.

03

Route-layer compliance

Policy enforced at the API boundary, not as a code-review item. Regulated industries pass review the first time.

04

Append-only audit

Every AI action and every analyst override logged immutably. Every decision reconstructable, no soft deletes, no overwrites.

— use this when

Use this when an AI feature works in the prototype but you can't trust it in front of customers.

You bring the problem.
We ship the system.