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How to Build Your First Production-Grade AI Workflow (With Evals That Actually Catch Failures)
A technical walkthrough for operators tired of brittle automations. Covers the eval harness pattern, error routing, retry logic, and the 4-layer reliability stack we ship to every client.
What We'll Cover
- Why most automation builds break silently
- the four failure modes and how to anticipate them
- The eval harness pattern: 20 historical input/output pairs as your first test suite
- Error routing and retry logic
- building for the case where the LLM gets it wrong
- The 4-layer reliability stack: orchestration, evals, confidence thresholds, observability
- How to ship with confidence: the pre-production checklist.
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