Automated LLM Evals: CI/CD Guardrails for AI MVPs
Eliminate vibes-based prompt engineering. Learn how to install deterministic CI/CD LLM evaluation harnesses to prevent silent regressions and protect margins.
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LLM Structured Outputs: Stop Schema Drift in AI SaaS MVPs
Eliminate 500 runtime errors and silent database corruption by replacing naive JSON mode with strict schema enforcement and runtime validation.
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2 articlesWhy AI Agents Fail: Replacing Brittle Prompt Chaining with Deterministic State Machines
Discover why naive prompt chains crash in production and how deterministic state machines provide reliable, cost-controlled AI MVP architecture for founders.
7 min readRead Deep Dive →