High-Signal Technical Insights & Strategy

CTO-Grade Insights for SaaS & AI Founders

Battle-tested software architecture, deterministic AI systems, and actionable 0-to-1 engineering roadmaps for founders seeking technical partnership.

Filtered by: Deterministic AI

Featured Deep Dive

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.

11 min read

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Latest Publications

1 article

Why 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 →

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