The blog

What we learn shipping AI, architecture and technology leadership for real teams. Costs, teardowns and decisions, written by the people doing the work.

Latest posts

2,240 posts
GUIDEWhat a Realistic MVP Timeline Looks Like in 202628 Jul 2026
GUIDEThe Data-Readiness Checklist Before Any AI Project27 Jul 2026
TUTORIALDesign an Agent Tool Contract with JSON Schema and Failure Codes27 Jul 2026
GUIDEHow to Scope a Software Build When You've Never Shipped Software27 Jul 2026
GUIDETeardown: Replacing a $60K/Year SaaS Tool With an In-House Build27 Jul 2026
GUIDETeardown: Turning a Manual Ops Process Into an AI Agent in 3 Weeks27 Jul 2026
GUIDEWar Story: The AI Feature Users Quietly Refused to Use27 Jul 2026
COMPARISONChoosing Reasoning Effort: When More Thinking Costs More Than It Saves26 Jul 2026
GUIDEFixed-Price Build vs CTO Retainer: Which Contract Protects You Better26 Jul 2026
GUIDEHow to Structure a CTO Retainer So Both Sides Win26 Jul 2026
GUIDETeardown: How We Ran an AI Readiness Assessment for a National Hospitality Group26 Jul 2026
GUIDETeardown: How a Non-Technical Founder and a Fractional CTO Shipped in 60 Days26 Jul 2026
GUIDEWar Story: How Scope Creep Nearly Sank a Fixed-Price Build26 Jul 2026
CHECKLISTAn Agent Incident Runbook: Stop, Contain, Investigate and Resume25 Jul 2026
GUIDEHow to Vet an AI Consultant When You Can't Judge the Technical Work25 Jul 2026
GUIDEThe MVP Scoping Framework: Cutting to the One Thing That Matters25 Jul 2026
GUIDETeardown: What Broke When a Client Scaled Their AI Feature 10x25 Jul 2026
GUIDEWar Story: The Cheapest Vendor That Cost the Most25 Jul 2026

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