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Insights

Practical guides for founders and engineering leads dealing with stalled projects, AI implementation, and software delivery challenges.

Software Rescue

April 13, 2026

Should You Rescue or Rebuild? A Decision Framework for Founders

Your codebase is a mess. Should you fix what you have or start over? Here’s a practical framework to make the right call.

AI Development

April 6, 2026

From AI Demo to Production: Why Your LLM Feature Isn’t Ready (and How to Fix It)

Your AI feature works in a notebook but not in production. Here’s what’s actually different and the engineering work required to bridge the gap.

Software Rescue

March 30, 2026

My Developer Disappeared: The Founder’s Recovery Playbook

Your developer went silent mid-project. Here’s the step-by-step recovery plan: secure your assets, assess the damage, and get back to shipping.

Software Rescue

March 23, 2026

Vibe Coding Rescue: What to Do When Your AI-Built MVP Breaks

Your Cursor/Replit MVP worked in the demo. Now it’s falling apart with real users. Here’s how to rescue a vibe-coded project without starting over.

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