IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
4 articles
· 4 min read
AI Ideas
A proposed startup pilot for service businesses: capture enquiries, prepare appointment requests and hand off to staff before building a larger product.
Read more· 7 min read
AI coding
Vibe coding hit $4.7B in 2025. AI code has 2.74x more security vulnerabilities. 95% of AI pilots fail to create ROI. Here is the real story behind the hype -- and why founders need to be careful.
Read more· 8 min read
ai
How a non-technical business owner went from painful outsourcing cycles to building products himself with Claude, Gemini, Codex, and Google Stitch. Real workflow, real tools, real numbers.
Read more· 12 min read
ai
A comprehensive guide to the modern free-tier tech stack that lets you build, deploy, and scale a startup for roughly $20/month. No servers. No DevOps team. No funding required. Just an idea and WiFi.
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