Bootstrap vs VC in 2026: The Math Changed
Down-rounds hit 15.9% in 2025. AI startups took 61% of all global venture funding. The 2026 math favors bootstrap more than any time since ZIRP ended....
Why RAG Will Replace Fine-Tuning for Enterprise AI
Fine-tuning creates models that know things. RAG creates systems that look things up....
The Demo-to-Production Gap: Why AI Projects Fail
42% of companies abandon AI initiatives before production, and MIT found 95% of organisations getting zero return on generative AI....
Microservices Decision Guide: Architecture Framework
Should you use microservices or a monolith? This canonical guide provides a decision matrix, extraction checklist, and honest evaluation criteria based on team....
The Founder Burnout No One Talks About
Startup Snapshot surveyed 400+ founders: 81% do not openly share their stress, and only 10% feel comfortable raising it with investors....
Why Most AI Startups Will Fail by 2027
Why a wave of AI startups will collapse in 2027: unsustainable unit economics, model commoditization, and the venture math that no longer works....
The Junior Developer Extinction Event
Entry-level software engineering positions have dropped 60% since 2022. A Harvard study found companies cut junior hiring before AI can replace those roles....
The Test Coverage Lie
Test coverage is a lying metric. 95% coverage with no behavior checks is theater. What to measure instead if you actually care about correctness....
45+ Years in Technology: A Journey
From programming at age 7, to seeing the world in the Navy, to running 3,000+ AWS instances....
Building Software for Government: What Nobody Tells You
Government procurement is maddening. Security requirements are exhaustive. The pace is glacial....
Why I Still Trust Make Over Modern Build Tools
A contrarian defense of Make (1976) over modern JavaScript build tools. Make is boring, understood, and still works....
Agentic AI's 40% Failure Rate: The Correction Nobody Wants
Gartner predicts over 40% of agentic AI projects will be canceled by 2027....
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