The Demo-to-Production Gap: Why AI Projects Fail
42% of companies abandon AI initiatives before production. MIT research shows 95% of AI pilots fail. The demo-to-production gap is systematic and predictable....
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
Research shows nearly three-quarters of founders experience 'shadow burnout' while exceeding business targets....
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....
Why PostgreSQL Keeps Winning
PostgreSQL dominates the 2025 StackOverflow survey with 55.6% market share....
The AI Productivity Paradox: Why Developers Are 19% Slower
METR's randomized controlled trial found experienced developers are 19% slower with AI coding tools. The twist: they believed they were 20% faster....
Page 4 of 15
Continue Reading139 more articles in Field ManualLoad More