Your AI Doesn't Deserve Your Trust Yet
How to architect AI trust with deterministic guardrails: Pydantic validators, Redis kill switches, and OAuth scopes....
Why RAG Will Replace Fine-Tuning for Enterprise AI
Fine-tuning creates models that know things. RAG creates systems that look things up....
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....
Why PostgreSQL Keeps Winning
PostgreSQL dominates the 2025 StackOverflow survey with 55.6% market share....
3,000 AWS Instances Later: The Real Cost of Cloud
What it actually cost to run 3,000 AWS instances in 2014: the bill, the surprises, and the architecture decisions that drove the spend....
Static Sites Still Win
Static sites load faster, cost less, and break less than dynamic alternatives. Here's why the simplest web architecture keeps winning against modern complexity....
Assembly Never Left: Why I Still Write It in 2026
Assembly language isn't a relic - it's essential for voice AI, cryptography, and performance-critical paths....
Serverless Was a Lie
Serverless was a lie for most teams. The cold starts, vendor lock-in, and observability gaps that make it the wrong default for most workloads....
When Rewrites Actually Succeed
When the big rewrite succeeds and when it sinks the company. The conditions that distinguish the rare wins from the many graveyards....
The Browser Is Your Best Security Sandbox
Modern browsers run untrusted code from millions of sources daily and contain threats successfully....
Microservices Were a Mistake for 90% of Companies
A monolith with good tests is better than 50 microservices with distributed debugging nightmares. When to use microservices: when you've proven you need them....
I Built a CMS at MSNBC Before Anyone Called Them CMSs
In 1996 at MSNBC, I built Workbench - a content management system for editors, copy editors, and photo teams before the term CMS existed....
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