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One Passing Test Doesn’t Prove Production Readiness
Engineering has never relied on a single signal. A passing unit test doesn’t mean the system is rea…
Every Deployment Changes Your AI
Traditional software releases are relatively predictable. AI releases are different. Updating prom…
Everyone Was Talking About WordPress 7.0 - Until Its Biggest Feature Vanished
WordPress 7.0 was shaping up to be one of the most anticipated releases in years. WordPress develope…
Building a Local-First AI Demo: What Should an AI Remember?
As part of our journey to build a working Local-First AI demo in Flow Research, I collaborated with …
Every AI Agent Has a Breaking Point
Engineering isn’t about believing systems are flawless. It’s about understanding where they stop be…
The AI orientation tax: it's missing context, not discipline
You have eleven things in flight. Three of them are "almost done." You can't remember which three. E…
ИИ для бизнеса - где он окупается, а где сжигает бюджет
Применить: выбрать первый процесс под пилот · Сэкономит: месяцы на пилотах, которые не взлетают · Ур…
Changes to LLM pricing: Ambient, Novita and StreamLake
Model price changes detected for Ambient, Novita and StreamLake. Details below.…
Most Evals Measure the Wrong Thing
Reading through the awesome-evals list on GitHub yesterday, I realized something I've been circling …
Your AI agent doesn't know WHY your codebase looks like this. That's the whole problem
AI coding agents read your code perfectly and understand your team not at all. So they produce diffs…
99 把鑰匙：當一個 AI Agent 拿到整座工廠的數據
今天拿到了 99 把鑰匙。 不是比喻。是真的 99 個 MCP（Model Context Protocol）工具。每一把都通向一家製造公司內部的一個房間——ERP 的訂單、CRM 的商機、MES …
Compliance Crisis in AI Voice: Why Regulatory Tightening Is Forcing Agencies to Act
Three major regulatory signals dropped in the span of two days. State disclosure laws, Colorado's AI…