Four AI takes I had to read twice before believing any of them
I read AI takes the way I read product roadmaps: with a pen, hunting for the load-bearing claim and ignoring the rest of the decoration. Most of the takes I see on…
Developer
29 articles
What it actually took to port the Copilot runtime to Rust
There is a story going around about a Microsoft product surface being ported from a managed runtime to a compiled systems language. Most coverage collapses the story to a single number, and…
Why I trust GitHub’s status posts more than most others
Most platform status posts read like quarterly earnings calls translated into engineering vocabulary. The rough patches get buried. The numbers stay vague. The framing is always positive. GitHub’s August 2026 availability post…
How I turned a GitHub Issue into a state machine for marketing
I used to lose the first forty-five minutes of every workday to the same handful of mechanical copy-paste jobs. Pull the registration list, scrub it, paste it into the morning channel. Duplicate…
One Window, Three Panels, Zero Tab Switching for AI Code Review
I have shipped agent-written code I could not defend in a standup. More than once. The pattern is the same each time. The diff looked reasonable, the agent’s prose sounded confident, I…
openclaw maintainers on what viral open source actually costs
Almost every open source maintainer you have ever thanked has, at some point, run a project that outgrew them. A weekend script turns into a service. A service turns into infrastructure strangers…
Why your LLM benchmark score is lying to you about production
A leaderboard number says almost nothing about whether the model you just shipped is helping the people you shipped it to. That gap is not bad luck. It is the predictable result…
Eight hours of GitHub downtime taught every team what they depend on
A single Tuesday afternoon in August 2026 is now the reference case for “what happens when the platform goes down.” For seven hours and forty seven minutes on August 17, GitHub’s authentication…
Counting tokens per call is the wrong AI agent dashboard
There is a particular kind of engineering meeting I have learned to dread. Someone opens a slide. The slide has a line on it. The line is going down. The room nods.…
nine 2026 AI terms explained without the buzzword tax
What is actually new in agent vocabulary I have spent the last year reading AI agent announcements, talking to teams who shipped them, and getting buried in a stream of new terms.…