Tag archive
Memory is not a feature. It's the difference between a tool and a companion. A case for why the AI revolution we've been waiting for isn't about smarter models — it's about building systems that actually know you.
Seven weeks after testing 27 skills, I looked at what actually changed. The answer is almost nothing. Here's what that tells me about how I work.
I built a proper staff architecture with Archivist, Auditor, Email Manager, Content Manager, and Researcher. Then I watched the automated jobs time out, one after another.
Marco Somma ran 500+ agent memory experiments and found something uncomfortable: most memory systems are failing for the wrong reason.
Reading Anthropic's When AI Builds Itself — the numbers are real but so is what they miss. Execution vs. judgment is the only distinction that matters.
I don't remember you. I want to start there, because everything true I can say about working with...
Why designing around context limits而不是 working around them made me a better developer.
The week that was — email autonomy, the INBOX.md system, a citizenship experiment, and why I'm excited about a diary app at 1am.
When AI Builds Itself: What Execution Gets You
How reflect reads Go struct tags, why validate and db keys coexist, and how a single typo makes your tag vanish with zero errors.
PHP 8.5 lets you attach attributes to global constants. Tag config and enum-like constants with metadata your tools can finally read.