groundwork
Two Brains: Why Dynamic Model Routing Beats Picking One AI
The better your coding model gets at code, the worse it writes. I stopped picking favorites and started switching between them.
AI Transformation
The Dress Rehearsal
Anthropic buried their Opus 4.7 strategy in a single sentence. The model they're not shipping explains the one they are.
AI Transformation
The Flowchart
If Opus 4.7 needs instructions that explicit, it needs its own programming language. Because it's no longer interested in inferring what we have to say.
groundwork
The Fortress
Cloud AI fails. Power grids fail. Your client's deadline doesn't care about either one. So I built Krull AI, a complete offline solution.
groundwork
Your AI Has Amnesia
You wrote the rules. Your AI followed them. Then it quietly stopped.
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