posts
Short posts
Quick takes on industry news, project updates, and notes, newest first.
- Barclays, Claude, and the Reality of Enterprise AI
The narrative that AI is going to eradicate enterprise software engineers looks sillier every time an actual bank shares its roadmap. Anthropic's…
- The Economics of Agentic Workloads Just Shifted
There are the usual benchmark debates around Anthropic's release of Claude Fable 5.1 and Mythos 5.1, but the pricing shift is what actually matters in…
- Agent Scaffolding Is a Paradigm Shift in Cybersecurity
The policy debate around AI safety has often fixated on whether frontier models can independently discover exotic zero-day exploits, but it is finally…
- Practical AI is Data Plumbing, Not Magic
Real AI impact rarely looks like autonomous systems replacing human experts; it looks like solving brutal data plumbing problems under crisis conditions.…
- Claude Opus 5.5 and the Economics of Agentic Loops
Everyone tends to fixate on benchmark leaderboards, but the real story in Anthropic's Claude Opus 5.5 release is the operational economics of agentic…
