A sharp new piece lays out the mechanisms behind context rot and gives concrete token thresholds. I've been hitting those thresholds by hand since February. Here's where the analys...
Anthropic launched Claude Fable 5 yesterday — its first Mythos-class model, priced at double Opus. The context window didn't grow. What changed is everything around it, and that's...
I built an AI to watch a Common Redstart nesting in my garden. Two weeks later she left the box and never came back. The AI didn't notice — and that was the lesson.
I've spent months building context management patterns by hand. Here's how the four major platforms are solving the same problems at the infrastructure level — and what it means fo...
Anthropic shipped a memory tool that looks structurally identical to the markdown files I've been maintaining by hand. Here's what each approach gets right, where they diverge, and...
The biggest bottleneck in long-running AI sessions isn't model intelligence — it's context management. Here's what I've learned about keeping AI on track across complex, multi-sess...