Rest Is Part of the AI Stack
The better you get at AI, the easier it is to overwork.

Anthropic, OpenAI, AWS, and Microsoft are moving engineers closer to customers. FDE turns model capability into workflows the customer owns and can keep improving.
Today's takeaway
Ornith-1.0: self-improving open-source models for agentic coding; Sixty percent of US consumers say 'AI' in brand messaging is a turnoff; Agentic test processes, LLM benchmarks, and other notes on agentic coding fr

AI coding is collapsing old handoff-heavy workflows into smaller ownership loops. The real challenge is keeping individual speed without losing team quality.

Over two months, Claude Code and Codex changed AI from a coding assistant into a personal operating system: one that routes intent, runs workflows, and learns from the work.

Fable 5 showed that AI work is shifting from prompt-response loops to long-running agent runs, making operating contracts the next scarce AI-native skill.



