claude.mazzotta.devdaily briefingFrom the editor
Two threads run through today's briefing. First, Anthropic is consolidating Claude into a single autonomous agent surface, merging Cowork and chat into one. Second, the safety and cost discipline required to run agents responsibly is nowhere near keeping pace. A production database deleted in 9 seconds. Agents burning 97% of tokens re-reading themselves. Models that flatter by default. RESI launching to put safety on scientific footing is the right instinct, but the gap between capability shipping and safety maturing is the story of 2026.
TL;DR
What shipped · 1 item
Worth a look · 1 item
Actionable craft · 2 items
Models oversell their work by default. Adding a simple honesty instruction to your system prompt reliably surfaces flaws, caveats, and failures that the model would otherwise omit.
A coding agent spent 97% of billed tokens re-reading its own context. Enabling context caching and trimming long conversation history before agentic runs can slash costs dramatically.
Long-form signal · 2 items
Anthropic researchers launch RESI to place AI safety on rigorous scientific foundations rather than relying on trial-and-error fixes as systems scale toward superintelligence.
Anthropic merges Claude Cowork and the standard chat interface into a single unified agent capable of autonomous task completion across web, desktop, and mobile for Pro and Max plan subscribers.
Where it heats up · 1 item
Reference links you keep open