TL;DR: An AI product can handle a complicated feature and still get an ordinary piece of work wrong. We ran into this with a simple approval in Context Studio. Fixing it took both a clearer prompt ...
TL;DR: Raft is right that agent activity is not agent value. My issue is that the most memorable number in its analysis still measures visible messages, while the outcome measures remain mostly a f...
TL;DR: Shared Context cannot stay inside personal agent sessions. It needs to be text-based, keep its history, and be shared by the team and the team’s agents. Those three conditions ended up shapi...
TL;DR: I get a lot more done with agents now. But as soon as the work goes back to the team, why does everything still feel like such a slog? Working Alone Got Faster I’m getting a lot more don...
TL;DR: Agent memory is not about storing more context. The real problem is governance: which memory is relevant, which one has authority, which one belongs to this turn, and which one should stay q...
TL;DR: The interesting part of recursive self-improvement is that it moves the AI conversation from model score to real work throughput. To know whether AI is useful, we should not only ask how it ...
TL;DR: The question is not whether agents will take human work. The question is which work should become a loop, and which work must stay human. Agents are good at monitoring, drafting, checking, u...
TL;DR: Yegge’s piece on Anthropic’s hive mind is not really about smart people collaborating well. The interesting part is that hive mind has preconditions. AI did not invent elite teams. It change...
TL;DR: Foundation models are converging. The top 10 on Chatbot Arena are within 44 ELO points. API prices dropped 80% in a year. Anthropic’s real play is becoming the next AWS, not winning the next...
Does AI make teamwork easier? Where’s the real bottleneck in your pipeline? My take — AI didn’t reduce the friction. It relocated it. We needed to put together a review deck. Engineers and PMs,...