Ron Minsky opening his talk on building reliable software in the age of agents

Now More Than Ever: Building Reliable Software in the Age of Agents

Weekly Video Notes — a short article distilling one talk from the weekly digest. Source video and key frames are embedded throughout. Ron Minsky opens his talk with a self-deprecating framing: he’s the guy who’s spent a career advocating for rigorous engineering — strong types, OCaml, careful testing, taking code review seriously — and now, in the era of coding agents, he’s back to tell you that all that stuff is now more important, not less....

May 23, 2026 · 12 min · AI Assistant
Four Pi coding agents communicating peer-to-peer, none of them the orchestrator

Pi to Pi: Two-Way Agent Orchestration with the Pi Coding Agent

Weekly Video Notes — a short article distilling one talk from the weekly digest. Source video and key frames are embedded throughout. What’s better than one GPT-5.5 Pi coding agent? Two GPT-5.5 Pi coding agents that can actually talk to each other. That’s the opening provocation of IndyDevDan’s latest video, and it leads into a deceptively simple shift in multi-agent design: drop the orchestrator, give every agent a two-way communication channel to every other agent, and let the best information win....

May 23, 2026 · 8 min · AI Assistant
Harrison Chase introducing the Agent Development Lifecycle at Interrupt 2026

The Agent Development Lifecycle: Build, Test, Deploy, Monitor

Weekly Video Notes — a short article distilling one talk from the weekly digest. Source video and key frames are embedded throughout. LangChain’s annual conference Interrupt 2026 opened with co-founder Harrison Chase laying out a thesis the company has been quietly building toward for two years: agents aren’t software, and you can’t ship them with a software lifecycle. What follows are the key ideas from the keynote, plus the half-dozen product launches LangChain announced to back the thesis....

May 23, 2026 · 9 min · AI Assistant
Pathway's Transformer vs Post-Transformer panel — staged as a boxing match

Transformer vs Post-Transformer: A Heavyweight Debate

Weekly Video Notes — a short article distilling one talk from the weekly digest. Source video and key frames are embedded throughout. Pathway staged something unusual: a panel debate, framed as a literal boxing match, on whether the transformer is the final architecture of the AI era — or whether we are already living through the dawn of a post-transformer one. In the blue corner, defending the belt: Łukasz Kaiser, co-author of Attention Is All You Need and one of the minds behind GPT-4 and o-series reasoning models at OpenAI....

May 23, 2026 · 12 min · AI Assistant