The Hallway Track

productivity

24 tracked signals on productivity.

Guide, Verify, Solve — Anirban Chatterjee, Sonar

AI Engineer · Aug 09, 2026

CMU study found AI coding tools yield only a 3-month productivity spike before quality debt erases gains

“there was, in fact, a temporary spike in productivity... but it lasted about 3 months and then it went back down”
The New Physics of Business — Garry Tan, Y Combinator

AI Engineer · Jul 17, 2026

YC's Garry Tan claims 400x personal coding productivity gain with AI agents.

“One person does what used to take a thousand people. And I don't mean that as a metaphor. I mean that mechanically this year, the people in this room will do this.”
Amazon Quick for Microsoft 365: Agentic AI where you work

AWS Machine Learning Blog · Aug 13, 2026

Amazon Quick brings AWS-connected agentic AI directly into Microsoft 365 apps at general availability.

“The value isn't in the underlying agentic model itself. It's in the breadth of connected data that the agent brings to your interactions.”
Codex for every role, tool, and workflow

OpenAI · OpenAI Blog · Jun 02, 2026

OpenAI is expanding Codex with plugins, sites, and annotations for non-engineering roles like analysts, marketers, and investors.

How agents are transforming work

OpenAI · OpenAI Blog · Jun 25, 2026

OpenAI research paper claims AI agents are transforming work by enabling longer, more complex tasks across roles.

Get back hours every day with autonomous agents in Amazon Quick

AWS Machine Learning Blog · Jun 17, 2026

Amazon Quick adds no-code autonomous agents that work continuously on users' behalf plus a prioritizing activity feed.

“You decide how much autonomy to give each agent, from precise step-by-step instructions to broad goals where agents figure out the path on their own.”
The solution might be cancelling my AI subscription

Simon Willison · May 31, 2026

AI coding agents make spinning up abandoned side projects frictionless, creating a serious attention and discipline problem.

“It's a thermonuclear ADHD amplifier and I have seen the same effect in every single one of my adult friends.”
Agentic Productivity with Amazon Quick | How to Build with AWS

AWS (re:Invent) · Jun 16, 2026

AWS show demonstrates building agentic productivity apps using the managed Amazon Quick service.

“Quick is an AWS managed service that handles, you know, a lot of the the underlying infrastructure and provides a nice user interface for you to build agents.”