Batch API is terrible for one agent. It might be great for a fleet.

Batch API is terrible for one agent. It might be great for a fleet.

What does an agent harness feel like when every model turn goes through Anthropic’s Batch API instead of the synchronous endpoint?

Batches are 50% off. For anyone burning real money on agents (eval suites, background subagents, anything that runs unattended), half-price tokens are the kind of number that makes you stop and squint. The trade is latency: batches are asynchronous, with up to a 24-hour processing window.

[Read More]

Introducing AutoAgent Action – Smarter GitHub Checks with AI

autoagent-robot.png

Last Wednesday (Sep 10), I had the chance to attend a hackathon at Cursor’s offices - huge thanks to the Cursor team for hosting such a great event! 🙌 The focus was on Cursor CLI and their new Background Agents API.

When I started brainstorming ideas, I came across Eric’s post about running various rules during CI/CD to automate checks and actions. It got me thinking — setting up those rules often involves a lot of repetitive work: crafting similar prompt setups and then defining the actions themselves.

[Read More]