June 29 – July 2, 2026 · San Francisco, CA · imported from ai.engineer's public schedule feed

AI Engineer World's Fair 2026 — unofficial import demo

Unofficial demo. This programme was imported from the AI Engineer World's Fair's own public schedule feed to show vibeboard at real conference scale. Not affiliated with, or endorsed by, the organisers.

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Claws & Personal AgentsSession

Every Harness Will Become A Claw

Sam Bhagwat

When
Tuesday, June 303:20 PM – 3:40 PM · 20 min
Where
Track 1San Francisco, CA · imported from ai.engineer's public schedule feed
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About this session

Most of the Harness discussion is just a reprise of Context Engineering from last summer. But it's not 2025 anymore. We live in a Claude Code world, and the best way to think about a harness is Context engineering + Coding Agents = Harness. Harnesses are a magical DX because of specific features like planning mode, parallel subagents, skills, background tasks etc. But it doesn't stop there. People are shoving their harnesses in a box, making them listen to external events, giving them channels (the ability to ping its users), and a heartbeat. They are making them into Claws. And actually, harnesses _want_ to become claws, so they can take up more share of mind, suit collaboration workflows, and be available afk. I propose "Steinberger's law", a spinoff of Zawinski's law: every harness will expand until it becomes a Claw

Speaker

Sam Bhagwat
Sam Bhagwat

Founder/CEO, Mastra

co-founder/ceo mastra the typescript agent framework. author principles of building ai agents. prev cofounder gatsbyjs.

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