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Google just dropped another 2-hour masterclass Learn how to go from Prompts → Agents → Harness → Loops → Self-Improving Graphs
68,636 görüntüleme • 4 gün önce •via X (Twitter)
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self improving graphs sounds fancy. i'd settle for an agent that finishes one task without me babysitting it

@RoundtableSpace really interesting stuff. I've found that without clear feedback loops early on, agents can go off the rails pretty quickly.

The jump from harness to loops is where most teams stall. A loop is only as good as its stop condition and its eval. Without a cheap check that says this output is worse than last run, self-improving quickly turns into self-drifting.

It's so painful to listen to her

How do you reliably unit-test those "Loops" once you let them mutate their own prompts? It looks clean in an architectural diagram, but without deterministic guardrails, troubleshooting state drift in production is basically brute-force log archaeology.

Google is shipping the future, one loop at a time.

Nice

Are they like having every asian SWE out there to help chat about AI? like wow Asian dominance lol

AI development is moving fast, and these skills are becoming essential.

Prompts are just the starting line.
