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Andrew Ng just released a free 2-hour course on complete Harness Engineering How to go from one prompt to a reliable system of agents that can run, test, and improve themselves: 09:14 - Build your first agent from scratch 33:11 - Master agent loops 1:02:46 - Turn loops into... show more
98,000 просмотров • 6 дней назад •via X (Twitter)
Комментарии: 13

always happy to see some lectures by Andrew Ng

always happy to share some useful videos.

from one agent to a full ai system

The term is legit, but ‘just released’ claims deserve a source link — actual course page, not just a screenshot with timestamps.

this is the link for the course:

does the course cover how to design evaluators when success cannot be reduced to a passing test? that is where reliable loops get much harder

Shifting focus from basic prompting to the surrounding infrastructure is what finally makes agents production-ready.

good. the scaffolding around the model has been the actual job for a while and it mostly got learned by people breaking things in prod. nice to see someone teach it on purpose.

this is called gold

The jump is not from one prompt to many agents. It is from a demo that runs once to a system that can verify its own work.

the missing layer was never another prompt

Moving past single prompts into proper agent harnesses is literally the missing piece for reliable multi step software execution

Reliability comes from the harness, not the prompt. Which signal do you trust most for regression detection: task success, tool traces, or recovery behavior?
