BREAKING
Free Video Splits AI Agents Into 4 Parts
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Core parts
Harness, Loop, Memory, Evals
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Harness
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2
Loop Eng
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3
Memory
↓
4
Evals
Agent = Model + Harness
Harness Plus Evals Over Any Framework
Improvement Loop
Evals
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Trace each run
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LLM-as-judge scoring
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Cluster, fix, re-test
Known Pitfalls
Watch
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Context overflow
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Judge bias and drift
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Need guardrails
A Starting Point, Not the Finish
AI NEWS BLITZ
An ex-Google engineer just released a free guide breaking AI agent design into four parts.