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ai-engineer

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YouTube 2026-10-20-1

AI Agents Cut 3-Day Portfolio Builds to Minutes — Jack McDonald, Apollo & Michael Manapat, Rowspace

Rowspace cut a CLO mock-portfolio build across 200-400 credit names from 2-3 days in Excel to minutes, about 80-90% complete, with the PM finishing the last 10%. The trust comes from staff encoding which of 20 sources wins, worked out with the client's finance team on site. That human-adjudicated rulebook is what the physics and grant-writing reads are missing.

# tags
ai-practitionerforward-deployed-engineeringfinancial-servicesprivate-creditdata-qualityagentic-ai-viabilityworkflow-embeddingapolloverification-infrastructurevendor-claimsai-engineeryoutubetalk
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Verification InfrastructureWorkflow embeddingCredibility verificationEnterprise AI adoptionAgentic AI viability
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private-creditagentic-ai-viabilityverification-infrastructure
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2026-05-22-w22026-05-01-w32026-04-05-12026-04-17-w32026-05-22-32026-04-30-32026-05-07-22026-03-13-w32026-05-01-w22026-04-07-12026-05-13-1
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AI Engineer (YouTube) 2026-10-14-2

The Death of the Code Review: What the Data Actually Says — Laurie Voss, Arize AI

Review isn't disappearing; the unit of human review is moving from the diff to the definition of good. Every no-human showcase, from OpenAI's roughly 1M lines and 1,500 merged PRs with three engineers to Bun's 6-day Rust port, had humans authoring the verifier, and the Bun port still carries 13,044 unsafe blocks against about 74 in comparable human code. Whoever codifies mergeability into rubrics and evals sets what agents treat as done.

# tags
verifier-bottleneckcode-reviewai-engineerai-coding-toolsagentic-engineeringhuman-in-the-looparizeverification-infrastructureloop-engineeringyoutube
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verifier-bottleneckverification-infrastructure
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2026-04-05-12026-05-22-32026-04-07-22026-04-07-12026-03-21-22026-04-22-22026-04-10-w22026-05-01-w32026-05-07-2
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