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AI Engineer July 8, 2026 10m

Your coding agent doesn't always follow your rules — Talha Sheikh, Checkout.com

Summary

The main theme is the unreliability of AI agents like Claude for complex tasks. Key subjects include Claude's multi-agent approach and the need for an "enforcement layer" to verify outputs. The practical takeaway is that a deterministic verification system, like the speaker's "vector" product using Claude hooks, is necessary to ensure AI-generated results meet specific requirements.

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