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Cited in hebel. today
- Thu 12 Nov · Agentic Engineering · 5 sourcesDeterministic verification outpaces model confidenceVerification over confidence. OpenAI recently processed 2.8 million lines of the Linux kernel to flag 2,308 potential bugs, yet the team discarded most of these after…
- Wed 11 Nov · Agentic Engineering · 6 sourcesShift from prompting to delegating with structured contractsEffective agent oversight requires moving away from long, repetitive prompts toward formal delegation contracts that define the assignment's objective, necessary evidence, and required human intervention. While…
- Sun 8 Nov · Career · 4 sourcesProduct teams debate the value of friction in AI-driven workflowsThe case for friction. John Cutler argues that traditional product processes, such as multi-round document revisions and team discussions, contain positive friction that improves decision quality.…
- Wed 4 Nov · Career · 4 sourcesAI agents demand deterministic foundations over total rewrites
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