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The 2026 Annual Developer Survey Results Site is live — view the results here!

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Varun Jindal

October 7, 2026

Part 3: Knowing when your agent doesn’t know: the confidence layer

AI The Heap Building software CC BY-SA 4.0

A data visualization titled 'Knowing When Your Agent Doesn't Know: A Field Guide.' It features a 'Calibrated Confidence' dial showing 0.62 (between Human and Auto), a reliability scatter plot, and details on input signals and operating notes.

October 7, 2026

Part 2: Evals as a deployment gate — and how to know when they drift

AI Building software The Heap CC BY-SA 4.0

Diagram illustrating "EVALS AS A DEPLOYMENT GATE" with a quality control gate, a strip-chart showing quality drifting downward over releases, and inspection notes.

October 7, 2026

Part 1: Make your AI agents boring: the determinism layer

AI Building software The Heap CC BY-SA 4.0

A diagram titled "Make Your AI Agents Boring," detailing a deterministic, linear workflow for AI agents, from entry through reasoning, guardrails, human review, and record-keeping, leading to approval or rejection.

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