Amir Shayegh  //  writing.26
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On agentic engineering, software practice, and the systems around AI-assisted development. Long form, irregular cadence.

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The Probe Loop diagram. Five stages: Probe, Verify, Discover, Fix, Lock, arranged in a circle.
May 18, 2026·9 min readagentic engineeringtestingpractice

The Probe Loop

A practical loop for the moment after the tests are green

Tests verify contracts. Probes verify reality. A practice that has always been right but only recently became affordable: exercise the real production path, verify actual output, trace divergence to root cause, lock the probe as a regression gate.

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© 2026 Amir Shayegh
North Vancouver, BC