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software-reliability

01
A laptop displaying code on a wooden desk, in a dimly lit workspace.

The 2 AM Stack Trace That Names a Method That Was Never Real

An AI coding agent invented a convincing API method. Here is the evidence-first sequence for finding, fixing and preventing the production failure.

August 30, 2026
Ai Coding AgentsProduction DebuggingApi HallucinationsSoftware Reliability
02
A man working on a laptop in a cozy, modern office space with a focus on technology.

Friday, 4:47 PM: The Agent Stops

Before calling an AI coding agent production-ready, request these runtime logs, diffs, permission records and recovery proofs.

August 30, 2026
Ai Coding AgentsAgent RuntimeProduction ReadinessSoftware Reliability
03
A crowd enjoys a live performance, recording on a smartphone at an indoor concert.

The Anatomy of a Stage Failure

A mobile demo passed the emulator, then failed on stage. See where the test process broke and how to stop the same failure.

August 30, 2026
Mobile TestingProduct LaunchesSoftware ReliabilityDemo Failures
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