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I Thought the Model Drifted. My Cache Key Was Serving Tuesday.

I Thought the Model Drifted. My Cache Key Was Serving Tuesday.

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8 min read
Don't Golden-File an Agent Patch. Golden-File the Relation.

Don't Golden-File an Agent Patch. Golden-File the Relation.

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7 min read
Testing SAML and OIDC Flows in SSO Applications

Testing SAML and OIDC Flows in SSO Applications

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3 min read
15/15 vs. 15/15: What an Inconclusive Agent Skill Pilot Taught Me

15/15 vs. 15/15: What an Inconclusive Agent Skill Pilot Taught Me

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5 min read
Cron-Driven Golden Cases: A Free-Server Watchdog for AI Codegen

Cron-Driven Golden Cases: A Free-Server Watchdog for AI Codegen

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4 min read
Why Generic Comparison Tools Fail QA Testers (And I’m Fixing It)

Why Generic Comparison Tools Fail QA Testers (And I’m Fixing It)

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2 min read
Hallucination Testing: Check What AI Does When the Answer Is Missing

Hallucination Testing: Check What AI Does When the Answer Is Missing

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2 min read
A Benchmark Is Only as Honest as Its Harness

A Benchmark Is Only as Honest as Its Harness

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4 min read
Nobody Reads the Diff Anymore: How Senior Teams Are Actually Reviewing AI-Written Code

Nobody Reads the Diff Anymore: How Senior Teams Are Actually Reviewing AI-Written Code

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12 min read
Token Meters Lie: A Reproducible Audit for Free-Tier AI Coding Agents

Token Meters Lie: A Reproducible Audit for Free-Tier AI Coding Agents

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5 min read
I made Claude Code and Codex race on my repo. The rule went against the agent that did more.

I made Claude Code and Codex race on my repo. The rule went against the agent that did more.

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4 min read
Your CI is green and your pipeline produced nothing

Your CI is green and your pipeline produced nothing

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3 min read
Testing the JavaScript that actually ships, with a 20-line DOM stub

Testing the JavaScript that actually ships, with a 20-line DOM stub

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4 min read
I got sick of regenerating AI ads over one typo, so I made this

I got sick of regenerating AI ads over one typo, so I made this

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1 min read
Test Design: How Do I Know What to Test?

Test Design: How Do I Know What to Test?

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3 min read
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