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Analysis that doesn't flinch. AI integration, tool assessments, and case studies for DevOps and QA engineers who build systems that never sleep.

Earned, Not Marketed

Trust is built through process, not promises.

Devil's Advocate Process

Every argument runs through a hostile SME before publication. If the position does not survive scrutiny, it gets shelved.

Zero Sponsored Takes

No affiliate links, no paid placements. Recommendations come from production experience, not partnerships.

Code That Runs

Companion scripts are tested in real environments before they reach your terminal. Full implementations on GitHub.

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Companion Scripts

Open source, production-tested scripts shipped with every issue.

$ ssl-monitor --warn 30d
✓ api.example.com      74d left
⚠ staging.example.com  22d left
✗ old.example.com      expired
$ log-parse nginx --5xx --1h
12 errors (3 unique)
502 /api/webhooks     ×8
503 /api/export       ×3
200 /api/health       ×1,204
View on GitHub