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AI
LLM quality gates in production
Evaluation, monitoring, and rollback patterns.
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Engineering notes
Long-form pieces will live here for SEO and practitioner evaluation—AI delivery, SaaS architecture, security evidence, and cloud operations.
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SaaS
Tenant isolation under incident stress
Guardrails that survive real outages.
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Security
Evidence that engineers actually recognize
SSDF-aligned artifacts for audits.
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