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The SRE Approach to AI: Why Reliability Engineering Is the Missing Piece in Business Automation
The AI industry has a delivery problem, not a capability problem. Models can do incredible things, but most AI projects fail because nobody built the operational scaffolding to keep them working. SRE is that scaffolding.
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// the 90% nobody talks about
model = 10% of the system
ops = validation + retries
+ monitoring + alerting
+ deployment pipelines
+ rollback + cost controls
+ docs + runbooks
total = production system
Why Your AI Automation Breaks at 2am (And How to Fix It)
Most AI automations are built like demos: they work perfectly during the presentation, then silently fail in production. The difference isn't intelligence — it's operational discipline.
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5 Processes Every Small Business Should Automate in 2026
Invoice processing, support triage, report generation, onboarding, and inventory alerts — five high-ROI automation targets with real architecture patterns and expected savings.
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My Claude-Assisted Development Workflow
How a solo consultant delivers production-grade automations in days instead of weeks — using AI-assisted coding backed by a decade of SRE discipline.
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