Technical Writing

Articles about multi-cloud architecture, platform engineering, SRE patterns, and lessons learned from production systems.

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Automating with AI is not adopting AI

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There is a pattern that repeats itself every time a team seriously starts working with AI tools.

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Your AI workload is not your infrastructure's problem. Until it is.

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There’s a conversation happening in the software architecture community about how bad code design inflates LLM token consumption. It’s a valid point. But it misses an entire layer of the problem — the one Platform Engineers and SREs actually own.

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AWS Cost Explorer Just Got Conversational — And That Changes the Workflow

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AWS just closed the last friction gap in cost analysis.

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AI Observability: the problem nobody is solving well in 2026

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We’ve spent years building AIOps — using AI to observe infrastructure. But there’s a more urgent problem taking shape: who observes the AI itself?

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From ticket to PR with agents: how to use Claude to automate platform changes without breaking SLOs

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In Platform Engineering and SRE, the hardest part of change is rarely writing the change itself. The hard part is everything around it: understanding the intent behind a ticket or incident, locating the right context, identifying the systems involved, deciding what should change, validating the blast radius, documenting rollback, and...

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Multi-Layer Cost Controls for Cloud Data Platforms

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Managing costs in cloud data platforms is challenging, especially in sandbox environments where analysts experiment freely. A single misconfigured query can run for hours, consuming resources and exploding budgets.

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