Mark Silvester

Writing about Platform Engineering, DevOps, and AI. The engineering that makes AI work in production, not just in demos.

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AI Root Cause Analysis Shifts from Model Reasoning to Context Engineering

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GitHub Copilot CLI Gets Tabs and No-Config-File Tool Setup in Redesigned Terminal UI

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GitLab 19.0 Embeds Agentic AI in Secrets, Merge Requests, and Supply Chain Security

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GitHub Slashes Agent Workflow Token Spend up to 62% with Daily Audits and MCP Pruning

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Pinterest Engineers Eliminate CPU Zombies to Resolve Production Bottlenecks

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Netflix Scales "Human Infrastructure" to Manage Global Live Operations