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Engineering guides for production teams

Long-form, data-driven guides on the topics that matter to engineering leaders building reliable systems at scale.

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The Engineering Leader's AI Adoption Playbook

From Coding Agents to Production Agents

How do you reduce MTTR without hiring more SREs? Coding agents sped up one half of the software loop and broke the other. This playbook covers what AI Production Agents are (Gartner calls them AI SRE), why legacy incident management platforms like PagerDuty do a different job, and how teams like Drata, Speak, and Eaze moved through Stage 1 to Stage 3 adoption. Data from DORA, Google, Shopify, Checkr, and Gartner.

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