Engineering guides for production teams
Long-form, data-driven guides on the topics that matter to engineering leaders building reliable systems at scale.
Guide
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.
Guide
The 2026 AI SRE Buyer’s Guide
20 evaluation criteria across 5 categories
A practical framework for evaluating AI agents for production operations. 20 criteria across 5 categories, a 1-3 scoring rubric, a 4-week POC plan, and a build-vs-buy decision framework. Built from real vendor evaluations and engineering team feedback.