The SOC 2 Evidence Checklist for Engineering Teams
We built a SOC 2 evidence checklist because evidence is what we help engineering teams with every day. Proof that code is reviewed, scanned and fixed...
What October 2026 Taught Engineering Leaders About Preventing Supply Chain Attacks
In one week of October, critical problems hit the PHP runtime, a compression library that HTTP clients depend on, a self-managed source control...
AI-native SDLC: how to get there without rebuilding your development process in 2026
Your team gave every developer a coding agent, and code now arrives faster than anyone can review it. However, the SDLC around the agent still runs at...
Context engineering for AI-native SDLC
What Is AI Context Engineering? Giving Coding Agents the Right Context
When a coding agent breaks a rule your team agreed on, the usual instinct is to give it more instructions, but more material can make the agent worse....
AI Giants Recap: People Are Sleeping on Swarms (with Steve Yegge)
“What is actually happening right now would absolutely blow your mind and terrify you.” – Steve Yegge
comparing graph, harness and loop engineering
Graph, Harnesses and Loop Engineering Explained
When a coding agent fails, the usual instinct is to swap the model. The evidence points somewhere else. On SWE-bench Pro, Claude Opus 4.5 scored 45.9%...

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