ai-coding-tools

Coverage of the tools that put AI directly into the software development workflow, from coding CLIs and IDE assistants to agents that execute multi-step tasks across a codebase. Posts examine how these tools perform on real, high-stakes work like migrations and infrastructure changes, where the value lies in leverage under human control rather than full autonomy. Expect hands-on assessments of what works, where the limits are, and how to keep an operator in the loop.

Human hand on a glowing control lever while an AI operates background switches in a command center.

ai-coding-tools, database-migration, devops, ai-operations, human-in-the-loop

The AI Wasn't Writing Code. It Was Running the Operation.

We pointed an AI coding CLI at a high-stakes database migration and treated it as the operator, not a code generator. What followed changed how we think about AI in infrastructure: the real frontier is leverage under human control, not autonomy.