How My Agentic Engineer Turns Problems into Proved Working Solutions

The useful unit of autonomous engineering is not a generated pull request. It is a problem understood, a change verified, and an outcome proved.

The useful unit of autonomous engineering is not a generated pull request. It is a problem understood, a change verified, and an outcome proved.

KSail's license changed three times in 18 months. Here's why it went from Apache-2.0 to GPL-3.0 to PolyForm Shield 1.0.0, and why I think more dev tools should consider it.

A Mac Mini runs 24/7 at home, firing scheduled prompts that open PRs against KSail. Here's how I've set it up and what I've learned running it.

KSail now ships with a built-in MCP server that lets Claude, Cursor, and other AI assistants manage Kubernetes clusters directly. Here's how it works and what you can do with it.

Most local Flux setups point at a Git repo. OCI registries are cleaner — here's a full walkthrough using KSail's local registry and workload push command, plus how to extend the same workflow to GHCR for CI.