Agency16 June 20262 min read
What agentic-dev training actually looks like
Most AI training is a slide deck and a prompt cheatsheet. Turning a dev team into agentic operators is hands-on, on your own codebase, on real production work.
The short answer
Real agentic-dev training isn't a webinar or a prompt cheatsheet. It's hands-on work on your own codebase: your developers running agents on real tickets while someone who does this in production coaches them, plus the context, orchestration, and observability layer to run on. It ends with the capability living in your team, not a slide deck.
Short version: most "AI training" is a webinar, a prompt cheatsheet, and a sense that your team should be doing more. That doesn't move a team from copilot to operator. Real agentic-dev training is hands-on, on your own codebase, with your devs running agents on real work while someone who does this in production sits beside them. It ends with the capability living in your team, not in a slide deck.
Why the usual "AI training" doesn't stick#
A deck explains what agents can do. It can't give your devs the judgment for when to trust an agent, how to scope work for one, how to review its output at the right altitude, and when to step in. That judgment only forms by doing the work on real code, with feedback. Generic training skips the only part that matters.