Three builds that keep your engineering judgment in the loop. Tech Doc Writer. Incident Summarizer. Technical Research Agent. AI handles the routine. You own the architecture.
An AI-generated authentication module stored session tokens in localStorage. Company policy required HttpOnly cookies. Nobody caught it. For six weeks.
By the time someone noticed, the pattern had been copied into three other modules. The fix took two sprints. The security review took another.
The code compiled. The tests passed. The deployment succeeded. The AI did exactly what was asked.
The problem was that nobody asked the right question: does this match our security policy?
AI doesn't read your company's architecture decision records. It doesn't know your team's conventions. It doesn't know that your CTO banned localStorage for tokens in a Slack message three months ago.
The cost of a wrong engineering decision compounds through your entire system. AI makes that compounding faster.
This course teaches you how to build AI systems that respect the engineering judgment boundary, accelerating the routine while protecting the decisions that matter.
AI handles the routine. You own the architecture. The mind stays in the loop where it counts.
Why code that compiles is not code that ships. The localStorage incident dissected. Where AI accelerates engineering work and where human judgment is non-negotiable.
Upload existing docs as style examples. Define format: API docs, runbooks, ADRs. Bake in your team's conventions. Test, iterate, ship.
Structured post-mortem format: timeline, root cause, impact, resolution, action items. Feed raw logs, Slack threads, ticket comments. Get a structured doc you can actually share.
Research agent searches benchmarks, comparisons, community feedback. Challenger agent audits for bias and missing alternatives. Manager synthesizes. You decide.
Connect the three builds. Engineering-specific verification protocols. Code review with AI as assistant, not authority. Capstone: ship one real workflow end to end.
Each build replaces a real engineering bottleneck. AI handles the routine. You stay in the loop where the architecture lives.
A specialist bot that generates documentation in your team's style. API docs, runbooks, ADRs. Consistent format. Every time.
Raw incident logs, Slack threads, and ticket comments become structured post-mortems. Timeline, root cause, impact, resolution, action items.
Research and Challenger agent team. Evaluates frameworks, tools, approaches. Audits for bias and missing alternatives. Manager synthesizes.
Build the system that catches what tests miss. Three builds. One engineering OS. €297. Lifetime access.
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