From vibe coding to agentic engineering.
Agentic engineering is a 10x multiplier on the vision, thinking, and discipline you already bring. A multiplier still multiplies zero. The tool is the same for everyone — the output is not.
Most people who struggle with agentic engineering aren’t lacking talent. They’re missing scaffolding — the concrete artifacts that encode their judgment into something an agent can actually read. This is that scaffolding, plus the curriculum for installing it.
Same tools — different discipline
Prompt. Glance. Accept. Move on.
- No spec — the goal lives only in your head
- No eval — “done” means it ran once
- Review is a vibe check, if it happens
- Great for prototypes — collapses on real users
Result: slop, shipped fast.
Brief. Eval. Orchestrate. Gate.
- Briefs are contracts — goal, constraints, done
- Evals define done — the agent can’t fake it
- Output is checked against a no-slop standard
- Survives real users — because it was built to
Result: compounding leverage.
The curriculum — 8 modules
Mindset: the multiplier
What agentic engineering accelerates — and what it doesn’t. Why vibe coding is not agentic engineering.
The brief
A brief is a contract, not a description. Goal, constraints, inputs, outputs, eval.
Evals: defining done
If you can’t test what “working” means, the slop you’re about to get is yours — authored in advance.
The no-slop standard
Slop is not a feeling. It’s a list. Encode attention into an artifact the agent reads.
Design discipline
For anything with a surface, design quality lives in a spec — not in your head.
The second brain
An agent is only as good as the context you can hand it. Write it down once.
Orchestration
The bottleneck stops being lines-per-hour and becomes how many streams you keep coherent.
Review gates & shipping
The gate is where mediocre gets caught. Never claim done without proof.
The artifacts — fork these
The no-slop standard
A review pass the agent runs against its own output before handing it back — dead code, unhandled errors, duplication, untested edges, fake done. 10 sections, fix-or-justify.
TemplateDESIGN.md
The design-quality spec, fork-ready. Tokens, voice, layout scale, and an anti-pattern list. The difference between “looks generated” and “looks intentional.”
StarterSecond-brain starter
A CLAUDE.md skeleton, playbook stubs, and a one-fact-per-file memory structure. The context layer that compounds — and the honest moat.
Lessons
Notes from real sessions — patterns, failure modes, breakthroughs. The part that makes the curriculum sharper every time someone runs it.
How to use it
If you’re learning — start with the curriculum, do the exercises in order, and install the scaffolding as you hit each module. Reading changes nothing; building the scaffolding changes everything.
If you’re mentoring someone — the curriculum is your syllabus. The lessons folder is where you log what actually happened, and that feedback loop is what keeps it sharp.
If you just want the artifacts — grab the no-slop skill, the DESIGN.md template, and the second-brain starter. They stand alone.
Want to go from vibe coding to actual agentic engineering?
I mentor and coach engineers and teams making this jump — orchestration, evals, the scaffolding that kills slop.
Book a free 30-min session →