Continuous AI Professional Development for senior engineers
Become an AI-native engineer.
Build modern AI engineering skills, master production workflows, earn industry certifications, and stay current as AI evolves.
The sample lesson is free, no signup. Membership is waitlist-only — we onboard in small batches. Request an invite →
Retrieval question
Your agent returns different answers to the same prompt across runs. What actually fixes it?
Pick one — the coach won’t just say “wrong.”
One membership, two jobs
Get AI-native. Then never fall behind again.
- Job one — the transformation. A mastery-gated curriculum (67 modules, backward-designed from the official exam guides) takes you from senior engineer to working AI architect — with capstone artifacts you can show.
- Cert checkpoints as milestones — AWS AIF-C01 + AIP-C01 and Anthropic CCAR-F, plus our own CAPA Academy credential (no official Cloudflare exam exists). Proof along the way, not the point of the trip.
- Job two — staying current. The weekly Brief, a living curriculum, and a coach that tracks the field so your Monday morning starts ahead of it.
- A coach calibrated for seniors — it argues back, it doesn’t condescend.
The four pillars
One path. Four pillars.
Everything in the membership hangs on four pillars. The curriculum is one mastery-gated path (Track 0 + A–G) through all of them:
- AI Foundations — LLMs, embeddings, RAG, evals, context engineering. Tracks 0·A·B — 18 modules.
- AI Architecture — production agent systems on Anthropic, AWS, and Cloudflare; guardrails, observability, cost. The Architecture Pattern Library holds the production patterns with trade-offs.modules →
- Modern AI Engineering Workflow — Claude Code, MCP, agentic coding, reviewing AI-written code. The Engineering Workflow Library documents how AI-native engineers work.modules →
- Professional Validation — three cert checkpoints, capstone review, interview prep. Track F + exam alignment across the path.
Stays current
The AI era moves weekly. Your engineering judgment should too.
The Weekly AI Engineering Brief — what changed this week in AI engineering, filtered for senior engineers. Read the Brief →
A public changelog — every lesson, item, and coach update is logged as it ships. See the changelog →
The founder log — the platform is built in public; the decisions and the misses are on the record. Read the founder log →
From the founder
Built in public, by someone doing the work.
I'm Wibo, an engineer in Amsterdam, moving into AI architecture the same way you will — by building production systems on Anthropic, AWS, and Cloudflare. This platform is that build, and the curriculum is the map I draw as I go: the patterns that hold up, and the potholes, marked before you hit them. The build is the curriculum.
— Wibo · Amsterdam, NL
Membership
One membership. The whole profession.
The full sample lesson is free, no signup. The Professional Membership unlocks every track, the mastery engine, the coach, and the weekly Brief — and keeps all of it current.
less than $1.35 a day
- The full curriculum — 67 modules, every track
- Modern AI engineering workflows — Claude Code, MCP, agents
- Certification tracks — AWS AIF-C01 · AIP-C01 · Anthropic CCAR-F, plus CAPA, our own Cloudflare Academy credential (no official Cloudflare exam exists)
- Weekly AI Engineering Brief — read it here
- Continuous AI professional development — the curriculum, the Brief, and the coach move with the field
- Senior-calibrated AI coach
- Mastery engine — spaced retrieval, not video watching
Billed annually · Price includes VAT where applicable · 14-day money-back guarantee
Request an invite →Everyone invited from this waitlist gets founding pricing — locked in for as long as your membership stays active. Founding pricing closes 30 days after public onboarding reopens.
The full sample lesson, no signup. No card.
Straight answers
The questions a senior would actually ask.
Why annual only?
Because this is professional development, not content rental. The field moves weekly; an annual membership funds keeping the curriculum, the Brief, and the coach current.
What if it's not for me?
14-day money-back guarantee, no questions asked. EU 14-day withdrawal right honored worldwide.
I'm senior — do I have to sit through basics?
No. Mastery gates let you test out of anything you already know; the diagnostic places you.
When can I actually join?
Membership is invite-only right now; we onboard in small batches from the waitlist. Founding pricing ($396/yr) is locked for everyone invited from this waitlist.
Add the AI-native layer to what you already ship.
A membership, not a one-off course — the curriculum, the Brief, and the coach move with the field.
Waitlist open — we onboard in small batches. The sample lesson is free, no signup.
Get the Brief by email — this is the newsletter, not the membership waitlist.