DO IT YOURSELF · SELF-PACED PROGRAMS
Ship production AI with Claude Code. At your own pace.
For engineers and founder-engineers who ship. Video, working repos, and the 85-skill library. Lifetime access.
Teo Deleanu
Taught by Teo Deleanu — 15+ years shipping production software, now building production AI systems on contract. The course is the exact stack and workflow I use on client sprints.
Two ways to learn
Pick your program
Build with Claude Code
2-day intensive · ~12 hrs recorded + repo + skills library
- Ship a working Claude-Code agent end-to-end
- File-edit, MCP tools, hooks, slash commands
- Lifetime access + the skills library
$297 $997 founder price
✓ 14-day money-back guarantee — no questions asked.
Become an AI Engineer
6-week self-paced · ~30 hrs across 6 modules + repos
- RAG, agents, evals, observability, prod-deploy, multi-agent
- Ship a full RAG + agent + eval-CI stack
- Lifetime access + updates + skills library
$499 $2997 founder price
✓ 14-day money-back guarantee — no questions asked.
Syllabus
What's inside
Build with Claude Code · 2-day
- ▸ Edit real codebases end-to-end with Claude Code — ship a change from prompt to commit
- ▸ Wire MCP tools so Claude can read, search, and act on external data in your editor
- ▸ Write hooks that fire automatically on save, commit, or custom triggers
- ▸ Build slash commands that package repeatable tasks into a single keystroke
Become an AI Engineer · 6-week
- ▸ RAG — build a retrieval pipeline that returns the right chunk, measured and repeatable
- ▸ Agents — design tool-calling loops that finish multi-step tasks without hand-holding
- ▸ Evals — write automated suites that catch regressions before they reach users
- ▸ Observability — instrument LLM calls with traces, latency, and cost you can act on
- ▸ Production deploy — containerize, ship, and operate an AI service under real traffic
- ▸ Multi-agent — orchestrate parallel agents that coordinate on long-horizon workflows
The 85-skill library is a versioned collection of reusable Claude Code skills — each one packages a repeatable engineering workflow that Claude invokes on demand in your session. For example, the test-driven-development skill enforces the red-green loop: write a failing test, confirm it fails, implement the minimum fix, re-run until green.
What's included
Every program comes with
- Lifetime access to videos + repos + updates
- The 85-skill library
- Invite-based Discord community
Laws we live by · LLMs in production
10 laws for shipping AI to production without burning cash
Both programs teach these as the spine. By week 6 you've shipped a stack that obeys all ten.
- 01
Spec hard, code soft.
A page of working spec is worth a week of throwaway code. LLMs accelerate the wrong thing if the spec is wrong.
- 02
Evals before the model call.
Write the failing eval first. Without a passing bar you don't have a product, you have a forever-prototype.
- 03
Tools beat prompts.
A 20-line tool with a strict schema beats a 2,000-token system prompt. The model recovers from a wrong tool call; it doesn't recover from a vague instruction.
- 04
Cache aggressively, route ruthlessly.
Prompt cache, embedding cache, response cache. Cheap model routes; expensive model produces. 80% of the bill is the wrong model on the wrong call.
- 05
Monolith for LLMs, microservices for humans.
LLMs read a monolith faster than a 12-service mesh. Split early and you lose the one thing they're best at: holding the whole system at once.
- 06
Curate the context, don't polish the prompt.
The model is only as good as what's in the window. Cut every token that isn't a fact, an example, or a constraint.
- 07
Receipts, not claims.
Every “it works” is a test run, an eval row, or a git log line. Vibes don't ship.
- 08
Subagent review = 2 stages.
Finder + adversarial verifier. One agent gets confidently wrong; two disagreeing agents force the truth.
- 09
Manager mode: 5 → 1.
One operator orchestrating 5 parallel agents ships what used to need a team. Lanes, async, documented handoffs.
- 10
Player-coach.
Ship code and review agents in the same day. The skill is reading whether today needs hands-on-keyboard or orchestration.
FAQ
Questions
Is this cohort-based?
No. It's self-paced with lifetime access. Start and finish whenever.
What if I don't finish?
Lifetime access. Come back any time.
What's the refund policy?
14-day money-back from purchase, regardless of course progress.
Do I need to know Claude Code already?
No. The 2-day intensive teaches it from zero.
Is the 6-week program strictly sequential?
No. Jump between the six modules in any order.
Does it cover Bedrock + OpenSearch?
Yes. Both are covered in the prod-deploy module.