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Vibe coding is
here to stay.

The best builders ship with AI. Get certified in Codex, Claude, and Cursor — and prove you belong in that conversation.

Launching soon/Structured certifications/Early access for waitlist

Built for teams that wantsignal over spectacle.

Every certification is structured by practitioners who ship AI-assisted code in production, not by marketers who demo tools.

Founding note

We teach practitioners how to think with AI tools, not how to outsource thinking to them.

That means stronger review instincts, cleaner prompt systems, tighter delivery loops, and better product decisions under pressure.

Real production context

Curriculum built by teams shipping AI-assisted code in production environments.

Opinionated systems

Repeatable operating models, not disconnected demos or novelty prompts.

Small cohort pressure

Live feedback, accountability, and structured critique in every certification path.

Replace scattered experimentswith an operating model.

Three phases move practitioners from tool exploration to a repeatable AI development system.

01

Map the toolchain

Build a working mental model of Codex, Claude, Cursor, and code review workflows.

02

Practice under constraints

Ship inside structured exercises with deliberate boundaries on prompting, editing, and review.

03

Operate like a real team

Convert isolated wins into repeatable playbooks for planning, PR velocity, and production judgment.

Before

  • Tool hopping
  • Prompting without standards
  • Slow PR feedback
  • Ad hoc AI usage

After

  • Deliberate playbooks
  • Review-driven prompting
  • Faster shipping loops
  • Shared team conventions

Next cohort

Start with a guided AI workflow baseline.

Start with a structured baseline. Build judgment through practice. Ship with confidence.

Join the cohort
Real projects. Structured pacing. Production intent.

Better tools deservebetter operators.

Six competencies that separate practitioners who ship from those who demo.

Faster execution

Prompting, editing, and review patterns built for velocity without sacrificing rigor.

Better judgment

Know when to trust AI output, when to rewrite it, and when to reject it.

Tighter PR loops

Clearer diffs, stronger prompts, and review-ready artifacts in every pull request.

System-level thinking

Move from isolated prompts to reusable workflows and team-wide conventions.

Applied tooling

Every module uses a real toolchain: Codex, Claude, Cursor, GitHub.

Production posture

Security, maintainability, and verification stay visible — never buried under velocity.

26%

reported productivity gain

88%

AI code accepted into final output

75%

faster PR turnaround in strong workflows

Learn the tools teams already use,without the marketing fog.

Six structured programs covering the tools and workflows that production teams actually use.

Most Popular

6 weeks·Beginner

Claude Code Beginners

Run Claude Code as a terminal-first agent. Build CLAUDE.md project files, scope context with @-files, and review multi-file diffs before every merge.

Write and iterate on CLAUDE.md
Review-before-merge discipline
Context budget management
View course

Popular

6 weeks·Beginner

Codex CLI Beginners

Operate the Codex CLI to run sandboxed agent tasks from your terminal. Decompose work into specs, review generated diffs, and ship changes through agentic workflows.

Task decomposition with AGENTS.md
Sandboxed agent execution
Diff review and rollback
View course

Trending

4 weeks·Beginner

Cursor IDE Beginners

Set up Cursor Agent, Composer, and Tab completions as a daily workflow. Write .cursorrules, use @-symbols to scope context, and run multi-file Composer flows.

Configure .cursorrules and project rules
@-symbol context scoping
Multi-file Composer workflows
View course

Popular

5 weeks·Beginner

GitHub Copilot Practitioner

Integrate Copilot into your editor and CLI. Use inline completions, Copilot Chat slash commands, and PR review suggestions to ship code with fewer context switches.

Inline completion patterns
Copilot Chat slash commands
PR review with Copilot
View course

Foundation

8 weeks·Beginner

AI-Native Development Fundamentals

Build the baseline for every AI coding tool. Covers spec-driven prompting, the plan-execute-review loop, diff discipline, and when to trust or override an agent.

Plan / execute / review loop
Spec-driven prompting
Diff discipline and rollback
View course

Core

10 weeks·Intermediate

Vibe Coding Methodology

Operate across Claude Code, Codex, and Cursor in a single agentic workflow. Design context budgets, chain multi-agent tasks, and run operator-grade review gates on production codebases.

Cross-tool agentic workflows
Context budget design
Operator-grade review gates
View course

Stronger workflows come frombetter defaults.

Practitioners report tighter delivery loops and stronger technical judgment within their first cohort.

The shift was learning where AI genuinely helps and where I still need to think like an owner. My PR review quality improved within two weeks.

Sarah Chen

Frontend engineer

This felt like an operator playbook, not a bootcamp. I stopped tool-hopping and started shipping with a system.

Michael Rodriguez

Senior product engineer

Our team's PR turnaround dropped by 40% because the certification made prompting and verification part of the same workflow.

Emily Johnson

Full-stack lead

Straight pricing forserious practitioners.

No discount theater. No hidden tiers. Pick a plan and start building.

Plan

Starter

For practitioners building their first AI-assisted workflow.

$19/ month
Core course access
Weekly cohort check-ins
Community workspace
Project feedback
Choose plan

Most popular

Professional

Full operator stack with deeper critique loops and live reviews.

$49/ month
All courses
Live reviews
Mentor office hours
Priority feedback
Career guidance
Choose plan

Plan

Lifetime

Founding pricing. Permanent access as the catalog grows.

$99one-time
Everything in Professional
All future courses
Lifetime access
Founding member pricing
Choose plan

Get started

Ready to ship witha real operating model?

Structured certifications. Real tool workflows. Production-grade judgment. Join the waitlist — early members get founding-member pricing.

Launching soon — waitlist open

Can I start on a free path first?

Yes. The free tier gives you access to core content before committing to a paid cohort.

Do courses include live feedback?

Paid plans include structured critique loops for prompts, outputs, and decisions.

Is this only for beginners?

No. The content is most useful for practitioners already shipping who want stronger AI-native habits.

Will you add more courses?

Yes. The catalog expands around real workflows, not tool hype cycles.