EVERY DEV
CLAIMSAI SKILLS.
WE VERIFY
WHO HAS THEM.
The world’s first AI developer certification. Learn free. Build a deployed SaaS in 5 hours under anti-cheat conditions. Get human-reviewed. Prove it to any employer in 10 seconds.
FREE COURSE — NO CREDIT CARD — START IN 30 SECONDS
[ EXAM ]
05:00:00
SERVER-TIMED
[ OUTPUT ]
1 SAAS
DEPLOYED + WORKING
[ REVIEW ]
HUMAN
LINE-BY-LINE
[ ANTI-CHEAT ]
100%
EVERY SECOND TRACKED
0+
YEARS BUILDING SOFTWARE
0
HOURS AGENTIC CODING
0
HOURS TIMED EXAM
FREE COURSE
$0
ONE-TIME CERTIFICATION
0%
EVERY SECOND TRACKED
0+
YEARS BUILDING SOFTWARE
0
HOURS AGENTIC CODING
0
HOURS TIMED EXAM
FREE COURSE
$0
ONE-TIME CERTIFICATION
0%
EVERY SECOND TRACKED
THE AI AGENTS
THAT WRITE YOUR CODE
You are not learning to build AI agents. You are learning to use them as power tools for shipping real software faster than anyone thought possible.
[ 01 ]
///
Cursor
The Swiss army knife. Semantic indexing, multi-file editing, codebase-wide context. Its indexing is honestly the most important feature — you learn to make it work for you, not against you.
[ 02 ]
///
Claude Code
Anthropic’s CLI agent. Terminal-first, autonomous, reads your entire repo. Proactive and hyperactive — great for automation and planning. You learn when to unleash it and when to rein it in.
[ 03 ]
///
OpenCode
Open-source AI coding agent. Self-hostable, transparent, extensible. For teams and developers who want full control over their tooling without vendor lock-in.
[ 04 ]
///
Workflows + Patterns
The human judgment layer. When to trust AI output. When to intervene. Three-model strategy. Compression awareness. Context engineering. The methodology that separates professionals from prompt-and-pray.
NOT A COURSE.
A PROOF YOU CAN SHIP.
You build full-stack SaaS apps
Auth, Stripe payments, Prisma database, API routes, responsive frontend, production deployment. Not tutorials. Not toy demos. Software that works and could make money.
You prove it in 5 hours
Server-timed. Anti-cheat monitored. You build from scratch under real pressure. The output is a deployed product a hiring manager can visit — not a test score they have to trust.
You walk away with a portfolio piece
Your exam submission is a working product with a public URL. Link it on your resume. Demo it in interviews. It proves more than any whiteboard exercise ever could.
Employers verify it in 10 seconds
Every certificate has a unique ID and a public verification page. Employer enters the ID, sees your name, date, and that a senior engineer reviewed your code line by line. No honor system.
CONTEXT ENGINEERING IS THE SKILL.
AI agentic coding is about gathering the correct context at the right time to allow AI to make correct additions, edits, debugging, and greenfield builds. Everything else follows from this.
[ 01 ]
THE THREE-MODEL STRATEGY
Not every model is good at everything. We teach you when to use Anthropic (proactive, fills gaps, great for planning), when to use GPT Codex (surgical, precise, best for debugging), and when to use Gemini (fast, cheap, good for execution). Model selection is tactical, not religious.
ANTHROPIC
PLAN
GPT CODEX
DEBUG
GEMINI
EXECUTE
[ 02 ]
CURSOR RULES AS GUARDRAILS
LLMs are indeterminate. Cursor rules put boundaries on what the AI can and should do to get predictable outcomes. We give you the exact rule set refined over 5,322 hours — documentation-first, test-driven development, self-healing error correction. These rules are the difference between AI that helps and AI that destroys your codebase.
Always ingest relevant documentation
prior to implementation.
[ 03 ]
DOCUMENTATION-FIRST DEVELOPMENT
Every agent session is a new junior developer who just started today. Internal docs prevent 90% of errors. The AI reads your docs, follows your patterns, and updates documentation after every change. This self-reinforcing loop is what separates professional AI-assisted development from the ‘vibe coding’ that gives AI a bad rap.
DOCS
AGENT
UPDATED DOCS
“Every single time that I start a new agent window, it is going to figure out the entire world from scratch. To that end, AI agentic coding is entirely about context.”
/// FROM COURSE LECTURES
VIBE CODING VS. PROFESSIONAL AI DEVELOPMENT
Anyone can ask AI to write code. That’s not what we teach. We teach the methodology that makes AI-assisted development reliable, maintainable, and production-ready.
[ VIBE CODING ]
[ WHAT WE TEACH ]
Ask AI to build something and hope for the best
Write a PRD, plan with Opus, execute with a cheaper model. Let the AI ask questions. Get 90% of your app in one session.
No documentation. No rules. YOLO.
Cursor rules as guardrails. Documentation-first development. Internal docs prevent 90% of errors. The agent updates docs after every change.
One model for everything
Three-model strategy: Anthropic for planning, GPT Codex for surgical precision, Gemini for cheap fast execution. Match the model to the task.
Run the code and see if it works
Test-driven development is mandatory for AI. Write failing tests first. Implement. Verify. Regressions are the #1 risk and tests are the control system.
When it breaks, ask AI to fix it. When that breaks, start over.
Rolling dev server logs piped to file. The AI reads 2,000+ lines of errors directly. Socratic debugging prompts force deeper investigation.
Ship once. Abandon when complexity hits.
Compression-aware sessions. Context engineering. Plans survive compaction. Projects that scale past greenfield into production.
[ VIBE ]
Ask AI to build something and hope for the best
[ PRO ]
Write a PRD, plan with Opus, execute with a cheaper model. Let the AI ask questions. Get 90% of your app in one session.
[ VIBE ]
No documentation. No rules. YOLO.
[ PRO ]
Cursor rules as guardrails. Documentation-first development. Internal docs prevent 90% of errors. The agent updates docs after every change.
[ VIBE ]
One model for everything
[ PRO ]
Three-model strategy: Anthropic for planning, GPT Codex for surgical precision, Gemini for cheap fast execution. Match the model to the task.
[ VIBE ]
Run the code and see if it works
[ PRO ]
Test-driven development is mandatory for AI. Write failing tests first. Implement. Verify. Regressions are the #1 risk and tests are the control system.
[ VIBE ]
When it breaks, ask AI to fix it. When that breaks, start over.
[ PRO ]
Rolling dev server logs piped to file. The AI reads 2,000+ lines of errors directly. Socratic debugging prompts force deeper investigation.
[ VIBE ]
Ship once. Abandon when complexity hits.
[ PRO ]
Compression-aware sessions. Context engineering. Plans survive compaction. Projects that scale past greenfield into production.
“Anyone can ask AI to write code. We teach the methodology that turns AI from a novelty into a production tool — cursor rules, documentation-first development, test-driven AI, and the three-model strategy that makes every session predictable.”
/// FROM COURSE LECTURES
FROM ASKING AI TO COMMANDING IT.
Most developers complete the course in 1–2 weeks alongside their day job. Here’s what changes at each stage.
[ ENVIRONMENT + MODEL STRATEGY ]
3 MODELS MATCHED TO TASK
[ BEFORE ]
You ask one AI model to do everything and hope it works.
[ AFTER ]
You configure Cursor with guardrails, select models by task type (Opus for planning, Codex for precision, Gemini for speed), and set up documentation-first workflows.
“Anthropic tends to be hyperactive and proactive. GPT is surgical and precise. Having a high TPM is extraordinarily valuable because now I can follow along in my head.”
/// FROM COURSE LECTURES
THE MATH IS SIMPLE.
THE MATH IS BRUTAL.
A 20% efficiency gain is massive for any business. AI coding doesn’t deliver 20%. It delivers multiples—2x to 5x. The economics are not debatable. They are observable.
0%
[ EFFICIENCY GAIN ]
A 20% improvement in developer efficiency saves 20% of payroll. More features shipped. More customer problems solved. More revenue per head. The math is not subtle.
0
[ PRODUCTIVITY MULTIPLE ]
AI coding doesn’t deliver incremental gains. It delivers multiples. Developers who master these tools build in hours what used to take weeks. You will see it in your first session.
$0
[ VS $10,000+ BOOTCAMP ]
Bootcamps charge $10,000–$20,000, take months, and hand you an attendance certificate. We charge $150 ($50 for .edu), take weeks, and you walk out with a deployed SaaS built in 5 hours.
“If I had a tool that made my developers 20% more efficient… I am saving, theoretically, 20% of my money. A 20% improvement in efficiency is utterly massive.”
/// FROM COURSE LECTURES
[ FOR EMPLOYERS ]
You’re already paying developers who could be 2–5x more productive. This certification identifies the ones who already are. Verify any certificate in 10 seconds. See their deployed project. Read the human code review.
[ FOR DEVELOPERS ]
The market is correcting. Developers who leverage AI tools are in a privileged position — architecture knowledge plus delegation skills transfer directly. Developers who don’t learn this aren’t falling behind. They’re being replaced by one person who did.
5 HOURS .
ONE DEPLOYED PRODUCT.
SIX HIRING SIGNALS.
Your exam output isn’t a test score. It’s a full-stack application that a hiring manager can visit, inspect, and verify. Here’s what the finished product contains.
[ WHAT YOU BUILD ]
AUTH + USERS
PAYMENTS (STRIPE)
DATABASE (PRISMA)
API ROUTES
RESPONSIVE UI
DEPLOYED + LIVE
[ LIVE EXAM SIMULATION ]
[ EXAM PROGRESS ]
0%
[ NOT A TOY DEMO ]
The exam requires auth, payments, database, API routes, and a responsive frontend — deployed and accessible via a public URL. This is what you’d build in your first month at a startup. You do it in 5 hours.
FULL-STACK ARCHITECTURE
Auth, payments, database, API, frontend. Not a tutorial follow-along — a system you designed under pressure.
PRODUCTION DEPLOYMENT
Your exam submission is live on the internet. Not localhost. Not a screenshot. A URL anyone can visit.
HUMAN CODE REVIEW
A senior engineer read every line. Not a rubric bot. Not a linter. A human who knows the difference between clever and correct.
TIME-PRESSURED EXECUTION
Built in a single timed session. No copy-pasting tutorials. No weekend project stretched over months. Real speed, real constraints.
AI-NATIVE WORKFLOW
Multi-model strategy, documentation-first development, test-driven AI. The methodology employers want to see adopted across their teams.
PUBLIC VERIFICATION
Unique certificate ID. Employer enters it, instantly sees your name, date, and human-review confirmation. 10-second verification.
ZERO TOLERANCE. ZERO SHORTCUTS.
Every certification we issue is backed by a multi-layer integrity system. This is not an honor code. This is engineering.
[ LAYER 01 ]
BITFIELD TRACKING
Every second of every video is tracked in a binary bitfield. We know exactly which seconds you watched. Skip ahead? We know. Close the tab? We know. The system is accurate to the individual second.
[ LAYER 02 ]
SPEED ENFORCEMENT
Maximum 3x playback speed. Hardware-enforced. Browser extension speed hacks are detected and blocked. You can watch fast. You cannot skip.
[ LAYER 03 ]
SERVER-TIMED EXAM
The 5-hour exam timer runs on our server, not your browser. No pausing. No extensions. No clock manipulation. The countdown is absolute.
02:47:13
[ LAYER 04 ]
HUMAN CODE REVIEW
A senior engineer reads every line of your submission. Not a rubric bot. Not an AI grader. A human who has shipped production software and knows the difference between working code and working-around code.
FOUR STEPS.
ZERO SHORTCUTS.
[ 01 ]
Enroll free
Create an account in 30 seconds. No credit card. Immediate access to all lectures.
[ 02 ]
Learn the tools
Watch hands-on video lectures covering Cursor, Claude Code, OpenCode, and AI-assisted development patterns.
[ 03 ]
Build under pressure
Take a 5-hour timed exam. Build a full SaaS product from scratch using AI coding agents. Submit your GitHub repo.
[ 04 ]
Get reviewed + certified
A senior engineer reviews your code line by line. Pass and receive a publicly verifiable digital certificate.
EVERY AGENT IS A NEW JUNIOR DEVELOPER.
This single insight is worth the entire course.
[ WITHOUT DOCS ]
You spin up an agent. It has zero context about your project. It guesses at your API routes. It reinvents services that already exist. It writes code that conflicts with your architecture. You spend 3 hours debugging what should have taken 30 minutes.
[ WITH DOCS ]
You spin up an agent. It reads your internal docs first. It knows where auth lives, how your schema works, which API patterns you use. It traces imports, follows references, and builds on what exists. The feature works on the first run.
[ THE LOOP ]
DOCS PREVENT ERRORS
AGENT UPDATES DOCS
FEWER ERRORS NEXT TIME
This is the methodology. Not a one-time setup—a self-reinforcing system that gets better with every session. Cursor rules track recurring mistakes. Documentation evolves with the codebase. Every new agent starts smarter than the last.
THIS ISN’T FOR EVERYONE.
We built this for developers who want to ship faster — not people who want to watch a course and add a line to their LinkedIn. If you’re serious, keep reading. If you’re not, the course is free anyway.
[ SENIOR DEVS ]
You have architecture knowledge and delegation skills. AI agents are the leverage multiplier you've been waiting for. This course shows you how to run them like junior developers — with guardrails, documentation, and test-driven discipline.
[ MID-LEVEL DEVS ]
You can build things. You want to build them 2-5x faster without sacrificing quality. Learn the three-model strategy, cursor rules, and the self-healing documentation loop that turns AI from a toy into a production tool.
[ JUNIOR DEVS ]
Stop memorizing syntax. Start learning architecture. AI writes the code — you need to know what to tell it to write, and how to verify it actually works. This is the skill that separates juniors who get hired from juniors who get replaced.
[ CAREER SWITCHERS ]
You know web fundamentals but need to prove you can ship. Walk out with a deployed SaaS product, a verifiable credential, and line-by-line feedback from a senior engineer — not a bootcamp attendance certificate.
[ NOT FOR YOU IF ]
×You have zero coding experience (this is not learn-to-code)
×You want a certificate for just watching videos
×You think AI coding is a fad you can ignore
×You're looking for theory without building anything real
“Senior developers are in a privileged position — architecture knowledge plus delegation skills transfer directly. Junior developers should focus on architecture, not syntax memorization.”
/// FROM COURSE LECTURES
BUILT BY AN OPERATOR.
NOT A CREATOR.
I’m Jeremy Evans. 15 years building revenue machines in B2B lead-gen and RevOps. I built an agency ecosystem around omnichannel lead generation, now fully automated via AI. I’m not an AI researcher. I’m not a YouTuber. I’m a business owner who writes code, ships products, and measures everything by the bottom line.
Before AI multiplied output, my systems were already generating 82 qualified appointments per month per client at $6K spend. $100K in month-1 revenue for a PPC agency client. $10M+ raised for founders through VCNetworker. These are operator numbers, not influencer metrics.
I deployed a full SaaS platform in three hours using the exact methodology taught in this course. Not a demo. A working product with auth, payments, database, and deployment. That’s the standard. That’s what I teach you to do.
[ EXPERIENCE ]
15+ YEARS
Building and selling revenue machines in B2B lead-gen and RevOps
[ AI CODING ]
5,322 HOURS
Hands-on agentic development across every major model
[ REVENUE ]
$100K
Month-1 revenue generated for a single PPC agency client
[ RESULTS ]
$10M+
Raised for clients via VCNetworker.com
THRICE AGENCY
AGENCY HUB
AI-first RevOps
LINKEDGUERILLA
LEADER SERVICE
Automated LinkedIn appointment setting
AIOUTREACH
SAAS
Personalized messaging at scale for outreach agencies
NURTURALLY.IO
SAAS
Autonomous lead nurturing for sales departments
VCNETWORKER
SERVICE
Connect Series A+ founders with VCs for raises
NECKBEARD.AGENCY
PRIVATE SERVICE
Reddit lead-gen based on intent signals
“Efficiency is the one thing that matters to AI programming, and it’s the one thing that matters to employers. Developers are not particularly skilled at representing themselves as valuable assets. This certification fixes that.”
/// JEREMY EVANS
MOST CERTS ARE
WORTHLESS.
THIS ONE ISN’T.
You already know the problem. Candidates list certificates that prove nothing about their ability to ship. Our certification exists because we got tired of it too.
[ OTHER CERTIFICATIONS ]
[ ACC CERTIFICATION ]
Multiple choice tests
Build and deploy a working SaaS in 5 hours
Self-paced with no monitoring
Server-timed, second-by-second anti-cheat tracking
Auto-graded by a rubric bot
Line-by-line human code review by a senior engineer
Proves test-taking ability
Proves shipping ability — the output is a deployed product
Unverifiable PDF certificate
Publicly checkable by unique ID — any employer, any time
YOU HAVE OBJECTIONS. GOOD.
We’d rather you ask hard questions now than wonder later. Here’s every reason not to do this — and why those reasons don’t hold up.
[ RESPONSE 01 ]
True. You can learn anything on YouTube. You cannot get a verifiable credential, a human code review, or a portfolio-ready project from YouTube. The course is free here too. The $150 ($50 with a .edu email) is for the proof — the exam, the review, the certificate. YouTube gives you knowledge. We give you evidence.
[ RESPONSE 01 ]
True. You can learn anything on YouTube. You cannot get a verifiable credential, a human code review, or a portfolio-ready project from YouTube. The course is free here too. The $150 ($50 with a .edu email) is for the proof — the exam, the review, the certificate. YouTube gives you knowledge. We give you evidence.
FREE TO LEARN.
$150 TO PROVE IT.
$50 WITH A .EDU EMAIL
Coding bootcamps charge $10,000–$20,000 and take months. University CS degrees cost six figures. We give you the skills free and charge $150 only when you want a verifiable, human-reviewed credential.
[ AUDIT TRACK ]
$0
Full access to every lecture, note, and quiz. Learn at your own pace. Forever. No trial. No expiration. No catch.
- >All video lectures on Cursor, Claude Code, and OpenCode
- >Lecture notes + resource links
- >Practice quizzes per module
- >Lifetime access — no expiration
[ CERTIFICATION ]
RECOMMENDED
$150
$50 with .edu email
ONE-TIME
Without it, your resume says “experienced with AI tools” and hiring managers have no way to verify. With it, you have a deployed product, a human code review, and a credential any employer can check in 10 seconds. One payment. No subscriptions. No recurring fees.
- >Everything in the free track
- >5-hour timed final exam (server-enforced)
- >Line-by-line human code review
- >Publicly verifiable digital certificate
- >LinkedIn + resume badge
- >Portfolio-ready deployed project
FAIL? GET DETAILED FEEDBACK. RETAKE WHEN READY.
Get CertifiedQUESTIONS
The important ones, answered directly.
STILL UNSURE? START FREE. DECIDE LATER.
/// ZERO RISK
STOP READING.
START BUILDING.
Join developers who are already building with AI agents. The entire course is free — no credit card, no trial, no expiration. Create your account in 30 seconds and watch your first lecture today.