Brandon Guerrero

I Built 19 AI Agents in a Weekend (Without Writing Code)

The Kiln

Agno

Gumloop

ClipboardHealth

Sr. GTM Engineer at The Kiln | Founder, Orchid Automation

Turn any manual process into a spec AI can build from. Three questions is all it takes.

The 3-Question Framework for Turning Processes Into Specs

Inside Playbook AI's repo: how 19 agents coordinate across 4 phases and hand off work automatically.

See the Architecture of a Real 19-Agent System

See it run live on real companies—3-4 hours of manual work compressed into 90 seconds.

Watch a Live Demo: 3-4 Hours of Work in 90 Seconds

Build AI Agents in 4 weeks with proven frameworks that add 6-8+ fig to a business bottom line, no coding required

Cohort 15

Agentic practitioner, speaker, educator

Sara Davison

Co-Founder AI Build Lab 

Agentic Practitioner, speaker, educator

Tyler Fisk

Cohort 14

Cohort 16

‼️ Revamped 2026 Curriculum! 👉Build the Skillset That Will Define the Next Era of WorkYou know the shift is happening: AI agents are changing how work gets done &amp; where you are 6 months from now depends on what you learn today. You're not waiting around, but:<ul><li>Where do I actually start? (sequencing: what's first, what's next)</li><li>How do agents actually work together? (the orchestration piece no one explains)</li><li>How do I know it's working? (evidence, not vibes)</li><li>How do I scale it / hand it off / sell it? (the actual point)</li></ul>What's missing is a clear, proven path - a step-by-step guide to build AI agent workflows you can demo, deploy, or sell. From real on-the-ground practitioners.📈 82% of leaders plan to scale their teams with AI agents 📉 47% say they can't find people who know how (MS 2025)WEF: work is shifting from execution to orchestration. The biggest demand is agentic workflow design: managing teams of agents.Tl;dr: almost no one can do this yet.This is the proven roadmap that's worked for 1,500+ graduates👉 GRADUATE WITH A COMPLETE AI AGENT TEAM WITH EVERY PROMPT, WORKFLOW, STEP BY STEP INSTRUCTION TO USE BEYOND THE COURSE. PROVEN FRAMEWORKS THAT ADD 6-8 FIG TO A CO'S BOTTOM LINE.

Build A Complete  AI Agent Team In 4 Weeks:Demo, Sell, Deploy. No Code Required.

How Do I Actually Orchestrate Agents? → Think Like an Architect, Not an AI User

How Do I Get Quality Results With Multiple Agents? → Master Context Engineering

How Do I Know What To Build Before I Start? The Requirements Build It For You

How Do I Make Agents Specialists? → Match Your Agents To The Right Knowledge

How Do Agent Teams Work Together? Learn Multi-Agent Orchestration

How Do I Ensure Consistency & Reliability At Scale? Learn Evaluations & HITL

Non tech-professionals wanting to become the 1% AI leaders &amp; operators in the workplace

Consultants and agencies looking to offer AI consulting and implementation services

Entrepreneurs &amp; business owners looking to build businesses as scalable, growth machines

Build a PM Copilot: AI that remembers everything, plans your day, and reviews your week. No coding required.

Head of Product | AI for non-tech users

Myles Sutholt

Head of Product, 10+ years - Building AI for non-technical healthcare worker

Cohort 1

85% of AI users report saving hours every week. But nearly 40% of that time disappears into reviewing, correcting, and rewriting AI output. (Workday, 2026)When researchers actually measured it, experienced workers were 19% slower with AI. They believed they were 20% faster. The self-deception was real. (METR, 2025)On top of that, 40% of workers report receiving workslop (AI output that looks polished but lacks substance). Each incident costs about 2 hours to deal with. (BetterUp/Stanford, HBR 2025)Contributing to why most CEOs report no net benefit from AI. Only about 1 in 10 people capture real productivity gains. (PwC CEO Survey, 2026)The difference isn't better prompts or smarter tools. It's what AI actually knows about your work before you start. Your decisions, your context, your standards. And how you work with AI to prevent workslop.Right now, if you can make it work, you position yourself above 90% of people in your field.That's what this course builds.

Build the PM Copilot that makes others ask "how did you do that?

AI That is Visibly Better

Your AI never forgets who you are or what you're working on

Context-switch between projects without losing anything

Wake up to your priorities already sorted

Your weekly review writes itself every Friday

Enable seamless AI handoffs with teammates

You'll build on AI habits you already have, not learn from scratch.

Use ChatGPT or Claude regularly (not just tried once)

Proves you have the "I'll figure it out" mindset the course requires

Have experience with Notion, Zapier, or similar tools

You'll run terminal commands and see code - AI writes it, but you'll see it.

Willing to try things that feel unfamiliar at first

<pre><code class="language-markdown">You want a competitive edge. Comfortable being a beginner if it means being the person others ask "how did you do that?"</code></pre>

You want a competitive edge. Comfortable being a beginner if it means being the person others ask "how did you do that?"

<pre><code class="language-markdown">You can't work more hours. You need leverage, not tips. You want a system that compounds over time.</code></pre>

Get ready to build custom AI systems that reclaim your bandwidth and transform you from an overwhelmed executor into an AI-fluent leader.

Marketing Consultant. Founder. Builder.

Silvi Specter

Marketing consultant. Founder. AI systems builder. Previously: Early Lemonade.

AI in marketing is moving quickly, and AI fluent marketers are pulling ahead. They're getting work done faster, delivering team-level output, and staying ahead of the curve.This course gets you there in 5 weeks. If you don't have time to teach yourself AI, but you want to use it to expand your bandwidth, deliver better results, and keep up with AI-fluent competitors, this is for you.You'll build AI systems you'll use daily, including:→ Custom voices so AI writes in the exact style you want→ AI projects loaded with all company context — briefs, audience insights, brand guidelines — so you create content &amp; campaigns faster→ Automation workflows for the manual work that eats your time (meeting follow-ups, emails, research, etc)→ A clear understanding of how to use the top AI tools for marketers, and which to ignore→ Strategic systems to extract customer insights, conduct research you can trust, and stress-test marketing strategies→ Delegation frameworks so others can execute at your level without constant back-and-forthThese systems took me from 40 hours/week to 20 hours/week on marketing work — and from $18k to $25k MRR as a marketing consultant. Ready to experience the impact?

Build AI systems for your time-intensive work & become  an irreplaceable leader.

Reclaim 5-10 hours weekly by systematizing the executional work that drowns you

Stop worrying AI will replace you — become an irreplaceable & AI-fluent marketer

Finally cut through AI tool FOMO and build your focused tech stack

Ship customer-centric content that actually sounds like your brand (not ChatGPT)

Use AI to refine your strategy and extract insights from messy data

Build delegation systems so others execute at your quality level

In-House Startup Marketerswho need to stop drowning in execution, scale their output, and look like they have a bigger team when they don't

Consultants &amp; Fractional Executivesjuggling multiple clients, rebuilding the same work every time, and struggling to get through every to-do

Solo Operators Wearing Multiple Hatsneeding to speed up your output, create content at scale, and handle marketing tasks as a non-marketer

Stop dabbling. Learn to wield AI and produce high quality output that you are proud of.

Chief Innovation Officer | AI Strategist

Key Data

TripShock

Expedia Group

Vrbo

Ryan Turner

Chief Innovation Officer | AI Strategist | Multiple Exits

Leaders of the pack.  First Cohort is discounted in exchange for a testimonial.

Team Alpha Super Awesome Cool Dynamite Wolf Squadron

AI won’t replace you. But someone highly skilled at using AI will.This course builds the skills that work with any tool, now and in the future.Right now, most professionals treat AI like a novelty: vague prompts, inconsistent output, and endless rewrites. The result is either low-quality work, or so much tweaking that any time savings disappear.The people pulling ahead aren’t using secret tools. They’ve learned a simple truth:The “A” in AI stands for artificial. The quality of the output is directly tied to the real intelligence of the input.Over 30 days, you’ll develop practical AI fluency through short daily exercises and live coaching. Proficient AI operators consistently save 6–10 hours per week through increased skill and repeatable processes.Enough to reclaim your Fridays if you want. More importantly, you’ll build habits that compound, so your speed and leverage continue to increase long after the course ends.You’ll also learn how to measure your time savings, so you inherently know whether AI makes "cents".Why this "Challenge" is different. • Build daily AI habits (20 min a day M-F) • Weekly Show and Tell accountability • Focuses on skills that transfers across all AI tools

Don’t get replaced by AI. Leverage it to become irreplaceable.

Aim AI Output (SIC'em)

Research Like a Pro (Without 47 Tabs)

Ship Finished Deliverables Faster

Build Workflows That Compound

Prove Your ROI (Not Just “Feel” It)

Build a Reputation for Excellence

If you are reading this on a computer, you're probably good. ;)

Basic Computer Proficiency

This is not a course to learn how to replace yourself with AI.  This is a course to craft your skills with AI. 

Have "Gumption"

Investment in yourself

Product/Project leaders drowning in docs, alignment, and stakeholder communication.

Ops/Finance/HR professionals doing recurring reports, analysis, and decisions under time pressure.

Marketers/Sales/Consultants who need fast, high-quality writing and research that still sounds like them.