Agent.ai

The Editing Workflow That Eliminates AI Slop

Matthew Stein

Marketplace Architect, Agent.ai

Use Claude to refine drafts by prompting AI to edit, tighten, and improve your own inputs.

Reduce low-quality AI output

Apply MetaPrompt.com to shape prompts that produce consistent, high-quality revisions.

Design prompts that guide better edits

Use Agent.ai to create a repeatable editing process you can reuse across content types.

Build an editing workflow with agents

Build permanent AI muscle, master the foundations of how AI actually works, and adopt future-proof tactics for the highest quality outputs.

Founder, Free Agency; AI product leader.

OpenAI

Anthropic

Samsung

a16z

Google

Sherveen Mashayekhi

Founder & CEO of Free Agency. AI Product Leader, Investor, & Applied Researcher.

Cohort 9

Cohort 10

Stop relearning AI every month. In 3 weeks, master the mechanics and systems that make AI output reliable, high-trust, and portable -- across ChatGPT, Claude Code, CLI agents, and whatever comes next.Most people are "AI literate" (they can ask for things). This bootcamp makes you AI fluent. You'll be able to reliably steer, debug, and compound results, even as tools change.The course centers around 3 pillars: 1. Gain a foundational understanding of how LLMs and agents work that will keep you ahead of the game moving forward. It's durable literacy. 2. Build an AI operating system around your particular personality and workflow that will make using AI low-friction, high-trust, and high-impact across tools. 3. Develop an initial set of habits to help you build muscle over time, because it's your reflexive ability to reach for and use AI that will make this all matter.If you already use AI but any of these feel true, this course is for you:• Your results are inconsistent – sometimes gold, sometimes garbage• You can't get an AI agent to do what others can, but you can’t diagnose why• You spend too much time rewriting and re-prompting• You keep trying new tools, but nothing compounds

Gain foundational understanding and build your personal AI operating system.

Think beyond the model, get into the scaffold and context.

Not “better prompts” -- instead, better mechanics.

DRIVE, DIFF, your personal AI repo, and more.

Adopt an agent-forward framework to get the best of what AI has to offer.

Instead of being left behind, you'll get and stay ahead of the AI curve

Your personal AI tech stack and operating system.

• you want a PDF of “50 magic prompts”
• you’re not curious about how AI actually works
• you already live inside arXiv 

This course is NOT for you if...

This course is made for you. We'll mostly stay outside of coding tools, except guided projects where they'll be useful even in your context.

If you are non-technical...

... but you still want a foundational understanding of how LLMs and agents work, you'll enjoy this course (a lot)!

If you're already good at using AI...

This is for ambitious professionals who already use AI weekly (or daily), and want reliability and leverage.

That includes founders, operators, product leaders, PMs, engineers, analysts, designers, finance, and GTM leaders.

No technical experience required. This is primarily aimed at non-technical individuals, though engineers also love this course.

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

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

Team Alpha Super Awesome Cool Dynamite Wolf Squadron

Chief Innovation Officer | AI Strategist

Key Data

TripShock

Expedia Group

Vrbo

Ryan Turner

Chief Innovation Officer | AI Strategist | Multiple Exits

Team Beta Super Awesome Cool Dynamite

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.

Master a proven system to create clear, persuasive presentations in half the time using AI as your strategic thinking partner.

This is a hybrid learning experience that combines:
•	8 self-paced modules delivered between January–April 2026
•	2 live, 60-minute coaching sessions in April 2026
•	Lifetime access to all module recordings
•	Lifetime access to all live session recordings
•	Templates, checklists, prompt packs, and before/after examples

The course is currently open for pre-sale at a substantially reduced price of £249 (full price £399).


Cohort 1

Ex-JPMorgan VP | Presentation Expert

JPMorgan Chase & Co.

Commerzbank

PwC UK

MaryBeth Hazeldine

Presentation psychology expert with 35 years training Fortune 500 professionals

You know presentations matter. They shape decisions, win clients, and move careers forward. But creating them? That's exhausting.You spend hours wrestling with structure, rewriting messaging that doesn't land. By the time you're done, you're not even confident it will work.AI promises to help, but most people end up with generic outputs and robotic messaging. The tool saves time on the wrong things.Here's what's needed: a strategic approach combining AI efficiency with presentation psychology—the clarity, structure, and persuasion that makes people act.This course teaches exactly that. You'll use AI not as a shortcut, but as a thinking partner. You'll learn frameworks like AVP (Action-Value-Proof) and messaging psychology that transform unclear ideas into compelling narratives.You'll build presentations faster—yes. But more importantly, you'll build them better. Clearer structure. Stronger messaging. More impact.By the end, you'll have a repeatable workflow that cuts creation time in half while dramatically improving quality. No more staring at blank slides. No more second-guessing. Just confident, persuasive presentations—every time.

Master AI-powered presentations that persuade, save time, and win decisions

Structure presentations that are clear, logical, and impossible to ignore

Craft persuasive messaging that resonates and drives action

Build a repeatable AI workflow that saves 10+ hours per week on presentations

Turn data and complex information into stories people actually understand

Professionals who create presentations regularly and want to save hours while delivering clearer, more persuasive, impactful results

Managers, consultants, and client-facing roles who need to influence stakeholders and communicate complex ideas with confidence

Ambitious professionals who want to stand out by mastering communication skills that position them as clear, strategic business leaders

Go from trial-and-error prompting to systematic AI-assisted building. Ship functional projects with a workflow you can use on every project

AI Design Leader |  x-Uber/Google/Amazon

Stanford University

Amazon

Uber

Rupa Chaturvedi

AI Design Leader | AI enablement for UX orgs | ex-Uber, Google, Amazon, Stanford

The job posting asks for a designer who can research, prototype, code, and ship. One role, three people's worth of expectations. Design teams got smaller. The work did not. And now every product roadmap includes AI features that need to be designed by people who were never trained to design for probabilistic systems.The pressure is coming from two directions. Inside your organization, you are expected to move faster with fewer resources while somehow incorporating AI tools into workflows no one has figured out yet. Outside, the profession itself is shifting. AI generates interfaces, writes copy, produces prototypes in minutes. The execution work that built your career is compressing. The question is no longer whether designers need to adapt—it is whether you are building the skills that will matter in two years.Claude Code for Designers answers both pressures at once. You move faster because you can build functional prototypes yourself. You stay relevant because directing AI to build is the new execution skill. You leave with a deployed project and a workflow system you can use on anything that comes next.

Master Claude Code. Build functional projects. Develop a reusable workflow.

An AI-First Build Workflow: From project scoping through deployment

A Reusable Workflow System: Templates, specs, prompt libraries, MCP configs

A Deployed Application: Ship a functional project from your own idea

Portfolio artifacts and fluency to discuss AI-assisted design in interviews

This course assumes working knowledge of design systems, user research, and product workflows.

5+ years of professional design experience

Experience using AI assistants in your workflow. The course moves quickly and assumes baseline comfort.

Familiarity with AI tools (Claude, ChatGPT, Copilot)

Product Designers. You design in Figma and wait on engineering. You want to build and ship functional prototypes yourself.

Design Leaders. Your team needs to move faster and integrate AI workflows. You want firsthand fluency before rolling this out.

MXDAI Alumni. You have the strategic frameworks for AI design. Now you want the execution skill to match.