Effective prompting
Frame any request so the first draft hits your bar.
Week 01
AI READY / IN 21 DAYS
A 21-day AI program in your inbox.
Four weeks. One email every morning. Each one is a short read and one real thing to try before lunch.
Written by
Haroon Choudery
Pick a start date. Day 1 lands at 7 AM ET.
Take the 6-min diagnostic first→Tier-tells which week of the program closes your biggest gap.
10 mina morning
10 artifactsyou keep
$0no card, ever
2,400+on the list
Free · email-only
Three weeks. Then it ends.
21 daily emails, then nothing. No upsells, no community Slack. Mark each lesson complete from the email. Track progress on a dashboard you can sign back into anytime.
By Day 21, you’ll have these capabilities
Nine things you’ll actually own.
Not vibes, not theory — concrete things you can do on demand. Each week stacks on the last: foundations, then connect, then build, then lead.
Output evaluation
Catch hallucinations and weak reasoning before they ship.
Week 01
Using AI to learn AI
Models change every quarter. This skill doesn't expire.
Week 01
Personal context layer
Stop re-explaining. AI knows your role, team, and standards.
Week 02
Daily automation
Morning brief, calendar prep, inbox triage. Five hours back a week.
Week 02
Reusable skills
Build prompts that survive contact with a busy week.
Week 03
Agent design + debugging
Skills that pick their own next move. Plus the three failure modes.
Week 03
Tool & model evaluation
Decide on a new model in 30 minutes — by using it.
Week 04
Leading the AI conversation
Three sentences that move conversations at your company.
Week 04
A note —this isn’t magic. Twenty-one mornings won’t make you an AI researcher. What it will do, if you show up most mornings, is leave you with these capabilities and the receipts to prove it.
21 mornings, building.
Week 01
Foundations
Week 02
Connect
Week 03
Build
Week 04
Lead
Each week stacks on the last — foundations, then connect, then build, then lead.See what each day covers ↓
What you actually do.
Four weeks, in this order: foundations, then connect, then build, then lead. Each week builds on the last. Pick a week to see every day.
Most people prompt AI like they're searching Google. Week 1 fixes that. Better outputs, more durable habits, and a one-pager that locks in everything you learn.
DAY 01
Better outputs in 60 seconds
Add three lines to every prompt: context, audience, constraint. Same model, sharper result. Apply it to one real task on your plate today.
prompting
10 min
DAY 02
Make AI ask you questions first
Tell AI to interview you before it drafts. It surfaces the context you forgot to include and the constraints you assumed were obvious.
prompting
10 min
DAY 03
The 30-second fact-check workflow
AI is good at patterns, weak at facts. Learn the three categories worth scanning before anything goes external.
validation
10 min
DAY 04
Stop re-explaining yourself every chat
Set persistent instructions once. About me, how I write, what I'm working on. Every prompt for the rest of the program runs on top of it.
context
10 min
DAY 05
When stuck, screenshot
The most durable skill in this program: use AI to learn AI. Screenshot anything you don't understand and ask.
meta
10 min
DAY 06
If you're not dictating, you're moving at half speed
Voice input. 2.5x throughput on the same prompt, and the prompts come out richer than what you'd type.
speed
10 min
DAY 07
Write your one-pager
How you want to use AI. About me, how I write, what AI should always/never do, recurring tasks. The first context file every serious AI workflow has.
reflection
10 min
Written by
Haroon Choudery
A decade in AI — founder, operator, and writer of the AI Ready newsletter.
Three paths, one program
Pick the one that matches the size of the problem you’re actually solving.
The 21 days are free. They’re also enough for most people. Two other paths exist for the moments where they aren’t.
Path 01 · Self-serve
Keep going on your own.
Free
21 daily emails, then it ends. Subscribe to the AI Ready newsletter for what's working in AI ops every week. Run the 30-minute eval whenever a new model drops. The patterns from this program are durable.
Right fit: Most ICs and small teams. Don't overspend on a problem you can solve yourself.
Start the 21 days →Path 02 · Strategic plan
The AI-First Operations Audit.
$7,500 one-time
If your CEO is asking 'where does AI fit in our work,' the answer they need is a board-ready plan. Two weeks. We map your team's work, identify the 3–5 highest-leverage AI plays for your business, and deliver a written plan you can present.
Right fit: Ops leaders who need authority before action. Mid-market teams. Healthcare, fintech, sports, pediatric care.
Learn about the audit →Path 03 · Team deployment
Clutch.
From $1,000/mo
Build and manage your AI workforce. Hire pre-built agents, ship custom ones, run any harness. RBAC + per-agent assignment so any teammate can run the skills you built. A control plane for the workforce you're building.
Right fit: Teams of 5+ where AI is starting to matter operationally and you want it as durable infrastructure, not personal habit.
See Clutch →Inspired by Hilary Gridley’s Couch to 5K for AI— built for ops leaders running teams, not just individuals.
Questions
Who is this for?
Ops leaders, COOs, chiefs of staff, founders, and team leads at mid-market companies. People who use AI daily but suspect they're using it shallowly. If you can write an email, you can do this.
What if I miss a day?
Nothing breaks. Each lesson stands alone and stays in your inbox. Most readers do four of five days a week. Your progress page tracks what you've completed so you can pick up where you left off.
Is this for individuals or teams?
Both. The 21 days work solo. Team mode lets a manager invite their team and get an aggregate readiness report — useful when AI starts mattering operationally for more than one person.
Why is it free?
Seeko's consulting practice pays the bills. This program is the public version of material we teach paying clients. A small percentage of finishers convert to our AI-First Operations Audit ($7,500) or Clutch (our team agent platform). The other 90%+ stay free forever, and that's fine.
Do I need a paid AI subscription?
Yes — Day 0 walks through this. The free tiers of ChatGPT, Claude, or Gemini will leave you frustrated by Day 5. A $20/mo plan on either ChatGPT Plus or Claude Pro is the highest-ROI subscription you'll buy if you actually finish.
Will this work for non-technical people?
Yes. There's no code, no setup beyond signing in to your AI tool. The week 2 connections use everyday tools (Gmail, Calendar, Notion).
How does the 'mark complete' button work?
Every lesson email has a button that marks the day done — no login required. The link is signed so only you can mark your own days. Click 'View progress' in any email to see your full grid.
What happens after Day 21?
You stop receiving daily lessons. If you opted in, you stay subscribed to AI Ready, our weekly newsletter on what's working in AI ops. The Day 21 email lays out three paths from there: keep going self-serve, take the audit, or deploy Clutch with your team. Most people pick self-serve, and that's the recommended answer.
Day 1 in today.
21 daily emails, then it ends. No upsells, no community Slack.
First lesson lands Today · Thu, Apr 30 · 7 AM ET