Agents For Superproductivity
Run your work with a fleet of AI agents. Design bulletproof systems that dramatically increase the depth, quality, and breadth of what you produce. Take on what used to be impossible, then teach your team how to do it too.
Led by Akhil Raj Gupta
Why we built this
You've tried the AI productivity stack — chatbots, meeting summaries and a skill or two. It ran well for a bit and maybe even saved 20 minutes a day, but then hallucinated too much, became impossible to manage, and was downright incapable relative to what the demos and influencers told you AI could do.
Yes, some of this is because AI hype over-promises and under-delivers. But it is also because we don't design systems that harness agents to their fullest potential.
This course teaches you how to design those systems. By week four, you will understand how to give your agents the right context, instructions, guardrails, and tools to deliver better work than 99% of humans. Imagine having an agent do your accounts, analyze leads, write brand copy, build software, run ads, and almost any other task that you can do. This is all possible and is being done today by those at the bleeding edge of AI. And you can do it too.
We practice what we preach: the Luminary platform runs on this exact system — our software, design, marketing, compliance and finance are handled end to end by agents. We are a one person company that was stood up in 45 days with real revenue and paying customers.
That's super-productivity. And we're going to teach it to you.
And the best part? It doesn't stop here. What you learn can propagate further down to your teams. We'll teach you how to do that as well.
Note - This course is not for the faint of heart. We will roll up our sleeves and go deep because that's where true value lies. If you push yourself and stay on track, you will benefit tremendously and will never work in the old way again.
Who we built it for
Founders
Scale your business without headcount. Learn exactly where and how to deploy agents + how to build the right infrastructure for an AI native organization
GMs & Team Leaders
Build a delegation system you control and learn how to design hybrid teams of humans and agents + how to drive internal change in large orgs
AI Consultants
You advise on AI. Run it first — a practice that operates on agents advises from evidence, and clients can tell the difference.
What we'll cover
Understand the anatomy of an agent, why you're probably not using one yet, and how harness engineering changes the game
- Agents = LLM + harness; learn the difference between the two. It matters.
- Why most AI innovation is happening at the harness level — and why that's a good thing
- Live walkthrough - Setting up an agent in Claude Code + review of how Luminary runs
Capstone — Showcase Your Superproductivity System
One substantial piece of work (internal app, deep research, analytics) done autonomously and reviewed live by an expert panel + your working setup optimized with Akhil
Bonus — Agents, Agents Everywhere
Take your agents on the go with Remote Control. Learn how to persist settings across devices and the benefits of running local vs VPS
Bonus - 1:1 with Akhil
A private working session with Akhil on your specific setup — your workflows, your bottlenecks, your next delegation. Leave with a concrete plan for your own operation.
Bonus - AI Native Org Design (How To Transform Your Team)
Beyond your own desk: how to redesign a team around agents — which roles change, what gets delegated as a unit, and how to bring your people along without breaking trust.
How we'll interact
Live sessions
Saturdays at 7:30 PM IST · 90 min each · all recorded for async catch-up.
Sep
Module 1
Sep
Module 2
Sep
Module 3
Sep
Module 4
Weekly office hours — drop-in Q&A and project feedback, Wednesdays at 7:00 PM IST.
Online community — live questions, Q&A, and project assistance, always on.
Networking — meet peers and alumni, and build your network beyond the cohort.
Who you'll learn from
Akhil Raj Gupta
Founder at Luminary
Akhil spent years in Product and Strategy at Airbnb, where he owned the global customer loyalty and brand goodwill mandate — one of the company's largest P&Ls, run across the most operationally complex marketplace in the world.
He founded Luminary, and runs it the way this course teaches: AI agents carry the company's engineering, operations, content, and paperwork every day, with him as the approval gate. The system you'll build is the system he works in.
He teaches it with an operator's bias: real work over theory, receipts over demos, and honest lines around what agents still can't do.
What people are saying
Nobody has taken this yet.
This is the founding cohort — there are no reviews to show, and that's the point. You'd be among the first through it, and the first to say what it was worth.
Everything else you need to know
No. If you can describe a task precisely enough to hand it to a person, you can hand it to an agent. The technical scaffolding is provided and taught step by step.
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