Waitlist · 2-Session Setup & Architecture Course
Hand AI your daily research, scripts, and content, the way big companies actually engineer it.
12 years shipping tech and AI inside large, regulated companies. Get the exact 3-Bot, 4-Layer AI workspace that scouts daily market news, writes scripts and newsletters in your voice, produces vertical reels and carousels, and never burns your token budget.
/workspace/ folder tree, AGENTS.md routing table, 100-format viral hook synthesis map, Python scripts, and all 4 content pipeline SKILL.md files.
How the architecture works
Why 90% of bot setups break in week two (and what we install instead)
Running 20 chatting bots burns millions of tokens and produces generic AI slop. We replace chat swarms with a 3-Tier Bot Roster, a 4-Layer File System, and deterministic Python scripts on your own accounts.
Automated research in your voice
A quiet background daemon scans your market sources every afternoon, scores topics against a 24-point buyer rubric, and drafts 3 script variants using your 1.2 KB voice config slice.
Zero token burnout or drift
Built on your own accounts using our AGENTS.md root map, throwaway execution chats, and zero-read Python log scripts (append_log.py) that cut context reading costs by over 80%.
Omnichannel with human sign-off
One approved script multiplies into vertical video, 8-slide carousels, X threads, LinkedIn posts, and newsletters in Google Drive, pausing at strict gates before spending a cent or publishing.
Who it's for
- NYC residential real estate team leads (3 to 20 agents) and solo agents who want daily local market reels, carousels, and client newsletters without 10 hours of weekly prep
- Owners of small service businesses and studios (2 to 20 people, including boutique fitness and Pilates studios) who want an automated content and GHL lead engine on their own accounts
- Operators and technical builders who want our 6-module Lean Agent Architecture course, 4-layer
/workspace/template, and Python scripts without months of trial and error
Who it's not for
- Anyone looking for a cheap, generic AI video clipper that posts unapproved slop with no human review
- Heavily regulated clinical or legal advice workflows
- "Get rich with 20 AI employees" hype chasers
About me
Hey, I'm Emil.
Since 2014 I have built and shipped tech and AI products inside large, regulated companies, where nothing goes live until token costs are capped, file state is auditable, and a human approves the output.
I built this architecture to run my own business first. My own AI assistant setup runs most of my content production, and I share the real audit tables, byte counts, and skill files on @aiexecutivementor. Join the waitlist for priority access to the course kit or a 2-session installation.
Course Kit & 2-Session Setup
Get priority access and live briefing invites.
Joining is free and commits you to nothing. Waitlist members get first access to the Lean Agent Architecture course, live teardown briefings, and monthly 2-session setup slots.
Questions
Good to know
What is the difference between Track 1 (2-Session Setup) and Track 2 (The Course Kit)?
In Track 1 (Offer B), I personally install the 3-Bot, 4-Layer Research and Content Engine onto your own accounts with you in two live sessions, customize your market scout and voice files, and hand you the course as your operating manual. In Track 2, you get instant self-paced access to the 6-module curriculum, the complete /workspace/ folder template, and all Python scripts and SKILL.md contracts to deploy yourself.
Do I have to use an AI avatar, or can it just write my scripts, carousels, and newsletters?
You choose. The 4:30 PM research scout, multi-variant script writer, and omnichannel multiplier (content-multiplier) generate teleprompter-ready scripts, 8-slide carousels, X posts, LinkedIn posts, and newsletters with zero avatar rendering required. If you also want voice cloning and avatar video assembly (reel-from-script), we wire that up behind strict cost gates.
Do I need to know how to code for the 2-Session Setup?
No. I install the folder tree, AGENTS.md routing table, and background Python scripts with you during our two sessions. After setup, you simply read one-line updates on your phone and reply to approve drafts.
Will this burn through my weekly ChatGPT or Claude usage limits?
No. We designed the Lean Agent Architecture specifically after fixing a 155M-token weekly burn. By replacing 25 chatting bots with 3 bot tiers, slicing configs under 2 KB, and moving logging to zero-LLM Python scripts, routine context reads drop by over 80%.