This Session's Deep Dives
Builds members shared during Show & Tell, expanded into a step-by-step you can run yourself.
He built a fleet of PM agents that runs his team for $15 a week
All three agents run for ~$15/week on Sonnet 4.6 with prompt caching
The problemAction items and decisions get lost in Slack, and a human PM becomes the bottleneck.
Roman, the team's COO, demoed three autonomous AI 'employees' living in
Slack. Slack PM posts a daily standup, tracks Action Items / Open Loops / Decisions Needed straight from natural-language conversation, and surfaces them on a Slack Canvas Kanban board. A Chief of Staff agent processes transcripts and
Loom links, pulls the
GoHighLevel pipeline, and writes a Monday 'week ahead' / Friday 'week in review' digest. An Agent Orchestration Director manages the whole fleet — monitoring, alerting on failures, routing work between agents, and being trained to self-heal. The architecture's core trick: each
Claude skill is a 'skinny' pointer that reads its real instructions from a company-brain skill library on
Google Drive, so any teammate can add a capability and it propagates to everyone.
- Each agent is a 'skinny skill' (a symlink/pointer) that loads its real brain from a shared Google Drive library via the Drive MCP
- Runs on Vercel cron jobs + a JS agent loop; GitHub holds the code ('the bodies'), Slack API is the interface, GoHighLevel is wired in
- Built entirely in Claude Code by a self-described non-coder — including the architecture diagrams
An always-on PM, chief of staff, and fleet manager that nudge the team daily and keep nothing lost in Slack.
Takeaway The skill in Claude is just a pointer. The brain lives in the company drive — so improving one agent improves it for the whole team.
They turned a skills library into a hireable team of 170+ AI employees
170+ skills/roles; public announcement targeted for next Friday
The problemBuilding skills one task at a time leaves you with a pile of disconnected prompts and 'ghost skills.'
Darby unveiled Agentic OS: a searchable web library of 170+ skills organized as AI-employee roles (Content Marketer, Sales Setter, Chief of Staff, and more), with a 'librarian' routing agent that finds and chains the right skills from a plain-English request. Each skill is copy-paste-able, downloadable as an .md file, and callable through an MCP connector inside
Claude,
Claude Code,
Codex, or Cursor. New skills flow through a 7–8-stage production pipeline and members can request or contribute their own.
- Browse or ask the 'librarian' to surface and chain the right skills for an outcome
- Three access paths: copy, download as .md, or add the Agentic OS MCP connector in Claude
- A 7–8-stage skill-production pipeline (creator → architect → 'skill taste' review) keeps quality high
A library of installable AI roles that gets you 80–90% of the way there, instead of building each skill from scratch.
Takeaway Hire the role, not the task. Build a Content Marketer with a soul and an identity — not a flat 'content skill.'
He took the company off Webflow and made the whole website agentic
The problemWebsites, funnels, and recaps are slow to build and maintain by hand.
After ten years on Webflow, Austin moved Agentic Society to an AI-built Astro/Vercel/GitHub stack — no one pushes pixels anymore. The rebuild includes a unified events page and the recap engine that auto-generates pages like this one: replay, downloadable transcript, room photo, the biggest ideas, quotes, and each member's Roses & Thorns and ask, all shareable to X/LinkedIn. He also shared the accuracy method behind it: running three recorders (Plaud,
Fathom,
Granola) and merging them into one cross-verified transcript, with names checked against the calendar.
- Rebuilt the site with AI agents on Astro + Vercel + GitHub, brand-consistent via a synced style guide
- Auto-generates a recap page per event (replay, transcript, big ideas, Roses & Thorns, share buttons)
- Triangulates 2–3 recordings into one enriched, name-verified transcript per event
A self-maintaining, fully agentic marketing site — recreated in a fraction of the original two-week build time.
Takeaway This is the future of funnels, brand management, and SEO — and you can do it from the back of a Waymo.
Austin Distel
Roman Bediner
Isaiah Zimmerman
Justin Day