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AI Geeks & Freakscommunity · academy · factory
03/ academy

Spec sheets,
not brochures.

Four outcome-per-module courses that ship with real infrastructure — learn in class, then keep the workspace running while you build your own thing.

700+
builders graduated
21h
curriculum live
70+
lessons on-demand
100%
ship a real thing
03.1Course Catalogue4 modules online

Every course is an outcome with a spec sheet — not a slide deck. You finish with something real that keeps running.

MODULECRS-100
LVL 100

The 30-Min Feature Run

Take a fuzzy feature request from idea to merged PR in one focused 30-minute loop — prompt, plan, code, review, ship.

Claude CodeCursorOpenCode
prereq · None — a browser and an idea are enough.
duration
3h · self-paced
lessons
14
level
LVL 100
includes
Community Discord + shared OpenChamber sandbox
$0
open access
Enroll
MODULECRS-200
LVL 200Most enrolled

Multi-Agent Systems & MCP

Architect a swarm of specialist agents that collaborate over a custom MCP server — and orchestrate them with Way of Teams.

Claude CodeWay of Teams MCPJido
prereq · CRS-100 or prior agent-hands experience.
duration
8h · cohort
lessons
26
level
LVL 200
includes
1-Month Pro Hosted Workspace + OpenChamber seat
MODULECRS-300
LVL 300

Shipping a Custom Skill in 90m

Design, build, test, and publish a production-grade ai-harness skill — bundled, documented, and deployed to the registry.

Cursorai-harnessEval Runner
prereq · CRS-200 recommended (MCP fluency helps).
duration
6h · workshop
lessons
19
level
LVL 300
includes
Skill registry publish + 3-month Hosted Workspace
MODULECRS-400
LVL 400

The Hosted Workspace Sprint

Stand up your own production workspace — repo mounts, encrypted keys, OpenChamber, and a real deploy loop — then scale it for a team.

OpenChamberWay of TeamsGitHub
prereq · Any prior course. Bring a repo you want to ship.
duration
4h · cohort
lessons
12
level
LVL 400
includes
Production workspace provisioned live in class
$0
with Pro+ plan
Enroll
03.2Cohort Calendarnext intakes
CRS-200open
starts OCT 05
18 / 40 seats
CRS-300open
starts OCT 19
11 / 30 seats
CRS-100open
starts always
self-paced seats
CRS-400near-full
starts NOV 02
9 / 24 seats
03.3The Learning Path100 → 400
Stage 1CRS-100

The 30-Min Feature Run

None — a browser and an idea are enough.

Prompt›Plan›Code›Review›Ship
Stage 2CRS-200

Multi-Agent Systems & MCP

CRS-100 or prior agent-hands experience.

Spec›Swarm›MCP›Orchestrate›Deploy
Stage 3CRS-300

Shipping a Custom Skill in 90m

CRS-200 recommended (MCP fluency helps).

Idea›Build›Test›Publish
Stage 4CRS-400

The Hosted Workspace Sprint

Any prior course. Bring a repo you want to ship.

Provision›Mount›Key›Deploy›Scale
SyllabusCRS-100
  • 01 · The one-prompt loop
    How a single well-scoped prompt frames the whole feature.
  • 02 · Planning gates
    Don't let the agent ship blind — plan before code.
  • 03 · Review like a senior
    Read the diff, run the tests, gate the merge.
  • 04 · Rituals that scale
    Commit hygiene, PR discipline, zero dropped context.
  • 05 · The 30-minute clock
    Scope, cut, and ship inside a hard deadline.
SyllabusCRS-200
  • 01 · Why swarms beat solo agents
    Specialists > generalists when ownership is clear.
  • 02 · Designing agent roles
    plan / code / review / evaluate — and the handoffs between them.
  • 03 · MCP end-to-end
    One custom server, eight tools, three agents talking through it.
  • 04 · Orchestrating with Way of Teams
    Tickets, memory, and knowledge as the coordination fabric.
  • 05 · Human-in-the-loop gates
    Safety, approvals, and a reviewable audit trail.
SyllabusCRS-300
  • 01 · Anatomy of a skill
    SKILL.md, frontmatter, assets, allowed tools.
  • 02 · Build with the harness
    Scaffold, author, and wire the skill into the toolchain.
  • 03 · Test & eval
    Green eval runner before you even think about publishing.
  • 04 · Ship to the registry
    Bundle, document, version, publish.
  • 05 · Package for every tool
    Make one skill work across OpenCode, Claude, Codex, Pi.
SyllabusCRS-400
  • 01 · Workspace anatomy
    Isolation, named volumes, resource caps, private URLs.
  • 02 · Repo mounts & keys
    Mount at /workspace, inject provider keys encrypted.
  • 03 · OpenChamber in anger
    Editor, agent terminal, preview pane, GitHub integration.
  • 04 · Team scaling
    Slots, priority, custom tiers, and capacity planning.
03.4How a Module Runslearn by doing
openchamber · session.trace
$ sssf run --course CRS-100 --mode local-fast
converging lab … LM Studio online · visualizer · tunnel
spawning swarm: [planner] [coder] [reviewer] [eval]
phase 1/5 · prompt · ok
phase 2/5 · plan · ok
phase 3/5 · code · wip
phase 4/5 · review · passed
phase 5/5 · ship · merged
run complete · 30:00 · +412 LOC · merged to main

Real infra, not slides

Every module runs in a live OpenChamber sandbox with the toolchain pre-configured. You type real commands and watch real agents work.

A swarm, not a lecture

Lessons are orchestrated by a specialist agent swarm that plans, codes, reviews, and evaluates — exactly what you'll learn to control.

Outcome you can keep

The workspace and skills you build stay yours after the course ends. It's your factory warm-up, not a demo.

Next cohort · CRS-200 · OCT 05 · 18/40 seats filled
03.5What Grads Sayverified

"I shipped my first skill before the intro was over. CRS-300 is a cheat code."

@vee
skills · grad CRS-300

"CRS-200 changed how I think about agents — it's roles and handoffs, not magic."

@rune
templates · grad CRS-200

"The 30-minute clock is the single best habit I've picked up in years."

@sachi
founder · grad CRS-100
03.6FAQanswers

No. Every course is hands-on but zero-friction: you get a shared OpenChamber sandbox that already has the toolchain configured, so you learn by running real commands, not by reading slides.

Enroll in the next cohort

Cohort caps keep the pairing honest — 40 builders for workshops, 30 for skills. Get on the Discord to lock your seat before the list fills.