MoonOps: a solo-built multi-agent AI content operation, delivered without spending any of its 250 dollar budget. An orchestrator agent and a cabinet of specialized sub-agents run an agentic production pipeline that must clear a design-quality gate, a security-and-compliance lane, and a human-approval gate before publishing to a live site, video channel, and storefront. Outcomes feed back through closed loops (self-healing skills, performance, revenue, monitoring, and weekly review), and the system is hardened with byte-parity deploys, scoped secrets, schema-validated writes, an audit ledger, and off-box backups.
MoonOps: the operating model, built not described
A full content operation (website, video channel, and storefront) run by an agentic production pipeline and governed by a cabinet of specialized AI agents with real gates: a design-quality gate, a security & compliance lane, and a human-approval gate before anything ships. Outcomes then loop back into what gets built next, all on a stack that’s hardened by default.
House rule: Stay in Orbit. Every prompt earns its place, or it gets cut.
Human oversight
what others call human-in-the-loopStay in Orbit
Elliott · operator & principal
Sets strategy and product direction; holds the final publish approval. If the AI starts creating random things, we’ve left orbit; if every prompt supports the mission, we’re in orbit. Oversight is the design, not an afterthought.
Orchestration & governance
Multi-agent system · one agent = one vote · Aria holds design vetoOrchestrator agent
Selene · CEO
Chairs the Council of Equals, routes work to the right specialist, and escalates ties to the human.
Pipeline & MLOps
Lyra · CTO
Growth & SEO
Vega · CMO
Design quality
Aria · CCO
FinOps & monetization
Cassia · CFO
Security & compliance
Vesper · CSO
Product & distribution
Iris · CPO
Site operations
Mara · Director
Agentic production pipeline
Research → generate → render → publishStep-0 research
Vega market scan
Search demand + SEO before anything is built.
Content generation
affirmation · title · tags
On-brand copy, metadata, and thumbnail.
Procedural render
make_video.py
Video + seamless looped soundscape.
Automated publish
video_upload.py + drip
Scheduled daily uploads via launchd.
Site CI/CD
ship-site pipeline
Audit → deploy → byte-parity verify (Netlify).
Product build
make_pack.py
Packages downloadable content packs for the storefront.
Governance gates: nothing ships until all three pass
Built in, not bolted onGuardrail · quality gate
Aria / brand-guardian
Design veto: on-brand and on-craft, or it stops here.
Guardrail · security & compliance
Vesper · CSO
OAuth scopes, platform ToS, secret & credential hygiene.
Human-approval gate
Elliott approves
Explicit human sign-off before anything is published.
Live surfaces
Live today · early / largely pre-revenueDistribution
Video channel
Long-form ambient video.
Web property
moonops.org
Netlify · self-hosted fonts · hardened headers.
Storefront
Digital store
Downloadable content packs.
Closed-loop control: the system corrects and improves itself
↻ outcomes re-enter Layers 01 to 03Self-improvement loop
self-heal
Session digests → skill & agent updates; risky edits proposed, not applied, and all logged.
↩ back to Layer 02Performance loop
data → next plan
Surface metrics + Step-0 research decide what gets built next.
↩ back to Layer 03Revenue loop
FinOps (Cassia)
Sales signal → unit economics → budget allocation.
↩ back to Layer 02Observability loop
run-log + STATUS watch
Monitoring flags failed runs and drift for repair.
↩ back to Layer 01Retro loop
weekly-review
Cross-workstream read → refreshed top-3 priorities.
↩ back to Layer 01Hardened by default: security, integrity & recovery
Enforced across every surfaceDeploy integrity
byte-parity verify
Live site must equal source on every ship.
Self-hosted by default
first-party assets
Self-hosted fonts, hardened headers, no trackers; the one external call is the Spotify embed on the home page.
Secret hygiene
scoped OAuth
Credentials kept out of the repo; least-privilege scopes.
Safe-by-default publishing
draft / posted queue
Nothing auto-publishes without human sign-off.
Data-integrity writes
schema validation
validate_tracker.py runs after every write.
Change auditability
managed blocks + ledger
Every self-heal edit is evidenced and logged.
Sovereign backup & DR
private mirror
State mirrored off-box; restores are drilled, not assumed.
Shared infrastructure that underpins every layer
Tool use · MCP
Video platform · Netlify · Storefront · GitHub
Reusable skill library
skills & specialized sub-agents
Persistent memory
CLAUDE.md + memory files
Scheduling · cron
launchd daily cadences
I can architect and govern an end-to-end AI system (production, security, monetization, and distribution) with guardrails, feedback loops, and hardening built in from the start. It ships, monitors itself, learns, and recovers; it doesn’t just run. Early and largely pre-revenue by design, and delivered without spending the $250 budget; the point is the discipline.
It scales straight to a credit union: the same three primitives: capability + governance + adoption.
Fuel wisely. Launch confidently.