ATLAS · Launch & Operations
Ship confidently. Stay in control.
Getting to a working proof-of-concept is only half the job. The other half is making it safe, recoverable, and maintainable before the first real user depends on it.
Launch & Operations gives AI-assisted development teams a structured checklist for the governance decisions that separate a working demo from a trustworthy production system — credentials, observability, incident response, and AI continuity.
The PoC that launched too early
Dev-environment API keys. A database that shares state with staging. No backup procedure. The system works until it doesn't — and the failure is discovered by a customer, not a monitoring alert.
A cost spike with no alert
AI inference, storage egress, and webhook endpoints all scale unexpectedly. Without budget caps configured before go-live, a viral moment or a runaway loop generates thousands of dollars in charges overnight.
No rollback when it matters
A team that has never practiced a rollback discovers its complexity mid-incident, under pressure. Without a tested protocol, a bad deployment takes the system offline for hours instead of minutes.
What changes
Systematic governance before launch day
LaunchOps is not a deployment tool. It is the operational governance layer that sits above your CI/CD pipeline — capturing the decisions, verifications, and documented procedures that mature engineering teams make before they ship to real users.
The output is not a prettier checklist. It is a shared, current record of your production readiness state — so every team member knows exactly what has been verified, what is still open, and what the recovery plan is when something breaks.
When it's working
- Every credential is rotated, vaulted, and separated before the first live user
- Cost alerts fire before an API overage becomes a billing surprise
- The team can roll back a bad deployment in minutes, not hours
- Structured logging means bugs surface in monitoring, not customer emails
- AI assistants know which files and services are off-limits post-launch
- Every production change has a reviewer sign-off and a logged rationale
Start with P1
The Secrets & Isolation pillar contains three non-negotiable gates. Until all three are complete, the Launch Readiness Score will not pass 30% — regardless of how complete the other pillars are.
Two phases
LaunchOps separates launch readiness from ongoing operational governance. The launch phase closes before go-live. The operational phase continues as the system evolves.
Built for AI teams
The Architecture & AI Continuity pillar addresses codebase drift directly — documenting system boundaries and providing AI assistants with explicit context instructions for post-launch iteration.
The framework
Five pillars of production readiness
Start with P1 if you are preparing to launch. Start with the Ops Health Score factors if you are already live and establishing governance retroactively.
Version control, CI/CD, testing, error handling
The baseline practices every production system needs: structured branching, automated deployment pipelines, and error handling conventions that hold under real traffic.
Required launch gates: credentials, environments, SSL
Three non-negotiable gates before any live user touches the system. Rotate credentials, verify environment separation, confirm SSL coverage on all production domains.
Recovery plans, rollback protocols, change control
Documented recovery procedures and a tested rollback path before launch. A change control register and on-call protocol so failures are contained and accountable.
Logging, cost controls, third-party uptime
Structured logging, cost budget alerts, and a register of critical third-party dependencies with documented fallback behaviors — all configured before first traffic.
Blueprints, API contracts, AI assistant guardrails
Live system blueprints and AI context instructions that tell your coding assistant which files, services, and credentials are off-limits after launch — preventing architectural drift.
Launch Readiness Audit
// Checking pre-launch gate status
User: "What's our current launch readiness score and which P1 gates are still incomplete?"
AI Companion: [Calling list_launchops_projects]
✓ Launch Readiness: 67% — P1 incomplete.
"Environment isolation is verified. Secrets audit passed. ssl-cert-coverage is still open — 2 production domains have no auto-renewal configured. Want me to pull up the SSL Gateway artifact?"
AI Companion · Launch & Operations Lens
Query your production readiness from your AI workspace
Connect your AI companion directly to your LaunchOps governance state. Check readiness scores, audit artifact completion, and draft governance artifacts before launch day.
Review and draft governance artifacts through natural conversation:
- list_launchops_projectsQuery all projects, their launch readiness score, and current ops health status.
- get_launchops_artifactRead the current content of any specific artifact — rollback protocol, secrets audit, DR runbook.
- describe_launchops_artifactGet the full artifact schema so your AI companion can draft it from scratch in a single prompt.
Get started
Close the gap before it closes you
Start with the P1 gates. Most teams have their launch readiness picture in place within a single working session.
Get startedLaunch Readiness Sprint
Need hands-on help? Get all five pillars completed, your rollback protocol tested, and your team trained on incident response in 3–4 weeks.
Get help with this module