VibeOps / Production Hardening
A Cursor agent deleted
a startup's database.
And its backups.
You built something real with these tools. But here's what nobody says: working and production-ready are two different things, and the gap between them is where incidents happen. VibeOps closes that gap.
We use these tools too.
The Gap
Working app.
Not quite
ready for what's next.
Replit, Cursor, Lovable, Bolt, Claude Code. These tools let you move faster than anyone thought possible a few years ago. That's not a problem. That's genuinely the future, and we're here for it.
Let's be honest: the gap shows up when that app meets real users, real data, and real pressure. Here's the thing: does it have environment separation? Are backups verified? What happens if it goes down at 2am? What if a customer's data walks out the door? A working prototype doesn't answer any of those questions on its own.
It's the same gap that existed when every developer moved from their laptop to the cloud. Production readiness is a layer of work. It hits different when something goes wrong without it. And now you have real examples to point to.
Recent Incidents Show the Risk
The proof is
already there.
These are not worst-case hypotheticals. Each example below is a reported incident, and each one was preventable with scoped permissions, environment separation, backup verification, or basic governance. We share them not to scare you, but to show that the hardening work is real, specific, and worth doing before something goes wrong.
Who It's For
Built for
builders.
STARTUP
Startup Founders
You shipped. You have users. An enterprise prospect just asked for your security questionnaire, and you don't love what's behind it (there's always something). Your diligence call is coming up and you have no idea what they're going to find. VibeOps gets your app through that review and puts your team on a foundation that actually holds.
SMB
SMBs
Your tool works and your business depends on it now. If it goes down, you're down. If it gets hacked, you're making the calls (and explaining it to customers). VibeOps makes sure it stays working and stays secure. Someone to call when things go sideways. That's the whole deal.
ENTERPRISE
Enterprise Teams
Someone on your team built something and put it in production. Maybe a few people did (this happens more than anyone admits). You found out about it. VibeOps inventories what's running, assesses what's safe to keep, fixes what needs fixing, and retires what shouldn't be there. You get a formal record of what you own and what it took to make it right.
What VibeOps Hardens
Six domains.
All covered.
VibeOps is structured around the six production readiness areas that apps built with these tools most commonly skip. Each has a defined checklist, a scored assessment, and a remediation playbook.
FOUNDATION
DevOps & Environments
- ·Dev, staging, and production separated properly
- ·CI/CD pipeline setup and automation
- ·Rollback and blue-green deployment strategy
- ·Secrets management and environment variable hygiene
- ·Repository structure, branching, and review workflows
- ·Dependency auditing and version pinning
SECURITY
Security
- ·Authentication and authorization (RBAC, SSO, MFA)
- ·API security: rate limiting, input validation, CORS
- ·Dependency vulnerability scanning (OWASP, CVE)
- ·Least-privilege across all service accounts
- ·Audit trails and access logging
- ·Secrets rotation and zero-trust architecture
DATA
Data Privacy & Reliability
- ·Customer data identified, mapped, and classified
- ·Backup strategy with tested restore procedures
- ·Retention policies and right-to-erasure workflows
- ·Encryption at rest and in transit
- ·Redundancy and failover configuration
- ·Data residency and compliance documentation
BOT SAFETY
Automation Safety
- ·Bad-actor input detection and prevention
- ·Tool and API permission scoping for automated workflows
- ·Output validation and content filtering
- ·Human approval gates for destructive operations
- ·Regression testing for behavior changes
- ·Cost monitoring and runaway-call protection
ENGINEERING
Codebase Maintainability
- ·Architecture review and dependency graph analysis
- ·Test coverage assessment and testing strategy
- ·Error handling, logging, and observability hooks
- ·Idempotency and safe retry patterns
- ·Documentation and onboarding runbooks
- ·Performance profiling and bottleneck identification
OPERATIONS
Monitoring & Operations
- ·Uptime monitoring and alerting setup
- ·Incident response playbooks and escalation paths
- ·L1/L2 support tier design and ticket workflows
- ·Root cause analysis and postmortem process
- ·SLA definition and measurement tooling
- ·On-call rotation design and runbook automation
Packages
Start where
you are.
Every engagement starts with a conversation about where you are and where you need to be. Most clients begin with an Audit and move from there.
ASSESSMENT
VibeOps Audit
We go through your app across all six areas, score it, find the problems, and hand you a plan. You know exactly where you stand, what needs to be fixed, and in what order. No fluff, no padding.
SPRINT
VibeOps Stabilize
A focused sprint on the urgent stuff. Environments get separated. Secrets get cleaned up. Backups get implemented and actually tested. Monitoring goes live. These are the things that have to be working before anything else matters.
FULL HARDENING
VibeOps Production
Full hardening across all six domains. Architecture, pipelines, security, automation controls, test coverage, data governance. Your app comes out the other side ready for enterprise customers and the kind of technical review that used to make founders sweat.
ONGOING
Managed VibeOps
We stay in. Ongoing monitoring, L1/L2 support, security patching, upgrade testing, and incident response. Your app keeps running. You have someone to call. That's the whole deal.
People Also Ask
VibeOps,
explained.
What is vibe coding?
It's building software by describing what you want in plain language to tools like Replit, Cursor, Lovable, Bolt, Claude Code, v0, and GitHub Copilot. What used to take a developer team weeks can now take one person days. That's genuinely impressive. The trade-off is that the output still needs the same production review any software does, and most of these tools don't do that part for you.
What does VibeOps actually fix?
Six areas: how your environments are set up (dev vs. staging vs. production), security (authentication, API protection, vulnerability scanning), data privacy (backups, encryption, customer data handling), your automation and bot safety (bad-actor controls, permission scoping, output validation), codebase quality (architecture, testing, error handling), and operations (uptime monitoring, incident response, support tiers).
Who is VibeOps for?
Three groups: startup founders who shipped fast and now have enterprise prospects, investors, or a diligence call asking hard questions. SMBs running business-critical tools that need to stay up, stay secure, and stay maintainable. And enterprise teams who found out someone built something in their org and put it in production without a formal review. If any of those sound familiar, you're in the right place.
What tools does VibeOps work with?
Any of them. Replit, Cursor, Lovable, Bolt, Claude Code, v0, GitHub Copilot, and anything built across multiple tools. The hardening work focuses on the actual application and its infrastructure, not whatever was used to build it. How you built it doesn't change what it needs to be production-ready.
How long does a VibeOps engagement take?
The Audit is 1 to 2 weeks. The Stabilize sprint is 2 to 4 weeks. Full Production hardening is 4 to 8 weeks depending on how much is there. Managed VibeOps is ongoing. Every engagement starts with the Audit so we know what we're actually dealing with before any work begins.
How is VibeOps priced?
Scoped per engagement after we talk about your app, where it is, and what you need. Because every app is different, we don't publish fixed prices. We scope against the audit findings so you're never paying for work your app doesn't need. Start a conversation and we'll give you a real number.
What happens after the Audit?
You get a scored assessment across all six domains, the specific issues we found, and a prioritized 30/60/90-day plan. From there you can execute on your own, bring us in for a Stabilize sprint or full Production hardening, or move into Managed VibeOps for ongoing support. No obligation to continue after the Audit.
Is VibeOps only for apps that already have problems?
No. Most clients engage before a problem surfaces: before an enterprise sales call, before a funding round, or before onboarding their first paying customers. Dealing with this stuff before it becomes an incident is a lot less expensive than dealing with it under pressure. The Audit tells you where you stand, whatever stage you're at.
Get Started
Request a
VibeOps
Review
Tell us about your app and where you are. We will be in touch within one business day to scope the right engagement and answer your questions.
Not just startups.
Enterprise teams with shadow apps, SMBs running business-critical tools, and founders preparing for diligence all qualify for VibeOps.