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Production engineering

VibeCheck

You built something fast. It works, mostly. People rely on it. Now it needs to be reliable, secure, observable and supportable. Disruption Consulting takes vibe-coded applications and builds production-grade structure around them, including monitoring, security, testing, CI/CD and documentation, without a rewrite.

Vibe coding got you here. Production engineering gets you to scale. We bridge the gap.

Sound familiar?

The application is live and held together with hope

You shipped fast. The application is live, people rely on it, and it is generating value. Underneath, it is held together with duct tape and hope. There is no monitoring. Credentials are hard-coded. Deployments are manual. Only one person knows how to fix it when it breaks, and that person is you.

This is vibe-coded software. It got you to market quickly, but it will not carry the business forward without production-grade structure.

  • No monitoring: you find out something broke when users complain
  • No observability: no logging, no metrics, no idea what the application is doing
  • Hard-coded credentials and API keys scattered through the codebase
  • No automated testing: every deployment feels like rolling the dice
  • Manual deployments over SSH and copy-paste, with no CI/CD and no rollback
  • Unclear dependencies and undocumented configuration: one person knows how it works
  • No security scanning, no vulnerability management, no audit trail
  • Performance is probably fine, until it is not and there is no data to diagnose it

The Vibe Check difference

We do not tell you to rewrite everything from scratch. We work with what you have, adding observability, security, testing and automation incrementally, so the application becomes production-ready without throwing away the work that got you here.

  • No full rewrites: we build on what exists
  • Incremental improvements delivered in phases
  • Production-grade reliability and security
  • Knowledge transfer, so you own the outcome
How we work

Rapid, tangible improvement without downtime

Vibe Check is structured to deliver rapid, tangible improvement without disrupting the live application or requiring extended downtime.

01

Discovery and assessment

We start by understanding what you have: reviewing the codebase, running the application, interviewing the original developer where possible, and documenting the current architecture. We identify what is working, what is fragile and where the biggest risks are.

02

Risk prioritization

Not every issue needs fixing immediately. We work with you to prioritize the gaps that pose the most significant risk to business continuity, security or user experience, so effort goes where it has the most impact.

03

Incremental hardening

We build production readiness into the application in phases: observability, then monitoring, then security controls, then testing automation. Each phase delivers a tangible improvement without a complete rewrite or extended downtime.

04

Knowledge transfer and handover

Once the application is production-hardened, we transfer operational knowledge to your team: monitoring dashboards, deployment procedures, troubleshooting guides and ongoing maintenance. We do not want you dependent on us indefinitely.

What we fix

The gaps that keep an application out of production

Vibe Check addresses the operational, security and reliability gaps that stop a vibe-coded application from running production workloads safely and sustainably.

Observability

Instrumentation built into the application so you can see what is happening in production: structured logging, distributed tracing, custom metrics, real user monitoring and dashboards that show the state of the system at a glance. No more guessing where an issue is or waiting for a user to report it.

Monitoring and alerting

Proactive monitoring with intelligent alerting that notifies the right people when something happens: availability checks, performance thresholds, error rate spikes and capacity warnings. We configure monitoring that wakes you for the right reasons, not for false alarms.

Security hardening

Credential management through a secrets vault, API authentication and rate limiting, encryption at rest and in transit, automated vulnerability scanning and immutable audit logging. We bring the application up to enterprise security standards without rewriting it.

Access control and identity

Role-based access controls, federated identity integration, multi-factor authentication and session management that enforce who can do what. We replace hard-coded admin credentials and open endpoints with a proper identity and access architecture.

CI/CD and deployment automation

Automated build pipelines, testing workflows and deployment automation that replace manual SSH sessions and copy-paste releases. Infrastructure as code, immutable deployments, automated rollbacks and zero-downtime releases make deployments boring instead of terrifying.

Testing and quality assurance

Automated test suites: unit tests for business logic, integration tests for API contracts, end-to-end tests for critical user journeys, and performance tests that catch regressions before production. Testing is built into the delivery pipeline so every change is validated before it ships.

Operational documentation

Architecture diagrams, deployment runbooks, troubleshooting guides and operational procedures that move knowledge from the original developer to the team that has to support it. We document how the application works, how to deploy it and how to fix it.

Performance and reliability engineering

Performance profiling, database query optimization, caching strategies, rate limiting and auto-scaling configuration that let the application handle real-world load. We find the bottlenecks, remove single points of failure and build resilience into the architecture.

Why this matters

Vibe coding is not a failure, it is a strategy

Building fast to validate an idea, prove the value and get to market ahead of competitors is exactly the right strategy. The problem comes when the vibe-coded prototype becomes the production system and you realize too late that it lacks the monitoring, security and operational rigor a business needs.

Vibe Check is designed for that situation. We do not judge the choices that got you here; we focus on what has to happen next, adding the production-grade structure the application needs without discarding the work that proved the concept.

This is not a rewrite. This is production engineering applied to an existing codebase: pragmatic, incremental, and designed to reach sustainable operations as quickly as possible.

Ready to make it production-ready?

We understand where you are and what you need. Let us add the monitoring, security and reliability structure your application needs to run the business.