Vibecoding gets you to v0.1.
What gets you to v1.0?
The gap between a working prototype and production-ready software is where most AI-first projects die.
Crash Under Load
Your MVP collapses under real traffic — and your reputation with it. No load testing, no fallback strategy.
Security is an Afterthought
No auth, no input validation, no data protection. AI generates the happy path, not the secure path.
Technical Debt from Day One
No tests, no observability, no CI/CD. Every feature added makes the next one harder to ship.
Can't Hand It to a Team
Code that only one person (and their AI) understands is a liability, not an asset.
Fails Due Diligence
Investors ask about engineering practices and you don't have a good answer. Enterprise clients reject you.
Deploy and Pray
Every deployment is a gamble. No automated tests, no rollback, no way to know if something broke until users tell you.
Two phases.
One outcome.
From rapid prototype to production-grade application — no compromises.
MVP Build
We build your MVP at record speed using AI-powered development. Claude Code and modern toolchains accelerate the path from idea to working prototype.
Production Hardening
We transform your MVP into an enterprise-grade application. Stability, security, monitoring, and automated deployments — everything your product needs for real growth.
Six pillars of
production readiness
The systematic framework that separates software that demos well from software that ships with confidence.
Architecture
Scalable, crash-proof architecture. Load-tested and built for zero-downtime releases.
Security
OWASP hardened, encrypted at rest and in transit. Auth, RBAC, and compliance-ready from day one.
Testing
Automated test suites. Unit, integration, and E2E coverage that catches bugs before users do.
Observability
Alerting, logging, tracing, and dashboards. Know what's happening before your users tell you.
CI/CD
Automated build, test, and deploy pipelines. Push with confidence, roll back in seconds.
Infrastructure
Cloud-native, infrastructure-as-code, container-ready. No vendor lock-in, fully reproducible.
The Enterprise-Grade
AI Development Playbook
30 pages of actionable frameworks, checklists, and real-world examples. Everything you need to go from vibecoded prototype to production-ready software.
- Architecture patterns for AI-generated codebases
- Security hardening checklist (OWASP-aligned)
- Testing strategy template with coverage targets
- CI/CD pipeline blueprint for rapid, safe deploys
- Observability setup guide (logs, metrics, traces)
- Production-Readiness Scorecard (50+ items)
Get the playbook.
It's free.
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AI delivers speed.
We deliver quality.
AI-Accelerated
We use Claude Code and modern AI tools to deliver in days what normally takes weeks.
Engineering Depth
Over 10 years of experience in software development, cloud infrastructure, and DevOps. AI gives us speed — experience gives us quality.
No Vendor Lock-in
We train your team, document everything, and hand off cleanly. You hire us again because we're good — not because you have to.
How we work together
Discovery
We understand your product, your audience, and the technical requirements.
Roadmap
Together we build a prioritized plan — what comes first, what has the most impact.
Build & Harden
AI-accelerated development with iterative testing and ongoing reviews.
Launch & Handoff
Go-live, monitoring setup, documentation, and knowledge transfer to your team.
Technology that fits
your problem
We independently choose the best technology for your project.
Ready for production?
Two paths. Same destination.
Want us to do it?
Book a free consultation. We'll assess your MVP and build a roadmap to production.
Book a CallWant to learn how?
Get our free 30-page playbook. The 6 Pillars framework with checklists and templates.
Get the Free Guide