Transforming Outgrowing Current Tech through Technology
Growth-stage performance problems are usually database problems in disguise. We profile your whole stack, identify the actual bottlenecks (not the assumed ones), and fix them without stopping feature work. Then we make deployments boring again.
Finding the Real Bottleneck (It Is Usually Not What You Think)
Teams assume they know what is slow. They are usually wrong. 'The database is slow' often means 'one query is slow and it runs 10,000 times per page load.' We measure before we fix.
Full-stack profiling reveals the actual path from user action to response. Database query times, API processing, network latency, frontend rendering. The bottleneck hides in the gap between assumptions and measurements.
The fix is usually simpler than expected: an index, a cache, a query rewrite, a connection pool. Not a new database. Not a rewrite. Not Kubernetes. Targeted interventions that take 1-2 weeks and improve performance 5-10x.
We produce a prioritized list: these 5 things cause 80% of your performance problems. Fix them in this order. Each fix is independent. You can do them all or stop after the first 3 when performance is acceptable.
Making Deployments Boring Again
Fear of deploying is a symptom of missing infrastructure: no staging environment, no automated tests, no easy rollback. We fix the infrastructure so shipping changes is routine.
CI/CD pipelines that run automated tests, deploy to staging, and promote to production with a button click. Feature flags that let incomplete features exist in production without being visible to users.
Architecture evolution happens incrementally: the slow service gets replaced by a faster one, traffic shifts gradually, the old code gets deleted. No big-bang migration. No downtime. No coordination across 12 teams.
Monitoring and alerting configured so you know about problems before users report them. Error budgets, latency percentiles, and the dashboards that on-call engineers actually look at.
Technical Capability
Our Outgrowing Current Tech Stack
Performance audit and re-architecture for startups where growth is breaking the product.
Key Priorities
Standard Deliverables
The architecture artifacts you receive in every Outgrowing Current Tech engagement.
We understand your unique pain points
Your engineers are afraid to deploy on Fridays. Your DB is slow and getting slower. We find the real problem and fix it.
Performance audit and re-architecture for startups where growth is breaking the product.
Who we help
We partner with forward-thinking organizations ranging from agile startups to established enterprises to deliver Outgrowing Current Tech solutions that drive true market leadership.
Platforms that went from 4-second to 200ms response times
Teams that restored deployment confidence after months of fear
Products that survived 10x traffic growth without downtime
Companies that reduced on-call pages by 70% in 8 weeks
How CiroStack Empowers Outgrowing Current Tech
We apply our proven engineering disciplines to solve your most complex sector challenges.
Performance & Scaling Audit
Database query profiling, API response time analysis, frontend rendering measurement, and infrastructure utilisation tracking. Find the real constraint before spending a day fixing the wrong thing.
Explore ServiceArchitecture Remediation
Database indexing, query optimisation, caching layers, connection pooling, read replicas, and the targeted backend interventions that resolve 80% of performance issues without a full rewrite.
Explore ServiceCTO as a Service
Architecture direction, technology decisions, and the experienced judgment that tells you which scaling problems to solve now and which to defer — from someone who has navigated this inflection point before.
Explore ServiceDeployment Modernisation
Automated testing, staging environments, feature flags, and rollback capability — the deployment infrastructure that lets your team ship daily without fear and catch regressions before users do.
Explore ServiceFrequently Asked Questions
Specific insights into our Outgrowing Current Tech engineering process.