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    Growth Stage

    Growth Stage

    Performance, reliability, and velocity recovery for startups hitting infrastructure ceilings.

    10x
    Postgres Wins Before Rearch
    P99
    Tracked And Reported
    Friday
    Deploys Restored
    0
    Feature Freeze

    Transforming Growth Stage through Technology

    Growth-stage startups hit the same walls: database performance, deployment fear, and a feature backlog that keeps growing while velocity collapses. We identify the actual bottlenecks, fix the foundations, and restore shipping confidence.

    Performance profiling dashboard
    Phase 01

    How We Diagnose A Growth-Stage Slowdown

    Week 1: We instrument your real production traffic. APM, query profiling, log aggregation. We measure what's actually slow.

    Week 2: We rank the bottlenecks by user-facing impact. The top three usually account for 80% of the pain.

    Week 3 onward: We fix in priority order, ship in small batches, measure the impact of each change.

    We report weekly with before/after numbers. P99 latency, error rates, deploy frequency, on-call pages.

    Engineering velocity metrics
    Phase 02

    Velocity Is A System Problem

    Slow CI: 20-minute build times burn engineer focus. We get it under three.

    Flaky tests: any test that fails 5%+ of the time gets deleted or fixed. Tolerance is zero.

    Unclear ownership: every service has a name on it. Pages route to the right team without 'who owns this?' Slack threads.

    Documentation that lives in code: ADRs in the repo, not Notion pages nobody updates.

    Technical Capability

    Our Growth Stage Stack

    Performance, reliability, and velocity recovery for startups hitting infrastructure ceilings.

    Key Priorities

    Two senior engineers including one performance specialist
    Production profiling and observability stack setup
    Weekly metrics report with before/after measurements
    Direct integration into your existing engineering team
    Architecture review covering scaling decisions
    Knowledge transfer to your engineers throughout

    Standard Deliverables

    The architecture artifacts you receive in every Growth Stage engagement.

    Measurable performance improvements (P99 latency, throughput, error rate)
    Production observability stack (metrics, logs, traces)
    CI/CD improvements with reduced build times and flake rates
    Test coverage on critical paths with documentation
    Architecture decision records for scaling investments
    Engineering velocity report and recommendations

    We understand your unique pain points

    Database queries that took 50ms at 1K users now take 4s at 100K.
    Engineers afraid to deploy on Fridays because something always breaks.
    On-call rotation getting paged 5+ times a week.
    Feature velocity collapsing as the codebase grows.

    Your DB queries took 50ms at 1,000 users and take 4 seconds at 100,000. That is an architecture problem, not a query problem.

    Performance, reliability, and velocity recovery for startups hitting infrastructure ceilings.

    Who we help

    We partner with forward-thinking organizations ranging from agile startups to established enterprises to deliver Growth Stage solutions that drive true market leadership.

    4.9/5average client rating
    1

    Series A and B startups hitting infrastructure ceilings

    2

    Bootstrapped products outgrowing their original architecture

    3

    Engineering teams losing velocity as the codebase grows

    4

    Companies preparing for a 10x traffic event (launch, partnership, season)

    How CiroStack Empowers Growth Stage

    We apply our proven engineering disciplines to solve your most complex sector challenges.

    Cloud Engineering

    Profiling, query optimization, caching, read replicas, and the architectural changes that come after the boring fixes are exhausted.

    Explore Service

    DevOps

    CI/CD that catches regressions, preview environments per PR, automated rollback, and the test coverage that makes Friday deploys safe again.

    Explore Service

    Software Auditing

    We profile your engineering process, not just your code, to find what's actually slowing the team. Usually it's two specific things.

    Explore Service

    Data Engineering

    Metrics, logs, and traces that connect across services so debugging takes minutes instead of hours.

    Explore Service

    Ready to start your project?

    Let's discuss your specific challenges. Our engineering experts will work with you to architect the perfect solution.

    Frequently Asked Questions

    Specific insights into our Growth Stage engineering process.

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