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AI-Native Development: Human Verified

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Services · Feature Updates

Your Product Keeps Growing. Without Breaking.

Adding features to a live product is different from building from scratch. The existing architecture, the existing users, and the existing data all have to be respected. We add to what works without touching what does not.

The growth problem

New features break existing ones if you rush them.

Most post-launch feature requests seem simple until an engineer opens the codebase and discovers how tightly coupled everything is. We scope before we touch.

New integrations clash with existing data models

Rushed feature work introduces regressions in core flows

Schema changes break existing functionality without a migration plan

New code written without understanding existing patterns

How we add features

Scope first. Build second.

Scoped additions

Every feature request gets a written scope before we write code: what we are building, how it interacts with existing systems, what the risks are, and how long it will take. You approve the scope before we start.

Branch-based development

Feature work happens in isolated branches. We develop and test against a staging environment that mirrors production. Nothing reaches your users until it has been reviewed and signed off.

Migration-safe changes

Database schema changes, API version updates, and data migrations are handled with rollback plans. We do not make breaking changes without a clear path to undo them if something goes wrong.

Feature development process

No surprises. No regressions.

We keep things transparent. You always know where your project stands.

01. Scope the request

1–2 days

You describe what you want. We investigate the codebase, assess impact on existing functionality, write a brief scope doc, and give you a time estimate. You approve before we write a line of code.

02. Build in isolation

Per scope

Development happens in a feature branch with full access to your repository. We follow existing patterns and naming conventions — new code reads like it belongs.

03. Staging review

1–3 days

The feature is deployed to staging for your review. You test it, give feedback, and request revisions. We iterate until it matches your expectations.

04. Production deploy

1 hour

Production deployment at a time that minimises user disruption. If a migration is required, we run it in a maintenance window with a tested rollback path.

Feature work in practice

Added multi-currency support to a live payments platform without downtime.

A fintech client needed multi-currency support added to an existing Stripe integration. We scoped the schema changes, built a backwards-compatible migration, and deployed in a 20-minute maintenance window. Zero payment disruptions during the transition.

4 new markets opened within 2 weeks.Business impact
FAQ

Common questions

Grow your product without growing your risk.

Scoped feature development on your existing codebase. No regressions guaranteed.

Feature work available on Professional and Enterprise plans.