Engineering

Full-stack product engineering.

Product engineering is building production software from day one, not prototypes rebranded as MVPs. The engineers who design the system also ship it, full-stack across React, React Native, Flutter, Node, Python, and cloud, with AI in the architecture from the first commit.

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The problem we solve

Most enterprise releases die in the handoff. Design throws a spec over the wall, engineering rebuilds half of it, and the prototype that demoed well never survives contact with real load, real data, and real users.

We close that gap by keeping design and engineering on the same team. We build for uptime and scale, wire telemetry in from day one, and validate every release with AURA, our release confidence platform.

What this includes

Front-end development

Fast, accessible, responsive interfaces in React, React Native, and Flutter. AI-assisted review catches regressions before QA does.

Full-stack engineering

APIs, backend systems, databases, and cloud infrastructure built for uptime and scale. Telemetry and anomaly detection from day one.

Prototype to production

Take a Cursor, Lovable, Replit, v0, or Bolt prototype and harden it to production: test coverage, error handling, security, deploy pipelines, telemetry.

Mobile applications

Native and cross-platform apps that feel like consumer software and hold up under enterprise constraints.

Release confidence

Every release validated with AURA. Intent-driven testing across API, UI, and data layers. Not brittle scripts, not manual checklists.

Proof

We took Gritwell from zero to a production MVP in four months across web, mobile, and PWA. The platform went on to raise 3 million dollars after launch. For legacy codebases, Rekindle is the productized version of this work: test coverage in a day, structured modernization, and an AI-ready codebase in weeks.

Questions

Common questions about engineering.

Product engineering is building and shipping production software, not just writing code to a spec. The same team designs the architecture, builds full-stack across web and mobile, wires up testing and deploy pipelines, and owns the release. AI is part of it from the first commit: code generation, automated testing, and intelligent backend orchestration.
Yes, this is one of our most requested engagements. We take a prototype from Cursor, Lovable, Replit, v0, or Bolt and harden it: test coverage, error handling, security, performance under real load, deploy pipelines, and telemetry. Sometimes as a fixed-scope sprint, sometimes as an embedded team alongside the founding team.
Full-stack across React, React Native, Flutter, Node, Python, and cloud-native infrastructure. We choose the stack for the product and the team that will maintain it, not for novelty. Telemetry and anomaly detection are wired in from day one.
Project builds typically run 8 to 20 weeks end to end, with the first week spent scoping so the timeline is set before the build begins. Embedded teams are longer partnerships. Every release is validated with AURA, our release confidence platform.

Have a prototype that needs to ship?

Tell us what you are building. We will show you the path to production.

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Part of our services. See also product design, AI product development, and advisory.