Frequently Asked Questions

How do you use AI tools during development?

We use tools such as Claude, OpenAI Codex, ChatGPT, Cursor, and GitHub Copilot to speed up research, scaffolding, refactoring, documentation, tests, and code review. Senior engineers still own architecture, security, quality, and final implementation decisions.

Can you build AI features into our product?

Yes. We can help with AI-assisted workflows, internal copilots, document search, RAG pipelines, automation, prompt design, evaluation loops, and integrations with existing business systems.

Do you work on existing codebases?

Yes. We can audit the current application, stabilize releases, improve test coverage, modernize architecture, migrate legacy modules, or add new AI-enabled features without forcing a complete rebuild.

What engagement models do you support?

We support fixed-scope projects, dedicated developers, part-time engineering support, hourly consulting, and ongoing product maintenance depending on the maturity and urgency of the work.

How do you protect code quality when using AI?

AI-generated or AI-assisted code goes through human review, project conventions, testing, dependency checks, and production readiness reviews before it is shipped.

Can you help from idea to launch?

Yes. We can support discovery, UX, architecture, development, QA, deployment, monitoring, and post-launch improvements so the product has continuity across the full lifecycle.