Product building
We take a product or feature from design through implementation, release, and the rounds of improvement after. A good fit for teams building out their engineering org, or at a stage where hiring a tech lead is hard. Web and backend, design and data, handled as one piece of work rather than a stack of separate invoices.
API and backend · Database design · Realtime · Data pipelines · Automation scripts · Web apps · Mobile
AI engineering
Two sides of the same craft. We build AI into products, language models, retrieval over your own data, assistants, and agent workflows, in the places where they earn their keep, with the plumbing around them done properly: evaluation, guardrails, cost control, and fallbacks. We also help existing teams adopt AI in their own work, introducing coding assistants and AI-assisted workflows for developers, with sensible practices instead of hype. When AI is the wrong tool, we will say so.
AI / LLM integration · Retrieval / RAG · Assistants and agents · Evaluation and guardrails · Cost control · AI workflows and best practices for dev teams
Technical advisory and consulting
A standing technical sounding board: architecture reviews, hiring, and AI strategy, for the moments when you want one more perspective before committing time and budget. We also put decisions on the record, with architecture decision records (ADRs) and clear documentation, so the reasoning behind a choice is still there when it matters. Useful as a one-off second opinion or as a continuing relationship, including steady upkeep once software is live.
Architecture review · Decision records (ADR) · Documentation · AI strategy · Tech selection · Second opinions · Ongoing maintenance
Forward-deployed engineering
When you need hands inside the team rather than a vendor at arm's length, we embed directly, remote day to day with on-site visits when they matter, for a sprint or a season. We learn your codebase, sit in your standups, and ship the difficult parts alongside your engineers.
Sprint to season · Inside your codebase · Standups and reviews · Shipping the hard parts
Systems integration
The work of making separate systems work as one: internal tools, AI workflows, and data flowing where it needs to. It often comes up in the middle of building a product, and it is just as often a job worth doing on its own.
Internal tools · AI workflows · Data sync · API integration · Auth and payments · Webhooks · Third-party services · Data migration