The hard parts of
making software real.
A senior, compact team for the moments where product thinking and engineering judgment need to live in the same room.
Organized around the problem, not the tech stack.
AI & intelligent systems
We design retrieval systems, copilots, intelligent workflows, and AI products around the information and decisions your team already has.
LLMs · RAG · Evaluation · AgentsProduct design & engineering
We combine product thinking, UI/UX design, and full-stack engineering so the interface and the underlying system are designed as one product.
UI/UX · React · TypeScript · Node.jsBackend & systems
APIs, data models, and services designed around real domain boundaries, predictable operations, and the team that will own them after handoff.
Go · Node.js · PostgreSQL · RedisAutomation & workflows
We map the process, connect the systems involved, and build workflows that are observable, retryable, and easy to trust.
Python · APIs · Workflows · IntegrationsCloud, infrastructure & security
We design deployment infrastructure and security practices that keep systems reliable, protected, and understandable as they grow.
Docker · CI/CD · Cloud · SecurityModernization & architecture
Incremental architectural improvements that reduce risk while preserving the business rules and hard-won knowledge inside existing systems.
Architecture · Migration · RefactoringClarity before velocity. Momentum after.
Understand
The business and technical problem, before any tooling decisions.
Model
Users, data, constraints, and how the system needs to behave.
Design
The simplest architecture that actually solves the problem.
Build
Implement iteratively, in reviewable, shippable pieces.
Measure
Validate against real outcomes, not assumptions.
Improve
Keep improving the system after it ships.
Bring us the part that is still unclear.
Early enough that the shape can change. Real enough that the constraints matter. We are most useful when the problem needs both a product conversation and a technical decision.
We typically work with founders, product teams, and operators who value direct communication and want the people building the system involved in the decisions.
Building something
difficult?
Tell us what you're building, improving, or trying to figure out.