What we do
Senior engineering partnerships: clear scope, measurable milestones, and production discipline—from core systems to AI and mobile. Use the search and tags below to jump to the capabilities that match your stack.
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End-to-end product engineering—from APIs and data to polished UIs—with clear milestones and ownership.
We design and ship cohesive systems: REST/GraphQL APIs, background jobs, authentication, and responsive frontends tuned for performance and maintainability. Engagements are scoped for traceable outcomes: thin vertical slices first, then hardening and scale.
Reliable services, integrations, and cloud-native architecture your team can operate and extend.
Microservices or modular monoliths, event-driven flows, observability, and CI/CD so your platform scales with confidence. We emphasize contracts, idempotency, and runbooks so incidents are rare and recoverable.
Postgres, analytics stores, migrations, and query performance—with correctness and operability under load.
Schema design, indexing strategy, replication, ETL patterns, and operational playbooks for correctness under load. We align models to access patterns early so you are not fighting the database at scale.
Modern frameworks, design systems, and accessible interfaces that stay fast on real networks.
Component libraries, SSR/SSG where it matters, and performance budgets so pages feel instant on real networks. We pair engineering rigor with sensible UX defaults: focus management, semantics, and resilient loading states.
Pipelines, warehouses, and dashboards that teams actually use—grounded in definitions and data quality.
From event instrumentation to BI layers: modeling, quality checks, and self-serve analytics without spreadsheet chaos. We make lineage and metric definitions explicit so numbers stay trustworthy.
Production-grade AI features: safe defaults, observable calls, and guardrails matched to your risk profile.
Prompt design, retrieval, evaluation harnesses, cost controls, and guardrails aligned with your risk profile. We instrument latency, token usage, and failure modes so you can iterate without flying blind.
Routing, orchestration, and monitoring that connect models to your stack with clear operational boundaries.
We connect models to your stack with tracing, fallbacks, and human-in-the-loop workflows. Multi-model routing, caching, and policy layers keep behavior predictable as vendors and models evolve.
Multi-step agents with tools, memory, and explicit boundaries—built for auditability and control.
Tool-use patterns, planning loops, sandboxing, and audit trails so autonomous workflows stay predictable. We design stop conditions and escalation paths before expanding autonomy.
Sequence legacy uplift, developer experience, and platform guardrails so each release reduces risk instead of adding it.
Strangler migrations, API stabilization, testing strategy, and paved-road tooling for faster, safer releases. We map dependencies and blast radius early, run parallel cutovers where needed, and leave your team with standards—not one-off heroics.
Capability briefing
We design vendor-neutral AI layers that map cleanly to your constraints—not a single-provider bet. That includes OpenAI and Anthropic (Claude) for generative workloads, Cohere where embeddings and reranking sharpen retrieval, and AWS Bedrock when you need managed model access inside your AWS footprint. For RAG, we treat ingestion, chunking, vector stores, and evaluation as first-class engineering: measurable relevance, guardrails, cost and latency budgets, observability, and fallbacks so production behavior stays explainable and safe.
For mobile, we ship shared codebases without sacrificing store quality: React Native for teams that want a single JavaScript/TypeScript surface across iOS and Android, and Ionic with Capacitor when web skills and hybrid delivery are the right tradeoff. We plan native bridges only where they earn their keep, align release trains with CI/CD and signing, and keep App Store and Play requirements (privacy, performance, review) in scope from day one.
We’ll help you sequence the work and de-risk the first milestone.
