Services

AI integration, SaaS craft, and automation built for flow.

Hugin Labs operates like an embedded product team. We architect cognitive systems, prototype fast, ship with precision, and stay close to impact.

AI Integration

Systems-level thinking for RAG pipelines, autonomous agents, and adaptive copilots that respect your governance layers.

Retrieval-Augmented Generation tuned to your knowledge graph
Agent orchestration with guardrails, reporting, and audit trails
Model selection, distillation, and performance monitoring

SaaS Development

We build cinematic B2B SaaS surfaces with enterprise-grade reliability and indie-hacker shipping velocity.

Next.js App Router, edge functions, and streaming UX
Multi-tenant architectures on Supabase/Postgres + Workers
Design systems, component libraries, and brand motion

Automation & Ops

Automate the boring, accelerate the signal. We wire mission-critical workflows into resilient pipelines.

API choreography, queue design, and policy engines
Observability baked into every job and agent action
Governed access, secrets hygiene, and compliance hooks

Process

Vibe Coding

Vibe Coding blends intuition with instrumentation. We run fast discovery loops, ship artifacts weekly, and keep architecture reviews close to the code. Expect prototypes in week one and production-ready surfaces in weeks, not quarters.

01 · Systems mapping & KPI alignment
02 · Rapid prototyping + motion-first design
03 · Hardening, automation, and observability
04 · Knowledge transfer, playbooks, and iteration

Capabilities

Custom RAG Tooling

Edge & Serverless Infra

Security by Design

Indie agility × enterprise discipline