Since 2015.

An engineering practice that ships and runs.

An engineering-first partner for ambitious teams. We build agentic AI systems, modernize legacy monoliths, and operate them at 3 a.m. — so your team doesn’t have to. Since 2015, we’ve helped fintech, crypto and B2B teams move from PoC to production, and stay there.

Founded
2015
Engineers
~50
Projects
100+

What we do

Two halves of the same craft — building hard systems and operating them once they're live.

Engineering & build

  • Agentic AI systems
  • Legacy modernization & reverse engineering
  • Concept-to-MVP squads (3·3·3 model)
  • High-throughput ledger & financial APIs
  • Production-grade AI integrations

Operate · DevSecOps

  • Platform Ops · Watch · Guard · Run tiers
  • 24/7 on-call with GMT+7 overlap
  • Incident response & RCAs
  • CI/CD pipeline maintenance
  • Cloud cost & FinOps

Data & AI ops

  • Data pipeline operations
  • AI model monitoring & observability
  • AIOps triage and auto-remediation
  • Anomaly & data-quality alerting

Security & compliance

  • SOC 2 Type I / II readiness
  • ISO 27001 path
  • RBAC & credential vaulting
  • SAST / DAST in CI/CD
  • Continuous patch & vulnerability management

Where we work

Domains we know cold. We turn down work outside them rather than learn on a client's dollar.

Fintech

Regional banks · Payments & ledgers · Trading desks · Exchanges

Crypto & Web3

Wallets & custody · On-chain analytics · Bridges & infra

B2B SaaS

Founding-team build squads · Seed → Series-A platform teams

AI-native startups

Inference cost optimization · Agentic workflows in production


How we operate

Three working principles we won't trade away, even when a deal would be easier without them.

We build what we run.

Most shops hand the codebase off after launch. We don't. The engineers who shipped the system stay on it — at 3 a.m., when the alerts fire, when the migration breaks. Watch · Guard · Run is how we keep that accountable.

Small squads. Long horizons.

We take a few partners a year, slowly. A 3·3·3 squad — three engineers, three months, three milestones — gets a team to MVP without staffing churn. After that we tend to stay for years, not quarters.

Our own tools, first.

We run an internal stack of fifteen-plus Claude skills and AI agents on our own operations before any of it reaches a client. If it can't survive our incident response, it doesn't ship to yours.


By the numbers

A few honest data points, not growth-deck headlines.

120+
Projects and clients shipped and run since 2015
2015
Year Dwarves shipped its first production system
~50
Engineers across product, platform and on-call operations
15+
Internal Claude skills & AI agents running our own ops

Talk to us

A few sentences about your team and what you’re building is usually enough. We reply within three working days.

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