Agents, systems, and products that run in production.
Bitstash is a Hong Kong studio that ships AI agents, workflow automation, APIs, mobile apps, and self-hosted platforms — built around real operational pain, with clean handoffs.
What we build
- AI agents & workflow automation
- Custom agents that search portals, answer from approved docs, fill forms, and orchestrate multi-step ops — with human-in-the-loop guardrails.
- APIs & domain systems
- Backend services and data pipelines for operational domains — ingest, normalize, expose, and schedule work that used to live in spreadsheets.
- Mobile & product delivery
- Native and web products when the job needs a real app surface — not just a chatbot wrapped in marketing.
- Self-hosted platforms
- Coolify/Docker stacks, secrets sync, observability, and tenant wiring so agents and apps actually stay up.
Selected work
Things Bitstash actually shipped over the past year — not placeholder case studies.
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Forte — AI agent automation
Portal, knowledge, and form agents for repetitive knowledge work
Deployed OpenClaw agents over existing systems: BRAVO plan retrieval, compliance wiki/RAG with citations, and XFA form preparation with human review before submit.
- less manual work
- 70%
- faster processing
- 5×
- copy-paste errors
- 0
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mattclaw — self-hosted platform
Declarative Coolify + Infisical stack for apps and agents
Source-of-truth platform wiring: shared Postgres, secrets sync into Coolify, plus analytics, error tracking, feature flags, and uptime on a Hetzner VPS.
- hosting
- self-hosted
- secrets
- synced
- observability
- built-in
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HK Bus — unified ETA API + iOS
Normalized real-time bus ETAs with a SwiftUI client
Node API over hk-bus-eta for routes, stops, journey time, and ETAs across operators, plus a native iOS starter and Match certificates for TestFlight-ready builds.
- surface
- API + iOS
- operators
- multi
- deploy
- self-hosted
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HK stigma intel
凶宅 intelligence for insurance underwriting
ASGI API plus NiceGUI admin and scheduled jobs to ingest, valuate, and assess stigmatized property signals for underwriting workflows.
- domain
- HK insurance
- surface
- API + admin
- jobs
- scheduled
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HK hiring / jobs platform
Ongoing product delivery for a Hong Kong hiring product
Full-stack delivery across backend, CMS, and candidate-facing web — iterating on real hiring workflows with an in-house client team.
- role
- delivery
- scope
- full-stack
- status
- ongoing
No projects in this category yet.
Where we focus
Less agency theatre. More systems that survive contact with production.
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Operations automation
Portal work, document pipelines, compliance lookup, and form prep — agents that sit on top of tools teams already use.
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Hong Kong domain systems
Local data, bilingual surfaces, and regulated-adjacent workflows — bus ETAs, property stigma intel, hiring products.
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Self-hosted delivery
Own the runtime when cloud SaaS is the wrong trust boundary: Coolify, secrets, observability, and durable deploys.
Frequently asked questions
We design and ship AI agents, workflow automation, APIs, mobile apps, and self-hosted platforms — usually for ops-heavy teams that need production systems, not prototypes.
Email hello@bitstash.tech with the problem, constraints, and timeline. We scope from there — or skim the deck first if you want the agent-automation pitch.
Yes. Most of the recent work integrates with portals, docs, messaging, and in-house stacks — incremental value, human review, clean handoffs.
Let’s build something real
No multi-step wizard. Say what you’re trying to automate or ship — we’ll reply.
email hello@bitstash.tech
deck deck.bitstash.tech — agent & automation pitch