Production engineering
Software that holds up in production.
MoiToi.TECH helps founders and engineering teams build, stabilise and scale business-critical software. Andres Kepler works hands-on across application code, databases, cloud infrastructure and integrations — finding what will break, fixing it in an agreed scope, and measuring the result.
Find what breaks. Fix it. Measure the result.
Technology I build with
Also in production workNext.js (App Router) · React · Tailwind CSS · Stripe Connect · Vercel · Go · bash · Linux · Docker · ArgoCD · Jenkins · AWS · MySQL · Grafana · VictoriaMetrics · MQTT / EMQX · ESP32 · Victron Venus OS · NMEA
Marks identify technologies used; they do not imply partnership or endorsement. Postgres, PostgreSQL and the Slonik Logo are trademarks or registered trademarks of the PostgreSQL Community Association of Canada. HashiCorp, Terraform and the Terraform logo are trademarks or registered trademarks of HashiCorp, Inc. Kubernetes and Prometheus are registered trademarks of The Linux Foundation. “Python” and the Python logos are trademarks or registered trademarks of the Python Software Foundation. Ansible is a registered trademark of Red Hat, Inc.; the Ansible logo from github.com/ansible/logos is licensed CC BY-SA 4.0.
Recognise it?
Where teams usually start.
Build & launch
A prototype or inherited codebase that has to go live
It works in a demo, but security, payments, deployment and ownership are not ready for paying customers, or for a team to take over.
Run & scale
Production that is slow, fragile or hard to scale
Incidents repeat, latency climbs, or a migration, backup or capacity decision rests on guesswork — across Kubernetes, cloud, databases and observability.
Also: TiDB Performance Sprint · Scale Sprint
Integrate & automate
Work held together by hand
The same information is re-keyed between e-mail, spreadsheets, APIs and internal systems, and the process depends on someone remembering.
None of this is only an engineering cost. It is latency a customer notices, a launch that waits on work nobody has scoped, or hours spent every week on a process a system could carry. Not sure which fits? See every service.
Proof
Production experience you can check.
Employment
Database and site reliability engineering
Database Reliability Engineer at Bolt, 2022 – October 2026: distributed SQL reliability at scale, with Prometheus and Grafana observability. Before that, SRE and then SRE Team Lead at Entigo. Employment, not MoiToi clients, partners or endorsements.
Background
Production infrastructure since 1995
Linux, databases, distributed systems and observability — operated, not only designed.
MoiToi client work
Zoovet — a commerce platform modernised without stopping the business
Long-term stewardship of a B2B veterinary wholesaler’s Django/Oscar platform and the servers around it, migrated incrementally while it keeps taking orders. Client since 1998.
zoovet.dev →Own product · live pilot
MerVare — marina booking, payments and a sensor bridge
Designed, built and operated by Andres: a booking state machine, Stripe Connect payments to the harbour and a hardware bridge built to report berth occupancy. Owned, not client work.
Case study →
Code and open-source work: github.com/kepsic. No client logos, results or endorsements are shown without the client’s permission.
How it works
From the first call to a handover you can own.
Step 1
Describe the problem
A 30-minute call about what is slow, fragile or not yet launch-ready, and why it matters. It decides honestly whether there is work worth doing.
Step 2
Evidence before changes
Where the cause is not yet clear, a bounded, paid review or audit establishes it before anything is built or changed.
Step 3
An agreed sprint
Scope, baseline and acceptance checks are agreed before work starts. The work is hands-on, in your code, databases and infrastructure.
Step 4
Measured handover
The result is checked against what was agreed and handed over documented, so your team can own it without depending on MoiToi.
Defined engagements, each with its own scope: TiDB Performance Sprint · Production Readiness Audit · Scale Sprint · All services
Reading
Notes from production.
TiDB Engineering
Before a MySQL to TiDB cutover, let TiDB run your production queries firstTiDB Engineering
A TiDB backup nobody has restored is an assumption, not a recovery planStartup Builder
How do I make an AI-built prototype production-ready?Case study · own product
Mervare: from a phone call on VHF to an operating system for small harbours.
Contact
Have a production problem?
Or write directly
connect@moitoi.tech
Andres Kepler
Product engineer and infrastructure specialist
- ee.linkedin.com/in/andres-kepler
- GitHub
- github.com/kepsic
- Practice
- MoiToi OÜ · Loksa / Tallinn, Estonia
- Web
- moitoi.tech
