Accepting new engagements

DevOps, machine learning and silicon, engineered by one team.

DVOPS Tank builds the systems your business runs on: cloud platforms and CI/CD, machine learning in production, enterprise software, autonomous agents and precision analogue circuits. Blueprint to deployment, without the hand-offs.

  • DevOps
  • Machine Learning
  • Software
  • Agents
  • Analogue
tank-core ~ deploy

        
Deploy time<60sBlue/green, zero downtime
Inference latencyms-levelOptimised serving stacks
Uptime design goal99.99%Self-healing, observable
Signal pathLow-noiseMixed-signal & RF

Free · 3 minutes · Runs in your browser

Tank Architect: free architecture assessment

Our senior architects' playbook, built into an expert engine. Answer a few questions and get a scored blueprint of your system: risks, target architecture and a 90-day roadmap.

What we build

DevOps, ML, software and analogue engineering services

Pick one, or let us own the whole stack from the circuit board to the cloud.

Cloud & IaC

DevOps & Cloud Infrastructure

Kubernetes platforms, multi-cloud Terraform, GitOps pipelines and blue/green releases your team can trust on a Friday.

  • Platform & cluster design
  • CI/CD and GitOps
  • Cost and performance tuning

Kubernetes · Terraform · Argo CD · GitHub Actions · GCP · AWS

Applied AI

Machine Learning & MLOps

Fine-tuned models, fast inference serving, dataset pipelines and evaluation harnesses that keep models honest in production.

  • Model fine-tuning & RAG
  • Inference optimisation
  • Evaluation & monitoring

PyTorch · vLLM · TensorRT · Vertex AI · MLflow

Full-stack

Enterprise Software

Business-critical web apps, event-driven microservices and low-latency APIs, built to be maintained, not just shipped.

  • Web & internal apps
  • APIs & integrations
  • Legacy modernisation

TypeScript · React · Node · Go · Python · Postgres

Agents

Autonomous Agent Systems

Multi-agent workflows that call your tools, check their own work and hand off to humans at the right moment.

  • Workflow automation
  • Tool & API integration
  • Guardrails & audit trails

LLM APIs · MCP · Function calling · Queues

SRE & Security

Site Reliability & Security

Observability, incident response, hardening and recovery drills, so outages become short, rare and well understood.

  • SLOs & alerting
  • Security reviews & hardening
  • Disaster recovery

Prometheus · Grafana · OpenTelemetry · IAM · WAF

Silicon

Analogue Circuit Design

Precision analogue and mixed-signal design: low-noise amplifiers, RF signal paths, filters and power stages.

  • Schematic & simulation
  • PCB layout review
  • Bench validation

SPICE · KiCad · Mixed-signal · RF

How we work

From first call to running in production

  1. 01

    Discover

    A focused call on goals, constraints and what already exists. You get a straight answer on fit.

  2. 02

    Blueprint

    Architecture, milestones and a fixed scope for the first phase, written down before any build starts.

  3. 03

    Build

    Short cycles with working demos. You see progress every week, not at the end.

  4. 04

    Operate

    Handover with docs and runbooks, or we stay on to run, monitor and improve it.

Interactive

Signal Lab

A small taste of our analogue side. Shape a waveform, add harmonic distortion and listen to it.

CH1 · AC 440 Hz 5.0 Vpp THD 10%
Move over the screen to probe
Waveform
Presets

Ways to work together

Engagement models

A ladder of fixed-scope steps, so every decision is a small one. Start with a free Tank Architect blueprint; every engagement is then scoped to your system.

Architecture Sprint

1 to 2 weeks

An expert review of your system or idea, ending in a written blueprint, risks and a phased plan.

  • Current-state audit
  • Target architecture
  • Prioritised roadmap
Book a sprint

Operate & Scale

Monthly retainer

Ongoing operations, monitoring and improvement for platforms, models and apps already in production.

  • Monitoring & on-call
  • Monthly improvements
  • Cost & security reviews
Discuss a retainer

Agent Ops

Monthly subscription

AI agents that automate your workflows, designed, run and improved by us, with guardrails built in.

  • Agents for one workflow, then more
  • Human approval at risky steps
  • Audit logs & monthly tuning
Automate a workflow

Questions

Frequently asked

Is the Tank Architect really free? Where does my data go?

Yes, it is free. The assessment runs entirely in your browser using our own expert engine, with no third-party AI. Nothing leaves your device unless you choose to send your blueprint to us.

How accurate is the blueprint?

It encodes the checks our senior engineers run in a first review, so it reliably finds the common, costly gaps. It is a starting point: an Architecture Sprint goes deeper into your actual code, cloud account and team.

What size of project do you take on?

Anything from a two-week architecture review to a multi-month platform build. If it is not a good fit, we will say so on the first call.

Can you work with our existing team and tools?

Yes. Most engagements plug into an existing team, cloud account and repository. We adapt to your stack rather than forcing ours.

Which clouds do you support?

Google Cloud and AWS most often, plus Azure and on-premise Kubernetes when required.

Do you only do software, or hardware too?

Both. Analogue and mixed-signal circuit design sits alongside our software work, which helps on projects where hardware and cloud meet.

How is pricing set?

Sprints are fixed price. Builds are priced per phase against a written scope. Retainers and Agent Ops are a flat monthly fee. You get a quote after the discovery call.

How quickly can you start?

Usually within one to two weeks of agreeing scope.

Start a project

Tell us what you are building.

Send a short brief and an engineer, not a salesperson, will reply with next steps.

An engineer replies within one business day.