Ardilis
Discipline 03 - MLOps & DevOps

If it only works on one laptop, it is not ready for customers.

A product can look finished while releases still depend on manual steps, missing environment variables, and production errors nobody sees in time. Ardilis builds the deployment, monitoring, testing, and container setup that makes shipping predictable.

What you get

Concrete outcomes you can keep using after launch.

commit

A CI/CD pipeline with clear gates

Every push can run checks, build the app, and prepare a release without a private checklist.

deployed_code

A Docker setup that matches production

Local and deployed environments stop drifting because the app runs from a repeatable container setup.

monitoring

Monitoring that shows what broke

Sentry captures errors, releases, and context so production issues can be fixed from evidence.

rule

Automated tests for release confidence

Core checks run before deployment so fragile flows are caught before customers find them.

cloud_upload

A Railway or Vercel deployment path

The product has staging and production environments with documented variables and release steps.

When this is right for you

You're a good fit if...

report

Every release feels risky

Small changes cause regressions, and the team delays shipping because nobody trusts the deployment.

timer

Deployment takes too long

You are still relying on manual steps that make each release slow, inconsistent, and hard to repeat.

bug_report

Production errors are unclear

Customers report issues before your team sees them, and logs do not tell you where the failure started.

How we work together

Four steps, clear outputs.

You get a staging link at every milestone. No surprises.

01
Week 1

Discovery

We turn the problem, users, constraints, risks, and success criteria into a clear working scope.

You receive: A written scope, milestone plan, first technical assumptions, and the decisions that need your input.
02
Week 1-2

Architecture & Design

The core screens, data model, system boundaries, and integration points are mapped before build work hardens them.

You receive: A build plan, interface direction, architecture notes, and a clear list of what will be shipped first.
03
Weeks 2-6

Build

The product is implemented in focused milestones, with each release reviewed against the agreed scope.

You receive: Working software on staging, milestone notes, test coverage where it protects core flows, and visible progress.
04
Final week

Handover

The work is cleaned up, documented, deployed, and prepared so you can own it without guesswork.

You receive: Production deployment, repository access, environment notes, handover documentation, and support options.
Tools

The stack is chosen for the work, not for decoration.

  • Docker
  • GitHub Actions
  • Vercel
  • Railway
  • Sentry
  • Python
  • Next.js
Start here

Not sure if this is what you need?

Book a 30-minute discovery call. We will clarify the problem, the minimum useful scope, and the next technical decision.