Request a systems audit

Automation · AI Engineering · Electronic Design

We design the systems inside the systems.

Independent consulting for CI/CD pipelines, workflow automation, applied AI engineering, and electronic product design — for teams who'd rather ship than babysit any of it.

No subscriptions. No retainers you don't need. Scoped engagements only.

Capabilities

Four disciplines, one accountable team.

Most hardware and software teams need at least two of these before problems compound. We keep them under one roof so nothing gets lost in a handoff. Each one has its own process, standards, and deliverables — worth a proper look.

CI/CD Pipeline Engineering

Build, test, and release pipelines for firmware and software alike — from a single flaky job to a staged pipeline with real rollbacks.

CI/CD · Releases · Rollbacks Learn more →

Electronic & PCB Design

Schematic capture, PCB layout and routing, and design-for-manufacture review — from first prototype to production run.

Schematics · Layout · DFM Learn more →

Workflow & Infrastructure Automation

Scripting, internal tooling, and infrastructure as code that removes the manual steps between a commit and a running system — provisioning, environment config, and the runbooks nobody wants to maintain by hand.

IaC · Scripting · Ops Tooling Learn more →

AI Engineering & Integration

LLM-powered tooling, agentic workflows, and model integration into existing pipelines — with the evals, guardrails, and monitoring that keep it production-grade, not a demo.

LLMs · Agents · Evals Learn more →

Field notes

What it's like to work with us.

Get in touch

Tell us what you're building.

A short brief is enough to start — repo access, board files, or a walkthrough of the current mess can come later. We reply within two business days with next steps, or tell you plainly if we're not the right fit.

Response time
Within 2 business days
Engagement
Fixed-scope projects & time-boxed audits