About Fractal Coders

We are Fractal Coders.

A collective of senior engineers who treat reliability, observability, and craft as non-negotiable. We don't ship code \u2014 we ship systems that keep running.

Our philosophy

A manifesto, not a mission statement

We started Fractal Coders because we kept watching talented teams ship software that worked on the demo call and failed in the dark. The code was fine. The observability was missing. The architecture was never written down. The deployment was a person, not a pipeline.

We believe engineering excellence is a practice, not a title. It shows up in the ADR you wrote before the PR, the SLO you set before the launch, the eval you wrote before the prompt. It compounds. Small disciplines, repeated, become systems that don't break.

Our engineers come from different backgrounds \u2014 cloud, ML, web, mobile, QA \u2014 and we treat that diversity as the point. The hardest problems live at the seams between disciplines. We staff for the seams.

Milestones

The journey so far

2019

Three engineers, one Slack channel

Soren, Nadia, and Theo quit their staff roles on the same week and took the first platform contract over a shared spreadsheet.

2020

First five-nines engagement

Northwind Capital goes live on the Kubernetes platform we built. On-call rotations become uneventful.

2022

The ML practice

Nadia formalizes the evals-first methodology. Atlas Outfitters search launches and lifts conversion 28%.

2025 - Present

50+ projects, 100% retention

We hit the milestone we cared about most: every client we ever shipped for engaged us again.

Domains

Polyglot by design

Five practices, one team. We don't silo expertise \u2014 we cross-pollinate it.

Full-Stack Web

Type-safe, edge-rendered web apps with design systems that scale across teams.

Next.jsTypeScripttRPCTailwindStorybook

Machine Learning

Models in production with evals, MLOps, and guardrails — not notebooks.

PyTorchLangChainpgvectorMLflowAirflow

Cloud / DevOps

Multi-region platforms with GitOps, SLOs, and progressive delivery.

KubernetesTerraformArgoCDPrometheusIstio

Mobile

Offline-first iOS and Android with native modules where it matters.

React NativeSwiftKotlinExpo

QA / SDET

Visual regression, contract tests, and E2E that catches what humans miss.

PlaywrightCypressPactStorybook
How we work

A culture built for shipping

Trunk-based delivery

Small, reversible changes shipped daily. No quarterly release trains.

Remote-first

Distributed across nine timezones. Async by default, deep work protected.

Pair programming

Hard problems get two keyboards. Knowledge spreads instead of clustering.

Blameless post-mortems

We fix systems, not people. Every incident makes the next one less likely.

Tech radar

What we adopt, trial, and assess

We commit to technologies deliberately. Here is where we stand.

Adopt

KubernetesTerraformNext.jsTypeScriptPostgreSQLArgoCDPrometheuspgvectorPlaywright

Trial

RayLangGraphBunTemporalRust

Assess

WebAssemblyDenoCedarDuckDB
Leadership

The founding partners

Soren Vance

Soren Vance

Founding Partner, Platform

Built and operated multi-region Kubernetes platforms for fintech and healthcare. Believes SLOs are the only honest SLA.

KubernetesTerraformObservabilitySRE
Nadia Kessler

Nadia Kessler

Founding Partner, ML

Shipped RAG and ranking systems for retail and media. Writes evals before prompts. Has never met a notebook she wanted in production.

RAGMLOpsPyTorchEvals
Theo Marchetti

Theo Marchetti

Founding Partner, Product

Architected patient portals and trading UIs. Type-safe end to end. Will refactor a monolith before he lets one form.

Next.jsTypeScriptDesign SystemstRPC

Want to work with engineers who care?

We staff senior teams across cloud, product, ML, and modernization.