Now booking — Q3 2026 engagements

We build the AI features your roadmap keeps promising.

Carolina Code Runners is a software consultancy for teams serious about AI. We implement the features, level up your people, and embed engineers who ship — no slideware, no science projects.

SeniorEVERY ENGINEER, NO JUNIORS
~2 wksTO FIRST SHIPPED FEATURE
You own itCODE, DOCS & KNOWLEDGE
What we do

Three ways to put
AI to work.

Pick one or combine them. Every engagement is scoped to ship something real, fast — and to leave your team stronger than we found it.

01

Implement AI features

We embed AI where it moves your metrics — search, copilots, agents, automation — built to production standards and owned by you, not rented from us.

  • Scoping & feasibility spike
  • Production-grade implementation
  • Evals, guardrails & observability
  • Clean handoff + documentation
Build
02

Level up your team

Hands-on instruction that turns your engineers and operators into confident, effective AI users — tailored to your actual stack and workflows.

  • Role-based workshops
  • Live build & pairing sessions
  • Prompt & tooling playbooks
  • Ongoing office hours
Enable
03

Embedded AI engineers

Senior AI engineers who drop into your team and ship alongside you — full velocity, zero ramp tax, and the knowledge stays behind when we leave.

  • Dedicated senior engineer(s)
  • Sprint-by-sprint delivery
  • Architecture & code review
  • Flexible monthly terms
Embed
Selected work

Things we've
actually shipped.

A few systems we've built. Real engagements, anonymized — happy to walk through any of them in a consult.

app.carolinacoderunners.dev / copilot
Drop your hero screenshot or clip

Internal knowledge copilot

A retrieval assistant over 40k internal docs — cited answers, eval-gated quality, and access controls that respect every permission boundary.

RAG · LLM
lead-reply

Lead response system

AI drafts an on-brand reply the moment a lead comes in — your team reviews, sends, and moves on in seconds. The full conversation lives in one thread, so nothing falls through the cracks.

LLM · Workflow
ai-estimate

AI estimate drafting

Combines the homeowner's intake with the tradesman's on-site diagnosis to draft a priced, trade-specific estimate — pulling line items from the shop's own service and parts catalogs, with tax and terms ready to send.

LLM · Trade tools
How we work

From idea to
in production.

A tight loop designed to de-risk AI work. You see value before you commit to the full build.

01 / DISCOVER

Discover

We map where AI creates real leverage — and where it doesn't. Honest scoping, no hype.

02 / PROTOTYPE

Prototype

A working spike in days, so you can feel the value before committing to the build.

03 / SHIP

Ship

Production build with evals, guardrails, and observability baked in from day one.

04 / TRANSFER

Transfer

Docs, training, and a clean handoff so your team fully owns what we build.

Drop founder photo
Who you'll work with

Engineers who've shipped AI in production — not just demos.

Carolina Code Runners was founded on a simple frustration: most AI projects stall in the gap between an impressive demo and a reliable product. We live in that gap.

You work directly with senior engineers — no account managers, no hand-offs to a junior bench. We bring opinionated tooling, hard-won evals, and a bias toward shipping something real, early.

— the Carolina Code Runners team

Get in touch

Let's scope your
first AI win.

Tell us what you're working on. We'll reply within two business days with honest, specific next steps — free, no pitch deck.

RESPONSEWithin 2 business days
LOCATIONRemote · worldwide
LINKEDIN/company/carolina-code-runners ↗

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