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Geeks in Sneaks

Agentic Engineering: How We Build

AI coding agents do the heavy lifting — writing code, tests, and docs — while experienced developers spec the work, direct the agents, and review every line. The result: software delivered faster, documented by default, and owned by you. Free 45-minute assessment.

Get Your Free AssessmentHow It Works

The agent is the tool. The method is the value.

Anyone can ask an AI to write code. Turning that into software a business can actually rely on takes discipline: a clear spec, small reviewable steps, tests, and a person accountable for every change. That discipline is agentic engineering — and it's why we can deliver more, sooner, without cutting the corners that come back to bite you.

How We Work

Four steps that keep an AI-assisted build fast and trustworthy at the same time.

1

Spec it before we build it

We write down what we are building and why — the problem, the workflow, what a good outcome looks like — before any code is generated. A clear spec is what keeps an agent (and a project) from wandering.

2

Plan the work into pieces

We break the spec into small, testable steps with clear boundaries. Agents do their best work on well-defined pieces, and you can see and steer progress instead of waiting for one giant reveal.

3

Agents build under direction

The coding agent writes the implementation, the tests, and the documentation for each piece, fast — while a developer directs it, makes the judgment calls, and keeps it on the spec.

4

Humans review and verify

Every change is read, tested, and accepted by a person before it ships. We are accountable for the result. The agent accelerates the work; it does not get the final say.

Two Different Things People Call “Agentic”

Agentic engineering is how we build software — agents doing the work under our direction. That is what this page is about, and it applies to every project we take on.

Agentic systems are something we can build for you: software that uses AI agents to do work in your business — reading documents, making decisions, taking the next step. If that is what you are after, our custom AI development and AI automation services are the place to start.

They often go together: we use agentic engineering to build agentic systems. But they are not the same thing, and it is worth being clear about which one you need.

The Tools We Direct

Built with Claude Code

Anthropic's agentic coding tool — one of the two agents we build with.

Built with OpenAI Codex

OpenAI's coding agent — and why we keep more than one in the toolbox.

Related

Custom Software Overview

What we build, how we scope it, and what it costs.

Custom AI Development

When the hard part of the build is the AI itself.

Free Assessment

45-min call, honest scoping, and the top opportunities for your business.

Frequently Asked Questions

It is a way of building software where AI coding agents do much of the hands-on work — writing code, tests, and documentation — under the direction and review of an experienced developer. Instead of typing every line by hand, we spec the work, plan it into pieces, have the agent build each piece, and verify everything before it ships. The discipline around the agent is the whole point; the agent alone is not a methodology.
The opposite, actually. Unsupervised AI code is exactly the failure mode good agentic engineering is built to prevent. We put structure around the agent — a written spec, small reviewable steps, tests, and human sign-off on every change — precisely so you get reliable software rather than a pile of plausible-looking code. A person is accountable for the result at every step.
Three ways. It is faster, because the agent absorbs the repetitive work, so the first working version arrives sooner. It is cheaper for the same scope, because fewer hours go to boilerplate. And what you are left with is documented and tested by default, so the software is maintainable rather than fragile. We pass the efficiency on instead of billing the old way for new speed.
Speed and quality come from the same place here: the agent writes tests and documentation as it goes, which most hand-built small-business projects skimp on when the budget gets tight. The risk with any AI-assisted build is unreviewed output — which is why human review and verification are non-negotiable parts of how we work, not optional extras.
Yes — those are two different things and we do both. Agentic engineering is how we build software. Separately, we can build AI agents into your software — systems that read, decide, and act on your behalf. If you want software that uses agents to do work for your business, see our custom AI development and AI automation services; this page is about how we deliver.
When the real problem is not a software problem at all — a process that needs fixing, or a need an off-the-shelf tool already meets. The method makes building faster; it does not make the wrong project worth doing. Part of our discovery is telling you honestly when you do not need a custom build, agent-assisted or otherwise.

Want Software Built Faster — Without Cutting Corners?

Free 45-minute assessment. We'll scope your project honestly and tell you whether a custom build is even the right call. No sales pitch.

Get Your Free Assessment(727) 230-8000