Task Definition
PlanEngineers break the work into small tasks, each with clear limits, an expected result, and a way to check it.
Codex can work on several coding tasks in the background at once. A senior engineer reviews everything it produces before any of it reaches your product.
Free first call. A senior engineer reviews your project and replies within one business day.
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In short
Codex can work on several coding tasks in the background at once. A senior engineer reviews everything it produces before any of it reaches your product.
The AI tool speeds up the build. Senior engineers make the architecture, testing, and release decisions.
“Codex can draft a lot at once. The value is a senior engineer reviewing all of it before it reaches your product.”
Codex is strongest when the work splits into lots of separate pieces that can be checked one by one.
We choose tools per project: AI speed where it helps, senior review where the risk is. If another tool suits your project better, we'll tell you.
Codex gives us a head start. A senior engineer still decides how it's built, reviews it, and signs off the release.
The plan
Engineers break the work into small tasks, each with clear limits, an expected result, and a way to check it.
Codex works through the tasks in the background and runs the tests before handing back a draft.
A senior engineer reviews every diff, fixes the structure where needed, and covers the edge cases.
We merge the reviewed code, release it with monitoring, and write down the decisions.
Typical deliverables
Clear a backlog faster without hiring for it.
Move off outdated code without rewriting everything at once.
Hand off repetitive work and keep engineers on the hard problems.
These are typical scopes, not results from a specific client. We'll scope yours on a free call before you commit.
Move a codebase onto a supported framework version without pausing the roadmap.
Clear a backlog of small fixes that has been sitting for months.
Add tests to the parts of the code that have none, before changing them.
Writing code faster only helps if your product still works when real users arrive.
You get speed and reliability.
Senior engineers lead the work, the scope is agreed in writing, every change is reviewed, and you own everything at the end.
You get Codex speed, with a senior engineer accountable for the result.
Straight answers on pricing, ownership, and how we work. If yours isn't here, ask us.
Research basis
The links below are the tool makers' own pages. Everything else here is our view, not a promise from them, and not a claim about what your project will do.
Primary source: OpenAI Codex
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Each AI tool suits different work. Compare them, or ask us which one fits your project.
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Send us what you have, or where you're stuck. We'll reply within one business day, and on a free call we'll map the scope, timeline, and risks before any code is written.