From Vibe Coded
to Scalable Architecture

NUMB3RS provides solution architecture, strategy consulting, and development services to take an idea, design, prototype, or vibe coded app to a robust, scalable product.

Exploratory Call

How we can help

Start with a free session, then go as deep as you need: guided sessions, a delivered solution, ongoing strategy, or full cloud product development.

Free · 10 people per session

Free AI Setup Session

A hands-on session for less technical people who want to put an AI coding agent to work on their business. In one sitting you go from nothing installed to a working agent solving a real priority.

What you will do

Install VSCode and the Claude Code extension
Set up a project workspace
Write a constitution file for one of your top business priorities
Solve that priority with a skill and an agent file

What you need

An AI subscription (the approach is model agnostic)
A GitLab or GitHub account

Sessions are held when a group fills and are not on a fixed schedule. Sign up to hold your place in line and we will email you when your session is set.

Learn alongside others

Customize agents for your own business in a small group.

Small Group Customization

$350

per person · 2 hours · max 3 people

Each person gets a dedicated block to discover a problem, agree on a solution, and build the agents and skills to solve it. Work beyond the two hours is billed at $180/hour in 15-minute increments.

Ongoing help

Troubleshoot an agentic setup you already have, or get more out of one.

30-Minute Solution Session

$90

per session

A focused session to troubleshoot your agentic setup or unblock a specific problem.

1-Hour Solution Session

$160

per session · slight discount

More room to dig in: work through a bigger issue or tune agents that are not delivering what you need.

Build and strategize

Dedicated time on your solution.

Custom Agentic Solution

$900

per solution · 5 hours

A complete agentic solution delivered in a git repository, with a README guide, example output, and the assets generated while building it. Additional time is available at session rates.

Solution Strategy Retainer

$2,700

per month · about 15 hours

A continuing thought partner for your solution, with weekly tips and tricks tailored to your project and to industry trends.

Cloud product development

For teams building cloud-based products.

Agentic Cloud Development

From $18,000

half month; $36,000 for a full month; features extra

Pre-built agentic setups for developing on AWS, Google Cloud, Oracle, or Cloudflare, with scripts to deploy and monitor your infrastructure and agents for every part of the stack, including an architecture agent that advises on trade-offs.

CI/CD pipeline in GitLab or GitHub
Linting, SAST, and DAST
SonarQube OWASP Top 10 analysis
CVE scanning for every script module

Also available

Hiring: Finding a technical team to scale with your product when supporting it agentically is not enough.
Custom software development: Custom development when a technical challenge needs it, or when agents are not resolving a problem.
Industry reports: A consulting and speaking hour to answer questions or comment on an industry topic or trend.
Solution strategy: An evaluation of a current implementation for new direction, improvements, or guidance on deprecation.

Interested in anything beyond the free session?

Book an exploratory call

From Vibe Codedto Scalable Architecture