The AI Control Layer forArchitecture Visibility & Control
Up to 15× lower AI cost
Your team already runs Claude Code. GitMir makes it assemble whole products itself — for up to 15× less spend on tokens and developer time.
First product live — GitMir IDE for Claude Code. Free with one product and one agent.
28-D
Product context model
15x
Lower token spend
10x
Less engineer time
100%
Visible & under control
The Economics
Same Claude Code.Up to 15× less cost.
Ad-hoc prompting re-sends your whole codebase, loops on repairs, and burns engineer hours. On GitMir, agents build inside a model — so the same feature costs a fraction.
Claude Code alone
~157K
tokens to ship one feature on a 60k-LOC app
Re-sends files every prompt
Repair loops on hallucinations
Engineers babysit each step
15×
fewer tokens
Claude Code on GitMir
~10.5K
same feature, scoped context, reused components
Builds inside a 28-D model
Validated before it ships
Assembles the product itself
15×lower token spend
10×less engineer time
0prompt-by-prompt babysitting
The Flow
How GitMir Works
From a goal and a large context to controlled, finished work — with agents you can actually trust
Step 1
Bring your context
Point GitMir at a codebase, a product, documents — or just a goal. It ingests the large context that AI agents normally can't hold.
Step 2
GitMir builds the model & plan
Your context becomes a 28-dimensional product model — entities, logic, data flows, dependencies — then a plan of tasks with clear expected artifacts.
Step 3
Agents assemble it themselves
Claude Code and Codex run the tasks against the model and ship the product — validated, traceable, with you in control instead of in the loop.
Explore the Platform
GitMir IDE · MCP Control Layer
Claude Code gives you speed.GitMir gives you control.
Claude Code is fast. GitMir makes it accountable — product context, visible architecture and control over every change.
Run Claude Code with full product context
Your workspace, product model, repo and local Claude Code — one controlled system instead of blind prompts.
Product context for every AI task
Prompt wrapping and task planning
MCP execution on the developer's machine
Visual business logic and data flow maps
Logs, file changes, approvals and deployment flow
Start free with one product and one Claude Code agent.
Claude Code connected
MCP
Copy terminal command
Copy start prompt
Build subscription flow
Running
Context: Product model · Billing logic · User roles
User
Subscription
Payment
Invoice
Access
3 files changed · Business logic updated · Ready for review
Use Cases
Built Inside GitMir
You pass the context once. GitMir builds the model and our IDE + Claude Code do the rest — these full products were generated in one click, from CRMs and ERPs to SaaS tools, automations and mobile backends.
Context in → product out. No manual wiring, no prompt-by-prompt babysitting.
Built in 1 click
Call Center Product Ecosystem
A modular operational ecosystem for call centers — lead handling, operator workflows, task routing, reporting, and internal process coordination.
Built in 1 click
Tourism Marketplace
A two-sided marketplace for tourism offers — listings, bookings, customer-provider interaction.
Built in 1 click
Auto Parts E-Commerce & Turbine Repair
A combined commerce and service solution where users can order car parts and book maintenance/turbine repair across 12 cities.
More Cases
Proof
We built 100+ real products with it
Not a demo. We used our own technology to build and ship 100+ live business products — each generated from context and auto-deployed to production by itself. The same engine now runs in your hands as the GitMir IDE for Claude Code.
Want the same? Build and auto-deploy your product in the GitMir IDEArchitecture firms
Architecture Workflow OS
A unified workflow for specifications, RFP responses, code research, and submittals. AI extracts data from incoming documents, generates…
Auto detailing
AI Booker for Detailers
AI Booker that responds to incoming messages (Instagram DM, SMS, calls) 24/7, selects packages (interior/exterior/ceramic), collects depo…
Auto repair shops
AI Service Advisor
Stop losing $4,000/month on missed calls and no-shows
Barber schools
ShearEnroll
Your DMs are your enrollment funnel. We respond to them at 11 PM, so you can teach during the day.
Beauty schools
GlowEnroll
Your $8,000 lead just contacted a competitor. We respond first — by name, in 30 seconds, 24/7.
Body shops / collision centers
Claim Workflow OS
estimate → supplement → parts → status
Boutique hotels / B&Bs
AI Concierge
The 24/7 AI concierge responds to guests **in their language** across all channels (chat/SMS/WhatsApp/email), collects booking details (d…
Need a tailored version for your business? Our team builds and deploys for you within 24 hours.
Explore Solutions
Order at mir.digital
Testimonials
What Companies Say About GitMir
From startups to enterprises — teams use GitMir to build faster,
collaborate better, and scale without limits
collaborate better, and scale without limits
Callway
GitMir made it possible to connect backend microservices and build visual business logic without endless coding. Collaboration between teams became 2x more efficient.
Vadym Melnychuk
CEO, Director of sales
GLASSO
GitMir helped us create an interactive platform with data flows, APIs, and custom logic — without building everything from scratch. It feels like LEGO for software.
Maksym Bugaenko
Chief Executive Officer
Center turbin
Before GitMir, each new feature required weeks of coordination across frontend, backend, and DevOps. Now we build cross-functional flows visually, and deploy in hours instead of weeks.
Trokhym
Founder, CEO
Consiliot
GitMir is the only tool where I can see exactly what AI generated — every data flow, every API connection, every business rule. I validate in minutes what used to take days of code review.
Jimmy Actly
CIO
FAQ
GitMir. Explained Simply.
Ship more with the team
and the budget you already have.
Plug GitMir into your Claude Code pipeline and watch it assemble whole products itself — at a fraction of the token and engineer cost.
First product live — the GitMir IDE for Claude Code. Free with one product and one agent.