Business logic understanding
for AI and people.
Features, rules, customer paths and how they connect, built from your code and kept current with every commit.Your AI and people stop rebuilding it on every task.
Links to other areas
6 linksProject
4 linksOrganization
3 linksUsage
3 linksProject Settings
Its rules reach
Organization · Project · Usage · Project Settings
Delivery and rework measured across the projects GitMir has run; AI cost per correct answer on Benchmark 001. Inspect the evidence ↗
AI changes your code. See what it changed in your business.
A diff won’t tell you that a commit dropped refunds or stopped members from cancelling. GitMir shows every commit as a change to your business rules across the whole product, so you approve what the business will do, not lines of code.
What changed
“One-click cancel” is gone: the owner confirms before renewal stops; an exit survey and a confirmation message are added.
Changed inside the areas
+1 −1Billing & subscription
+1Notifications
+1Support & retention
links between areas+1
Accepted work done from your business logic, at a fixed price per project.
Agents paid per token rebuild your business logic on every run. The Remote Worker starts from the rules and records GitMir has already connected, commits the change, and a person checks it against the rule. One price per project.
Accepted
Working
Verify
Done
Add-ons stay active until the billing period ends.
Verified by a person
remote-worker · reading the project’s Intelligence
record ProjectAddon { type, variant, price }
action removeSubscriptionAddon — Removes an add-on, which stops billing for it and withdraws what it provided.
field Subscription.current_period_end
route DELETE /platform/projects/{ref}/billing/addons/{addon_variant}
commit …/data/subscriptions/project-addon-remove-mutation.ts
Changed
removeSubscriptionAddon
For the person to check
ProjectAddon stays until Subscription.current_period_end
Business logic stops living only in your senior engineers’ heads.
Ask what happens when an organization leaves a paid plan, and GitMir answers with the connected chain: the billing area, the customer path, the screen and the record it changes. New people and agents get it without pulling anyone into a meeting.
Fields · 8
plan
billing_cycle_anchor
current_period_start
current_period_end
usage_billing_enabled
payment_method_type
scheduled_plan_change
addons
Changed by
updateOrgSubscription
Changes the organization's plan — a downgrade takes effect at the period end, an upgrade immediately.
Requirements that contradict your business rules surface before the estimate.
Each requirement is held against the rules the product already follows. Letting a customer with an unpaid invoice cancel contradicts the product, and a discount before cancelling does not exist yet, so the spec is fixed while it is still words.
The document says
“Offer a discount before the customer confirms the cancellation.”
Nothing on the way out offers anything. Credit codes exist, but only for a customer to redeem.
The product says
cancel or downgrade the…“A reason is collected on the way out.”
redeemCode“Applies a promotional credit code to the organization's balance.”
Know what a change reaches in the business before you size it.
GitMir follows the connections in your business logic from the part a change lands on to everything that depends on it, including parts that share no word with the request. A search misses those, so the estimate starts from the real scope.
Area
Organization
Organization restriction banners
How the change gets there
1cancel or downgrade the subscription
2organization billing settings
3organization restriction banners
A search for the request’s words
Misses it: no word starts with “subscription” or “cancel”
Accept work by the business rules it delivers, not by tickets marked done.
Delivered work is held against the requirements rule by rule: what the product now does, what is still missing and what needs your decision. Restoring paused projects at any time, for example, is still not in the product.
Requirements
✓Name the projects that will be paused
✓Keep the paid plan until the period ends
×Let customers with an unpaid invoice cancel
+Offer a discount before cancelling
~Keep add-ons until the period ends
Weak spots in your business logic reach you before your customers find them.
GitMir reads its own connections and names what nobody asked about: a failed pause or restore that leaves the customer no way back, and one service most of the product depends on. Each finding comes with what to do.
What the model shows
Run SQL belongs to SQL Editor, yet 87 screens in 11 other areas call it — Database, Table Editor and Project Integrations most of all. 109 links from 14 areas land in SQL Editor, more than in any area except Project.
Recommendation
Consider giving Run SQL a shared home outside SQL Editor, and check all 11 areas whenever it changes.
Smart Products.
One Meaning Ecosystem.
Use them independently or connect them into one workflow — from understanding what exists to deciding, building and reaching the market.
Engineering leaders
Ship more without dispatching every agent and every fix.
Work is prepared, done and checked — only the decisions that need a person reach you.
Intelligence
Understand how your systems actually work.
GitMir Intelligence · What you get
Cloud Compute
A Remote Worker for approved work. No per-token billing.
GitMir Cloud Compute · What you get
Developers with AI
Explain, steer and redo less.
The agent gets the rules and links it needs, and the next step starts from the updated model.
Vibe
Give your AI the right context while you work.
GitMir Vibe · What you get
GitMir for ChatGPT
Keep using ChatGPT. Give it Intelligence.
GitMir for ChatGPT · Coming soon
Founders & product
See why a feature is built — and whether it is done.
Market evidence → requirement → implementation → verified result.
GoBots
Turn an idea into a product built to compete.
GitMir GoBots · What you get
Market
Find what the market still needs.
GitMir Market · What you get
MeetAI
Turn conversations into decisions you can use.
GitMir MeetAI · What you get
Growth & sales
Know who to reach — and with what offer.
Why a company fits → a message from its situation → a reply tied to a product decision.
ICP
Find the companies most likely to buy.
GitMir ICP · What you get
Outreach
Start conversations for a real reason.
GitMir Outreach · What you get
Keep your tools.
Give them shared meanings.
GitMir gives your AI the precise context it needs — so it spends less time searching, uses less context and delivers better results.
Connect directly
Claude Code
Cursor
CodexWorks alongside
Linear
Jira
CodeRabbit
Sourcegraph
AugmentOne Intelligence.
Used by people, AI and systems.
People
Ask, understand and verify — without reconstructing the product first.
AI
Get sufficient context before reasoning, instead of rediscovering it from raw code.
Systems
Connect through MCP and work from the same trusted source.
TRUSTED · CURRENT · SUFFICIENT · VERIFIABLE · UNDERSTANDABLE
GitMir indexes software by meaning.
A repository of meaning: open the model of a real product and ask it what a change would reach — no account needed.
Quality is measurable.
Accuracy is only useful when the Intelligence is also sufficient, compact and fast enough to reuse. We measure the result — and publish it.
| Input | Quality | Context | Cost |
|---|---|---|---|
| GitMir | 92% | 8.4K | $0.07 |
| Unblocked | 78% | 27.4K | $0.19 |
| Raw repository context | 58% | 61.3K | $0.41 |
Inside your boundary.
Starting with one measurable workflow.
Choose where sources are processed and where the Intelligence lives. Start with one workflow — a baseline, GitMir on it, a measured result — then expand.
GitMir hosts the service and processes the sources you authorize.
Permitted sources are processed in your environment; derived Intelligence is synchronized to GitMir.
GitMir and its MCP endpoint run within the agreed customer environment.
What people ask first.
GitMir builds business logic understanding for AI and people: the features, rules and customer paths of your products and how they connect, built from your code and kept current with every commit. Smart products work on top of it: GitMir Intelligence, Cloud Compute, Vibe, GoBots, Market, ICP, Outreach and MeetAI.
No. GitMir works beside the AI tools you already use: it gives them the Intelligence over MCP, and the model and the agent stay yours.
Search finds code that looks like the question. It does not know how your business logic connects, so the model rebuilds that on every question. GitMir builds the connections once and keeps them current: on the published benchmark the same model answered 92% of questions correctly against 78% for the strongest alternative, on 8.4K tokens of context instead of 27.4K.
Starting is free with 3,000 credits and no card. GitMir Intelligence is $29 per active developer per month; every other product has its own price on the pricing page. Asking questions and MCP requests are not metered.
Yes. Live models of Supabase Studio, OpenAI Codex CLI and Cal.com answer questions in the browser, no account needed.
That depends on the deployment you choose: Cloud, Private Source with the GitMir Local Connector, or a private deployment inside your own boundary.
Start from where you are.
Connect a repository. See the product above the code.Start with what already exists. GitMir builds the model, keeps it current with every commit and makes it available to people, AI and systems.