Software that learns to run itself.
QUINY BUILDS IT · RUNS IT · LEARNS FROM EVERY CHANGE
Senior engineers approve every change today.Quiny does more of the work every day.
Book a call
01Agents propose
02Engineer reviews
Waiting for the next changeReviewing PR #482✓ Approved. Ship it.
HUMAN IN THE LOOP
03It shipsLIVE
Healthy · on callRelease 24 is live
04Quiny learns
It learns from every approval
WORKS INSIDE THE STACK YOU ALREADY RUN
HOW WE WORK
We build it. Quiny learns it. Then it runs, with us.
You never have to log in to anything. Our engineers build your software the way a great software house would, then train Quiny on that exact system and approach. From then on Quiny's agents handle the changes, fixes and upkeep, and our senior engineers approve every step.
E
Our engineersbuilding✓
Orders platformdone✓
SAP integrationdoneField appbuilding
We build it
Training Quinyread only✓
Your codedone✓
Your datadoneHow we built itlearning
Quiny learns it
Agentsthis week✓
Dependency upgradesdone✓
The 2 a.m. alertfixedOrders migrationproposed
Agents run it
E
Senior engineerapproved release 24
LIVE
Healthyengineer approved
Engineers approve
IT READS YOUR WHOLE SYSTEM
It reads your whole system. Then it keeps it mapped.
While we build, Quiny reads your code, data, integrations and runbooks, read only, and keeps them in a living system graph our engineers verify. That map is what lets agents work safely, and why nothing is forgotten a year later.
GitHubyour code
Postgresyour data
Kafkaevent streams
SAPyour ERP
Stripepayments
Datadogmonitoring
awsAWSyour cloud
MAPS
mapped · 1,284 facts about acme logistics
Services
orders · checkout and refunds
billing · nightly SAP sync
Data
orders_v1 · nine years of history
warehouse · read replicas
Integrations
SAP · invoices every night
Stripe · webhooks with retries
Operations
3 alerts page a person
Rollback in one step
Decisions
Why orders was split out
Who approved it, and when
UNDER THE HOOD
The right agent for every task. A senior engineer on every change.
Trained on how we build, specialized agents for migrations, integrations, tests and incidents work in parallel. Each task goes to the agent best suited to it, weighing risk and how much of the system it touches, and nothing reaches production until a senior engineer signs off.
THE TASK
PICKS THE AGENT
DOES THE WORK
▢
migration
¶
integration
▣
tests
⧉
incident
Migration agentdata
zero downtime movesIntegration agentAPIs
ERP, CRM and paymentsTest agentCI
unit and contract testsRepair agenton call
incidents and rollbackMigrate the orders table
Connect SAP to billing
Write contract tests
Fix the 2 a.m. alert
agents work in parallel·a senior engineer approves every change
HUMAN IN THE LOOP
Senior engineers stay in control. Every change, every time.
Quiny is not a tool you are left alone with. Agents propose and prepare the work; our senior engineers review it, approve it and own the result. If anything looks wrong, it rolls back in one step.
MIGRATION AGENT · PROPOSAL
Move orders to the new schema, zero downtimewaiting for a senior engineer to review
01Agents propose the work
Agents trained on your system prepare each change: the plan, the code, the tests and the rollback.✓
Shadow writestests green✓
Backfill historydoneCut over orderscanary · approve first
02Engineers review every step
A senior engineer checks each step before it runs, with tests green and a canary ready.✓
Release 24 · orders cutovernow✓
Release 23 · before cutoverroll backRolled back in one step.Every action logged.
03Nothing ships without a yes
Approve, pause or roll back any change. Every action is logged, and a person always owns the result.WHERE VIBE CODING STOPS
AI tools are brilliant at a blank page. Your business is not a blank page.
Real companies run on systems with history: legacy code, live data, integrations nobody fully understands any more. That is exactly where Quiny starts.
WHAT YOU CAN RELY ON
Built to be handed the keys.
Taking over a production system is a trust decision. These are the terms we work on.
✓
Secure by defaultSingle sign on, role based access and least privilege, from the first day.
✓
A senior engineer on every changeNothing reaches production without a named engineer approving it.
✓
Read only firstWe start by observing. Nothing touches your controls without your approval.
✓
Rollback in one stepEvery change ships with its rollback, so anything can be undone in one step.
✓
Every action auditedEvery agent and engineer action is logged, attributable and easy to audit.
✓
Numbers you can trackA monthly report on deploy frequency, lead time, change failure rate and time to recover.
NO LOCK IN
You own it. Including the code.
Everything we build lives in your accounts from day one. You stay in control of your system, wherever you choose to take it.
↓
Your repositoriesEvery change lands as a pull request in your GitHub, reviewed and logged.
yours⌥
Your cloudIt runs in your AWS, Azure or Google Cloud account, under your keys.
yours→
Take it back any timeThe system graph, runbooks and docs come with it.
anytimeBOOK A CALL
Bring us the system nobody wants to touch.
Walk us through it. We will show you how we would build it, how Quiny would run it, and where our engineers stay in the loop.
Software that learns to run itself. Quiny builds it, runs it and learns from every change.