Merge review agent
Every pull request is reviewed before a human opens it.
How it works
- Reviews against your own standards file, not a generic rubric
- Names the defect, the line and the reason
- Runs on the merge, before review time is spent
AI code review. Find defects and track fixes.
Review code and database changes against your engineering standards. Track unresolved defects for your developers to address, with merge decisions staying with your team.
What is an AI code review agent?
An agent that reads every pull request and every changed database object against your team’s written engineering standards, records the defects it finds, and tracks each one until a developer fixes it. It never merges or pushes code. Merge decisions stay with your team.
The review happened. The fix did not.
Findings read, agreed with, and left
No record of which comments actually closed
A standards document people cite rather than follow
So the same defect ships twice, and the review time bought nothing.
Six agents, one role
Database review agent
The stored procedure that became a table scan gets caught.
How it works
- Reads only the procedures and tables that changed
- Checks security, scalability, simplicity and excess joins
- The layer that lives outside your repository
The audit ladder
The finding gets fixed, instead of getting read.
How it works
- Three reminders, three days apart
- Each one widens the audience by a rung
- Still open after nine days, it is marked overdue
Auto-close agent
Nobody ticks off defects that were fixed on Tuesday.
How it works
- A later review of the same file closes it
- One click closes it from the reminder itself
- Closed findings stay in the record
Severity gate
Only what is worth an interruption interrupts anyone.
How it works
- Major, blocker and critical enter the ladder
- Minor observations stay in the report and chase nobody
- You set where that line sits
Weekly developer report
A quiet week shows as a zero, not as silence.
How it works
- Commits, files, lines and repositories, per developer
- Everyone on the roster appears, including the zeros
- Deterministic — no model, no token cost
Ready to see it in action?
Point us at one repository — we’ll review last month’s merges and send you the findings.
Or call +91 95525 86428
Before and after
Today
Review depth
Whatever time allows
Database changes
Reviewed by nobody
After the comment
Hope
Team visibility
Asked in standup
With the agent
Review depth
Every merge, same rubric
Database changes
Reviewed daily
After the comment
Nine days of follow-up
Team visibility
Mailed every Monday
Who does which step
- 1AI agent
Merge opened
Picked up within minutes.
- 2AI agent
Reviewed
Against your standards, not a default.
- 3AI agent
Reported
Findings mailed, each one tracked.
- 4Your team
Fixed
The part nobody is replacing.
- 5AI agent
Verified
Closed when the defect is gone.
Where it stops It never merges, never pushes and never rewrites your code. It reviews, reports and follows up — the commit is always yours.
Nine days, three rungs, then overdue
Day 0 — reviewed
The merge is reviewed and every finding is recorded.
Day 3 — the developer
First reminder, to the person who wrote the code.
Day 6 — the leads
Second reminder, with the repository leads copied in.
Day 9 — escalation
Final reminder, with your escalation list copied in.
After day 9 — overdue
Marked overdue. Mailing stops; the finding stays open.
The scale behind these agents
120+
AI agents and automations running in our own production
- 100%
- Platform uptime
- 500+
- Customers worldwide
- 2
- Cloud regions, monitored 24×7
Before you commit
Does our source code leave our network?
It does not have to. The agent runs on your infrastructure, inside your network, against your repositories. If you would rather it ran on hosted infrastructure instead, we will say exactly which model sees what and where it runs, before you commit to anything.
Is this replacing our reviewers?
No. It reviews before a human does, so your reviewers spend their time on design and intent rather than on naming conventions and missing indexes. It has no merge rights and never will.
What standards does it review against?
Yours. We start from your existing standards document, or write one with your leads in the first week if there is not one. A generic rubric produces generic findings that teams learn to ignore.
Does it really review databases too?
Yes, and it is the part most teams have no coverage for. It reads the stored procedures and table definitions that changed since the last run and reviews those for security, scalability and excess joins — the layer that never appears in a pull request.
What stops it filing forty trivial comments on every merge?
The severity gate. Only major, blocker and critical findings chase anyone; minor observations stay in the report for reference. You set where the line sits, and you can move it once you have seen a month of output.
What happens to a finding nobody fixes?
It escalates on a fixed ladder — the developer, then the leads, then your escalation list — and is then marked overdue and stops mailing. It stays open in the record, so the count of overdue defects is a number you can actually manage.
Where to go next
Engineering
AI employee for code review
Every merge and database change reviewed, each defect chased to closure.
IT operationsAgents that prove the job ran
Checks what your scheduled jobs produced, not just that the server is up.
Start hereAgent Readiness Sprint
Two weeks, one working agent, and a costed plan for the rest.
Free presentation · 13 slides · PDF
Take the deck to your leadership team
The presentation we walk boards and CXOs through — thirteen slides on what deploying AI agents actually involves, from the roles to the guardrails to the commercials.
- 22 AI employee roles across 9 departments
- Eight department packs, and the agents inside them
- One day from first conversation to one agent live
- Three commercial models, and what each includes
Download the deck
No cost. Work email and organisation only.
Start with one repository.
See the findings on your own code before you decide anything. The Readiness Sprint scopes the rest.
Book an Agent Readiness Sprint
Or call +91 95525 86428