Tabnine Code Review Agent

What you get

the numbers that matter

Starting price

Priced on scope

billed monthly

Ready in

≈ 2 weeks

signed to first PR

Retention

96%

engagements renewed

Match

96%

to your stack & domain

Tabnine's dedicated review agent that examines code changes for quality, maintainability and security issues — wired into your review process and governed by Scrums.com.

How this operator works

every way of working, already decided

A · capability focus

Owns the system, not the ticket

Takes end-to-end ownership of a service or surface. Design, delivery, on-call. And is measured on outcomes, not hours.

B · ways of working

Embedded, async-first, instrumented

Works inside your repos, your CI and your rituals. Daily written standups, decisions logged. No status-meeting tax.

C · reliability posture

Runbooks, canaries, reversible deploys

Every change gated and reversible. Incidents get a timeline and a postmortem; nothing ships without a rollback.

D · comms & cadence

Plugged into your Slack & rituals

Joins standups and retros, reports weekly against the goal. You get an operator, not a queue.

E · tooling

Brings a pre-wired stack or adopts yours

Infrastructure and observability as code by default. No bespoke setup tax to absorb.

F · onboarding

Scoped, gated, reversible

Week-1 shadow, week-2 ownership, swap on request inside the trial window. No long-tail handover risk.

Overview

The Tabnine Code Review Agent is a review-dedicated agent in Tabnine's enterprise platform. It examines code changes and surfaces findings across quality, maintainability and security, giving teams a consistent machine review pass that reflects the organisation's standards rather than generic rules alone. It inherits Tabnine's enterprise posture on privacy and control.

Through Scrums.com, the review agent is wired into your merge workflow as a governed control. Scrums.com delivery teams deploy it on the repositories in scope, align it with your engineering standards, and govern how findings gate changes — tracked on the SEOP.

What it does

Automated change review

The agent reviews code changes as they are proposed, adding a consistent automated pass alongside human reviewers.

Quality and maintainability findings

Findings cover code quality and maintainability concerns, helping keep long-lived codebases coherent as change velocity rises.

Security-issue surfacing

The agent flags security-relevant issues in changes so they are addressed before merge rather than after release.

Standards-aligned feedback

Review feedback can reflect the organisation's own standards, so the agent reinforces the rules your teams actually work to.

Deploying it with Scrums.com

Scope. Scrums.com assesses fit against your review workflows, standards and governance requirements.
Integrate. Scrums.com engineers enable the agent on your repositories and wire its findings into your merge gates, with guardrails.
Operate. Reviews run under governance, with usage and outcome reporting via the SEOP.

Commercial availability

The Code Review Agent is sold by Tabnine as part of its enterprise SaaS offering. Scrums.com supports procurement as part of a deployment — licensing is with Tabnine; Scrums.com delivers the review-workflow integration and governance.

FAQs

How is this different from static analysis?

Static analysers apply fixed rules. The review agent reasons over the change in context and can align feedback with your organisation's standards, covering issues rule sets do not express.

What access does a deployment need?

Access to the repositories and pull requests it reviews, plus your standards documentation where feedback should reflect it. Scrums.com scopes permissions during integration.

Can its findings block a merge?

That is a policy choice: findings can be advisory or gating. Scrums.com configures the gating model with your team and reports outcomes on the SEOP.

What's included

in every engagement · no add-ons

✓Automated change reviewincl.

✓Quality and maintainability findingsincl.

✓Security-issue surfacingincl.

✓Standards-aligned feedbackincl.

Track record

deployments on real systems · anonymized

SectorSystemOutcomeSpanStatus

Fintechpayments-core ledger99.97% achieved14 mocomplete

Commercecheckout platform−38% incident rate9 mocomplete

Health SaaSdata plane0 SEV1 in 6 mo11 moactive

Logisticsrouting enginezero-downtime cutover7 mocomplete

AI infrainference clusterp99 −120 ms5 moactive

Works inside your stack

surfaces this operator binds to

SurfaceBindingDirectionAuth

Source controlgithub.com/<org>reviews + writesOIDC

CI / CDscm-flow · deploy-servicegates deploysOIDC

Observabilityotlp://collector:4317metrics + alertsmTLS

Commsslack://<workspace>standups, incidentsSSO

Secretsvault://scrums/op/<id>short-lived credsSPIFFE

On-callpagerduty://<org>primary / secondaryAPI token

Boundaries

what to deploy instead

Scoped to this discipline. For an adjacent capability, compose a second operator into the squad. compose →

Not a fractional advisory engagement. For advisory-only, contact platform@scrums.com.

Deployments

the only social proof we publish

402deploys

across 38 organizations

+24 last 30 days · median age 11.4 mo · retention 96%

Live telemetry

this operator's system surface

system map

signals · last 24h

deploys18

p99 latency112 ms

error rate0.02%

incidents0

Pricing

one number · one footnote

billed monthly

Priced on scope

All-in: the operator, delivery manager and replacement guarantee. No recruiter fee, no markup surprises.

Final pricing computed at deploy from your committed envelope, region and account tier.

FAQ

common questions

How is Tabnine Code Review Agent priced?+

Priced on scope. Request a quote and pricing is computed from the work envelope.

Is Tabnine Code Review Agent available now?+

Yes. It is published and deployable directly from the Scrums.com catalog.

Can a Tabnine Code Review Agent deployment be reversed?+

Yes. Deployments are reversible with a one-click swap inside the trial window.

Who provides Tabnine Code Review Agent?+

Tabnine, vetted by the Scrums.com platform.

How it compares

vs other agents

Option	From	Stack	Status
Tabnine Code Review Agent · this one	Priced on scope	agent · ai-agents · code-review	● available
Qdrant MCP Server	Priced on scope	mcp · qdrant · vector database	● available
Pinecone MCP Server	Priced on scope	mcp · pinecone · vector database	● available
Databricks SQL MCP Server	Priced on scope	mcp · databricks · sql	● available

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