Upmark Labs
Search products Ask an expert

AI Developer and DevOps Agents for Code and Ops

Engineering teams lose hours to the work around the code: reviewing pull requests, chasing failed pipelines, writing changelogs and keeping docs current. The Developer & DevOps range takes on that work with agents for code review, QA, incident triage, testing and documentation. Many come in editions that connect natively to GitHub, GitLab, Bitbucket, Jira or Slack.

All Developer & DevOps Code Quality Documentation Operations

Products in this category

  • A play marker, a folded calendar page and a brass ruler laid out in a grid, suggesting structured reference pages.
    Documentation

    AI API Documentation

    Generates reference docs and examples from your API definitions.

    From $2,700 · License $950 first year Delivery in 20–30 working days
  • A dial, a paint swatch and a brass token arranged in a grid, suggesting merged work sorted into categories.
    Documentation

    AI Changelog Generator

    Writes release notes and changelogs from merged work.

    From $2,100 · License $750 first year Delivery in 20–30 working days
  • Brass dots linked by thread beside a small gear and an index card, standing for code checked against standards.
    Code Quality

    AI Code Review Agent

    Reviews pull requests for bugs, security issues and standards and comments inline.

    From $5,500 · License $1,950 first year Delivery in 20–30 working days
  • A bucket of paper scrolls with one unrolled and pinned by brass tacks, showing Bitbucket code lines flagged for review.
    Code Quality

    AI Code Review Agent for Bitbucket

    Reviews pull requests for bugs, security issues and standards and comments inline, connected natively to Bitbucket so it reads and updates repositories,…

    From $6,200 · License $2,200 first year Delivery in 20–30 working days
  • A paper strip with brass pins marking spots beside a green pencil, showing lines flagged in a GitHub pull request.
    Code Quality

    AI Code Review Agent for GitHub

    Reviews pull requests for bugs, security issues and standards and comments inline, connected natively to GitHub so it reads and updates repositories,…

    From $6,200 · License $2,200 first year Delivery in 20–30 working days
  • Two paper strips joined under a brass ring with a stone marker, showing a GitLab merge request reviewed before merging.
    Code Quality

    AI Code Review Agent for GitLab

    Reviews pull requests for bugs, security issues and standards and comments inline, connected natively to GitLab so it reads and updates projects,…

    From $6,200 · License $2,200 first year Delivery in 20–30 working days
  • Drafting compasses beside squared index cards and three felt pads, showing a team's coding tool set up to shared rules.
    Code Quality

    AI Coding Assistant Rollout

    Set up Cursor, GitHub Copilot or a similar AI coding assistant for your team: repository rules, safe settings, 2 tool connections, a…

    From $5,175 Delivery in 15–25 working days
  • Coiled chain link, an open wooden box and a small gear seen from above, standing for tested dependency upgrades.
    Code Quality

    AI Dependency Update Agent

    Proposes and tests dependency upgrades as reviewable pull requests.

    From $2,700 · License $950 first year Delivery in 20–30 working days
  • Box, bracket-shaped sculpture and signal tower layered as cut paper, standing for diagnosing and fixing pipeline failures.
    Operations

    AI DevOps Agent

    Watches pipelines and alerts, diagnoses failures and proposes fixes.

    From $6,900 · License $2,450 first year Delivery in 20–30 working days
  • A wooden pipe joint in two pieces beside a brass clamp, showing a failed Bitbucket pipeline diagnosed and ready to mend.
    Operations

    AI DevOps Agent for Bitbucket

    Watches pipelines and alerts, diagnoses failures and proposes fixes, connected natively to Bitbucket so it reads and updates repositories, pull requests and…

    From $7,600 · License $2,700 first year Delivery in 20–30 working days
  • A gap in a toy rail track beside a brass wrench and a new section, showing a failed GitHub build diagnosed and fixed.
    Operations

    AI DevOps Agent for GitHub

    Watches pipelines and alerts, diagnoses failures and proposes fixes, connected natively to GitHub so it reads and updates repositories, pull requests, issues…

    From $7,600 · License $2,700 first year Delivery in 20–30 working days
  • A row of tiles with one cracked and a replacement held above it, showing a failed GitLab job replaced by a proposed fix.
    Operations

    AI DevOps Agent for GitLab

    Watches pipelines and alerts, diagnoses failures and proposes fixes, connected natively to GitLab so it reads and updates projects, merge requests and…

    From $7,600 · License $2,700 first year Delivery in 20–30 working days
  • A curling paper page, a cursor-shaped block and a brass token, suggesting a document being drafted.
    Documentation

    AI Documentation Agent

    Generates and maintains technical documentation from code and specs.

    From $4,100 · License $1,450 first year Delivery in 20–30 working days
  • Charcoal toggle switch beside an index card and a brass-cornered box, arranged in a diagonal stack.
    Operations

    AI Incident Triage

    Groups alerts, finds likely causes and drafts incident updates.

    From $5,500 · License $1,950 first year Delivery in 20–30 working days
  • A line of puzzle pieces with one green piece lifted out beside brass tweezers, showing the change that broke a build.
    Operations

    AI Incident Triage for GitHub

    Groups alerts, finds likely causes and drafts incident updates, connected natively to GitHub so it reads recent commits, pull requests, deployments and…

    From $6,200 · License $2,200 first year Delivery in 20–30 working days
  • Several brass bells whose ropes join into one green cord and tag, showing many alerts gathered into one incident.
    Operations

    AI Incident Triage for Jira

    Groups alerts, finds likely causes and drafts incident updates, connected natively to Jira so it reads and updates issues, projects and comments.

    From $6,200 · License $2,200 first year Delivery in 20–30 working days
  • Paper slips pouring from a brass chute into one green tray beside a push button, showing alerts gathered for a quick call.
    Operations

    AI Incident Triage for Slack

    Groups alerts, finds likely causes and drafts incident updates, connected natively to Slack so it reads and updates messages in approved channels,…

    From $6,200 · License $2,200 first year Delivery in 20–30 working days
  • Miniature signal tower, terminal block and brass slider arranged in a diagonal stack, suggesting a scan of activity.
    Operations

    AI Log Analysis

    Summarizes logs and surfaces error patterns and regressions.

    From $4,100 · License $1,450 first year Delivery in 20–30 working days

What work do these agents take off your plate?

Think of the tasks that pile up between releases. The AI Code Review Agent comments inline on pull requests about bugs, security issues and standards. AI Test Generation writes unit and integration tests for existing code. The AI Dependency Update Agent proposes and tests upgrades as pull requests your team can review before anything is merged.

  • Inline code review on pull requests
  • Structured test plans with defect evidence
  • Pipeline failure diagnosis with proposed fixes
  • Grouped alerts and drafted incident updates
  • Docs, API references and changelogs from your work

Should you pick a core product or a tool edition?

The core products describe the job, and the editions describe where the job happens. If your code lives in GitHub, the AI Code Review Agent for GitHub reads and updates repositories, pull requests, issues and checks there. Teams on GitLab or Bitbucket have matching editions of both the code review agent and the AI DevOps Agent.

Incident work follows the same pattern. AI Incident Triage for Jira works with issues and comments, the Slack edition works in approved channels, and the GitHub edition reads recent commits, pull requests and deployments. Choose the edition that matches where your team already talks about incidents.

What about on-call support and documentation?

On-call engineers often need context more than code. The AI On-Call Assistant brings runbooks, context and next steps together, and AI Log Analysis summarizes logs and surfaces error patterns. For docs, the AI Documentation Agent maintains technical docs from code and specs, AI API Documentation builds references from API definitions, and the AI Changelog Generator writes release notes from merged work.

Questions buyers ask

Does the code review agent change code on its own?

The AI Code Review Agent reviews pull requests and leaves inline comments. Fixes from the AI DevOps Agent arrive as proposals, and the AI Dependency Update Agent opens pull requests for your team to review. Your engineers stay in charge of what gets merged, and each product's Scope Card spells out what it reads and updates.

Is there a GitLab edition of the QA agent?

Yes. The AI QA Agent for GitLab runs structured test plans against your application and reports defects with evidence, and it reads and updates GitLab projects, merge requests and pipelines. There is a GitHub edition too. If your team uses neither platform, take a look at the core AI QA Agent, which does the same job.

Where do these engineering agents run?

Inside your own accounts and tools. The agents connect to your repositories, pipelines and chat workspaces, and the setup stays with your team after handover. That keeps source code and logs in systems you already secure and audit, rather than moving them somewhere new that your security team has never reviewed.

Choosing between Developer & DevOps products?

Tick Compare on up to four products to see scope, price and delivery side by side. If you would rather ask, an expert can reply by email and help you pick the one that fits how you work.

Ask an expert Compare products