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Solutions · Engineering

Ship more. Toil less.

Code review, debugging, docs, on-call runbooks. Engineers get every model and every tool in one workspace — without juggling subscriptions.

Engineering use cases
Day-one impact

A staff engineer at a series-B startup shipped a PR-review agent in one afternoon — GitHub MCP, custom playbook, Claude Opus. PR review time dropped from 4 hours to 40 minutes per merge.

Code in context

Bring your repo to the chat.

Drop in a file, a directory, or a PR diff. Ask Wirebase to review, refactor, or explain. With MCP servers wired to GitHub, Linear, and your CI, the model sees the same context you do — and acts on it.

  • Drag-and-drop code files and diffs
  • GitHub MCP server for PRs, issues, comments
  • Linear and Jira MCP for tickets
  • Custom MCP servers for internal tooling
Code review in chat
Debug fast

From stack trace to fix.

Paste a stack trace, an error log, or a failing test. Wirebase walks through the likely causes and suggests a patch. Connect to your observability tools via MCP for live system context.

  • Stack trace and log analysis
  • Diff suggestions you can apply
  • Sentry/Datadog/Honeycomb MCP integration
  • Postmortem drafting with timeline reconstruction
Stack trace analysis
On-call assist

Runbooks that update themselves.

Store runbooks in a knowledge base. When the on-call gets paged, they ask Wirebase what to check. Citations point to the source doc. As systems change, you update the doc, and the answers update with it.

  • On-call runbook knowledge base
  • PagerDuty MCP for incident context
  • Cited answers — trust but verify
  • Postmortem generation with timeline + actions
Runbook assist
.github/workflows/review.yml
# Bring AI into your existing CI
- name: AI Review
  uses: wirebase/action-review@v1
  with:
    api-key: ${{ secrets.WIREBASE_KEY }}
    agent: pr-reviewer
    files: ${{ github.event.pull_request.changed_files }}
What engineers ship with Wirebase

Daily wins, not flashy demos.

PR review

Style, correctness, edge cases. Inline suggestions.

Bug triage

Stack trace → likely cause → suggested patch.

Doc generation

README, API docs, migration guides.

Codebase search

Semantic search over your own repos.

CI workflows

Custom AI steps in your build pipeline.

On-call assist

Runbook answers with citations.

Get your team on one AI platform.