Meet Shipper · Your AI delivery coworker

Hire Shipper to find
the break and fix it

Triage, fixes and releases across the pipelines you already run, from the red build to the merged pull request, with production held for a person every time.

Hire Shipper
  • 5Workers in the crew
  • 0Production changes without approval
  • 0Pull requests merged on its own

Everything Shipper does

Each area runs on the same engine. Most customers switch one on and add the rest as other teams ask for them.

01

Build triage

Picks up the failure the moment CI goes red and reads the logs, the diff and the stack trace before anyone opens the tab.

02

Root-cause write-up

Explains what broke and why in the channel, with the commit and the failing test named.

03

Fix and pull request

Writes the change, runs the tests, and opens the PR for review like any other contributor.

04

Flake detection

Separates the tests that fail because the code is wrong from the ones that fail because they are flaky.

05

Release coordination

Assembles the release, checks the gates, and waits. Production changes pause for a human every time.

06

On-call support

The first ten minutes of an incident, the timeline, the recent deploys and the likely cause, already assembled.

Shipper doesn't just answer questions about your data. It models it.

The ontology is what separates a coworker from a chatbot. Shipper holds your software delivery world as objects it can reason over and act on, not documents it searches.

Objects it models
  • Repository
  • Pipeline
  • Build
  • Commit
  • Pull request
  • Test
  • Deployment
  • Incident
Actions it can take
  • Open PR
  • Re-run
  • Request review
  • Prepare release

Each one gated on a named human.

Functions it computes
  • Failure cause
  • Flake rate
  • Lead time

Derived live from the systems of record.

A red build, end to end

A failure in, a reviewed pull request out.

  1. 01 · Ingest

    Pipelines in

    Repos, builds, tests and deploys read into the ontology.

  2. 02 · Resolve

    One change, one object

    The commit, its PR and its builds linked as one Change.

  3. 03 · Compute

    Failure cause

    Real break or known flake, with the evidence.

  4. 04 · Surface

    Explained in the channel

    Before anyone has to go looking.

  5. 05 · Act

    Pull request opened

    Written, tested and held for review.

A notification bot stops at step 4. Shipper goes all the way to step 5.

What Shipper connects to

The pipelines you already run, read continuously and written to through review.

Source control
  • GitHub
  • GitLab
  • Bitbucket
CI/CD & deploys
  • CircleCI
  • Vercel
Where it reports
  • Slack
  • Microsoft Teams
Extend it
  • APIs
  • Embeddable widget
  • Webhooks

Shipper is five workers, not one prompt

Each step of the loop is a separate worker from the Onetab Store, with its own tools and its own guardrail. That's why Shipper can be audited step by step, and why a failure in one stage doesn't silently corrupt the next.

  1. IngestOwns the connections and the refresh.
  2. ResolveOwns identity across systems.
  3. ComputeOwns scoring and derived fields.
  4. SurfaceOwns what reaches the channel.
  5. ActOwns the write, behind approval.

Built for controlled software delivery

  • A named owner

    Shipper belongs to a person, not a department. That person approves, and their name is on the record.

  • Approval gates

    Every irreversible action pauses and waits. Shipper proposes; a person decides.

  • Row-level security

    Shipper sees what the approver is allowed to see, and no more.

  • Spend caps and audit

    A per-agent budget, and every run stored and replayable for whoever asks.

Questions buyers ask

Still deciding? Book a demo and we'll walk through Shipper on your own tools.

Can Shipper merge its own pull requests?

No. It opens them. A reviewer merges, exactly as with any contributor.

Does it touch production?

Production changes pause for a named human, every time.

What if the fix is wrong?

It is a pull request. It gets reviewed, and the tests ran before you saw it.

Does it work on private repos?

Yes, with a scoped token. It reads only the repos you connect.

Shipper works alongside

Coming soon

Forge

Salesforce build

Objects, flows and validation rules, built in a sandbox.

  • Builds objects, fields and layouts
  • Writes flows and validation rules
  • Tests in a sandbox, deploys on approval

Works across

  • Salesforce
  • Apex
  • Flows
  • Sandboxes
Forge is coming soon Learn more

Tracker

Operations

Projects, tasks and status kept current across tools.

  • Keeps task status current
  • Chases owners for updates
  • Reports across tools in one view

Works across

  • Jira
  • Asana
  • Linear
  • Trello
  • GitHub
  • SendGrid
See all agents

Ready to put Shipper to work?

Free workspace, Shipper installed, read-only until you approve the first run.

Hire Shipper