DEVOPS

Triage bundle regression and open GitLab issue

When an MR bundle delta breaches budget, an agent inspects the dependency and route diffs to identify the likely cause.

CategoryDevOps
Enginepaperclip
Difficultyadvanced
Triggerevent
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerBundle-budget breach event received
  • ActionFetch per-route size breakdownVercelVercel
  • ActionPull MR diff and changed depsGitLabGitLab
  • LogicAgent correlates growth to likely culpritOpenAI
  • OutputFile GitLab issue with cause and fixGitLabGitLab

What it does

When a preview build's bundle exceeds budget, this agent-driven workflow goes beyond flagging the number. It pulls the MR diff and the per-route size breakdown from the build, reasons about which newly added or upgraded dependency or imported module most likely caused the growth, and files a GitLab issue describing the suspected culprit with a concrete remediation suggestion (dynamic import, dependency swap, tree-shake).

When to use it

Use it when bundle regressions land often enough that manual root-cause hunting is a drag, and you want a starting hypothesis and ticket auto-created so the owning team can act quickly.

How it works

  1. 1A bundle-budget breach event triggers the run with the MR and deploy context.
  2. 2Fetch the build's per-route size breakdown from Vercel.
  3. 3Pull the MR diff and changed dependencies from GitLab.
  4. 4The agent correlates size growth with the diff to name a likely culprit and fix.
  5. 5File a GitLab issue with findings, suspected cause, and suggested remediation.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect VercelDeploys, runtime logs, analytics.
  2. 2
    Connect GitLabRepos, MRs, pipelines, registry.
  3. 3
    Connect OpenAIModels, embeddings, files.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.