Agent stack build plans · № 4
Hermes as a CI/CD healing agent
A workflow fails at 2am. GitHub posts a webhook. By morning there’s a tested pull request waiting — and you still review the diff.
Hermes
is Nous Research’s open-source agent — a terminal agent plus a
hermes gateway background service that listens on messaging
platforms and, crucially for this plan, on webhooks. GitHub
Actions failure notifications are a documented gateway use case; this plan
pushes one step further than notification. The loop: a failed workflow fires a
webhook → a Hermes route turns the payload into a prompt → the agent fetches
the failing job’s logs with the gh CLI → checks out the broken
branch inside a hardened Docker sandbox → fixes, runs the tests
locally → opens a PR with gh pr create and reports back via a
GitHub comment (or Telegram, or Discord).
Honest effort: an evening if you already have a VPS or homelab box running Docker; a weekend if you’re starting from a laptop behind NAT, because GitHub has to be able to reach your gateway and that endpoint is yours to provide. Honest cost: every failed workflow becomes an LLM run over CI logs. Hermes is model-agnostic (Nous Portal, OpenRouter, OpenAI, your own endpoint), so you can point triage at a cheap model — but a chatty monorepo failing nightly against a frontier model is real money. The traps page does that arithmetic.
The plan, in six parts
Is this for you?
Yes, if your repo has a real test suite and your failures are mostly
code failures — a broken import after a refactor, a fixture that
drifted, a nightly build that someone’s Friday commit quietly killed.
Yes, even in degraded form: the notify-and-diagnose version (failure →
diagnosis in Telegram, no PR) is worth having on its own.
Skip it if your CI failures are mostly infra flakes — a retry
button is cheaper than an agent — or if you can’t host an endpoint GitHub
can reach. This plan covers one GitHub repo end to end. It deliberately does
not cover GitLab (Hermes validates GitLab webhook tokens too, but the
gh-CLI glue here is GitHub-shaped), monorepo multi-service
routing, or auto-merge — nothing in this plan merges anything, ever. For the
general “which terminal agent” question, see
№ 1 in this series.