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SWEny

SWEny

SWEny is a platform for building AI-powered engineering workflows. Connect any observability source, take action with AI, and report results through any channel. Triage is the first recipe — it monitors your production logs, investigates errors, and opens fix PRs automatically.
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What it does

Section titled “What it does”

SWEny’s workflow engine orchestrates three phases — Learn, Act, Report — to automate engineering tasks end-to-end:

  1. Learn — connects to your observability stack, pulls errors and log data, checks your issue tracker for duplicates, and builds context
  2. Act — an AI agent investigates root causes through your codebase, files tickets, creates branches, and opens fix PRs
  3. Report — sends results to the channels your team already uses: Slack, Teams, Discord, email, or webhooks

Triage is the first recipe built on this engine. It runs on a schedule, finds novel production errors, and fixes them without waking anyone up. See Engine & Recipes to learn how the engine works and how to build your own recipes.

See it in action

Section titled “See it in action”

Want to understand the full flow? Read the end-to-end walkthrough — a real error spike from Datadog through to a merged PR.

Works with your stack

Section titled “Works with your stack”

Observability

Datadog, Sentry, CloudWatch, Splunk, Elasticsearch, New Relic, Grafana Loki — query logs and aggregate errors from your existing monitoring.

Issue Tracking

Linear, GitHub Issues, Jira — create tickets, search for duplicates, link PRs automatically.

Source Control

GitHub, GitLab — create branches, push commits, open PRs, dispatch cross-repo workflows.

Notification

GitHub Summary, Slack, Teams, Discord, Email, Webhook — send results wherever your team works.

Incident

PagerDuty — create incidents, acknowledge, resolve, check on-call schedules.

Storage

Filesystem, S3 — persist sessions, memory, and workspace files for the agent.

Two deployment modes

Section titled “Two deployment modes”

Both modes are powered by SWEny’s workflow engine, which manages provider connections, step orchestration, and the Learn/Act/Report pipeline.

GitHub Action — runs on a cron schedule in your CI. No servers, no infrastructure. This is the primary deployment.

Interactive Agent — a bot your team can chat with. Ask it to investigate errors, query logs, or write fixes interactively. Currently supports Slack, with more channels planned. Deploy as a container or run locally as a CLI.

Quick install

Section titled “Quick install”
.github/workflows/sweny-triage.yml
- uses: swenyai/sweny@v0.2
  with:
    claude-oauth-token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
    dd-api-key: ${{ secrets.DD_API_KEY }}
    dd-app-key: ${{ secrets.DD_APP_KEY }}
    dry-run: true # Remove when ready to create PRs

3 secrets. GitHub Issues by default. Full setup guide →