PR Review
pr_review87%
Calibration
23
Caught
2
Missed
Caught vs missed, week over week.
Live DAGs as they execute. Full history, drillable. Across every repo you've installed sweny on. One dashboard. The intelligence layer is the icing; the runs view is the cake.
Free for open source · $5/mo for individuals · no credit card
87%
Calibration
23
Caught
2
Missed
Caught vs missed, week over week.
142/145
Passing
2.1%
Flake
login.fillEmail
Slowest
Step-failure heatmap. Read the broken row at a glance.
50/50
Coverage
12
Novel
3
Stale
Sources scanned each run, novel regs surfaced over time.
Triage, review, refactor, any DAG, on your CI, your compute, your secrets.
- uses: swenyai/sweny@v4
Install the read-only GitHub App. Stream live workflow state straight from your CI to the Cloud.
One dashboard across all your repos. Stream live DAGs, scroll the full history, drill into any past run by node.
Embedded Studio renders running DAGs as they execute: every node, every log line, every tool call. Every run kept with full node-level detail. Drill from any PR back to the run that produced its review.
Every PR gets an AI-synthesized review: calibration, risks, what changed since last push, and which findings paid off.
Every learning shows its work: trigger → finding → memory episode → synthesis run → PR. No black boxes. Click any outcome, see the full evidence chain.
Issues over time, recommendation breakdown, calibration drift. Spot patterns before they become incidents.
Shared view across all your repos. See who's shipping, what's breaking, and where to focus.
AI agents query project health and workflow state via the MCP protocol. Your workflows are observable to the agents that drive them.
Workflows you can fork and run today. Triage your repos, generate changelogs, monitor compliance, sync data, run e2e tests.
Free for open source. Built to grow with your team.
Day-1 engineering pulse for everyone
AI-synthesized insights for solo devs
Engineering teams
Large orgs with custom needs