Contributor reputation
Reproducible signal across thousands of repos. The PR-author lens a human PM provides with experience and intuition, available at PR open.
Open Source Software (OSS) governance, not Pull Request (PR) review
Steward gives small Commercial Open Source Software (COSS) teams the discipline a dedicated OSS Program Manager (PM) provides — automated PR triage, contributor reputation, supply-chain risk, governance enforcement — without staffing one.

The wedge
AI PR-review tools review the patch. They don't tell you whether the stranger who opened it is a credible contributor or a drive-by risk. For an OSS maintainer drowning in unsolicited PRs, that's the question that matters — and it's the one structural gap in the AI-PR-review category.
Reproducible signal across thousands of repos. The PR-author lens a human PM provides with experience and intuition, available at PR open.
Risk, supply chain, scope alignment, maintenance cost, governance math, and more. Deterministic + Large Language Model (LLM) synthesized markdown reports you can paste into a review or share with your board.
Fleet dashboards across your org's public surface. Per-repo governance.pxf config — the policy is data,
not a Slack thread.
What Steward is and isn't
An OSS Program Manager does community work, strategic alignment, and contributor mentorship Steward doesn't touch. Steward is the operational half — the part you'd otherwise do in your margins.
| Category | What Steward does | What an OSS PM does that Steward doesn't |
|---|---|---|
| PR triage | 9-dim evaluation, risk scoring, contributor reputation, markdown reports. | Judgment calls ("this PR is risky but politically important; let's land it"). |
| Contributor relations | Reputation scoring, first-PR welcomes, mentorship state, dormancy detection, mentor handoff. | Strategic mentorship, conflict mediation, performance feedback. |
| Governance | governance.pxf policy-as-code, Developer Certificate of Origin (DCO) sign-off, individual + corporate Contributor License Agreement (CLA) gates (per-commit enforcement). | Sets the policy in the first place; arbitrates disputes. |
| Risk & compliance | Supply-chain (license, pinned, mission-drift, alternatives — manual + behavioral + LLM); Service Organization Control 2 (SOC2) shaped audit-bundle export. | Negotiates with downstream packagers; manages security disclosures. |
| Community & strategy | Not what we do. | Slack/Discord, events, DevRel, roadmap alignment, open-core boundary calls. |
Public, private, or both
The OSS framing leads because reputation-on-drive-by-PRs is the sharpest wedge against AI-PR-review tooling. But policy-as-code, supply-chain enforcement, CLA evidence, audit exports, and the multi-repo fleet dashboard apply identically to internal codebases — and for some buyers (compliance-driven companies, engineering leadership at growing teams) the private-repo angle is the stronger pull.
governance.pxf lives next to the code.One product, both audiences. If you're an engineering manager tired of re-litigating PR-review rules every quarter, or a compliance lead who wants CLA evidence, SOC2-shaped audit exports, and SSO into your existing Identity Provider without writing custom workflow glue — the OSS framing doesn't mean Steward isn't for you.
Anchor
The natural alternative isn't another PR-review tool — it's hiring an OSS Program Manager (~$200k/yr fully loaded) or continuing to triage drive-by contributions on Saturday afternoons. Business tier starts at $299/mo.
If you're a Series A–C startup with a public OSS surface — your core product or a critical open dependency — and your maintainers are doing the program- manager work in their margins, Steward is built for you.
Tell us about your repository →