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Role deep dive

Backend problems we’re tracking

API governance, schema drift, and observability blind spots.

Backend

Unowned API breaking changes

Teams merge breaking changes because reviewers can’t see downstream impact in time.

High PainAI Opportunity

SaaS angle

Provide a schema proxy that simulates consumer contracts and blocks risky merges with Slack + Jira alerts.

Contact

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