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[SerendipityWalk]

Summary

Describe what changed and why.

Workstream

Select the primary workstream for this PR.

• Architecture / Docs
• Governance / Risk
• Evaluation / Analytics
• RAG Pipeline / Data
• Backend / API
• Frontend
• DevSecOps / Config

Expected Review Path

Use this as a quick reviewer guide. CODEOWNERS will request the formal reviewer(s) automatically once enabled.

• Architecture / Docs → @portiajefferson
• Governance / Risk → @portiajefferson, @neharajput
• Evaluation / Analytics → @SerendipityWalk
• RAG Pipeline / Data → @steffahv
• Backend / API → @megan-nepshinsky
• Frontend → @megan-nepshinsky
• DevSecOps / Config → @portiajefferson

Files Changed

List the main folders or files touched.

Validation

What did you test?

• Local run completed
• Relevant route or UI flow tested
• Docs updated if behavior changed
• No secrets, keys, or credentials committed
• Change stays within MVP scope

Risk / Impact

• Low
• Medium
• High

Notes on impact, blockers, or follow-up work:

Governance / Compliance Check

Required for changes affecting model behavior, retrieval, grounding, or outputs.

• Citation behavior reviewed
• Governance logic reviewed
• No change to regulated-output behavior
• If regulated-output behavior changed, architecture/compliance docs were updated

Deployment Notes

Anything the team needs to do after merge?

• None
• Environment variable update needed
• New dependency installed
• Data or index refresh needed
• Manual verification needed after merge

Reviewer Notes

Anything reviewers should focus on?