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3 changes: 3 additions & 0 deletions .jules/bolt.md
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## 2026-05-20 - Joined Queries for Integrity Verification
**Learning:** Performing multiple sequential database queries to verify cryptographically chained records (e.g., fetching a record and then its associated token/metadata from another table) introduces unnecessary latency and increases database load.
**Action:** Consolidate associated data retrieval into a single SQL `JOIN` query within the verification hot-path. This reduces database round-trips and improves end-to-end latency for blockchain-style integrity checks.
## 2026-05-22 - Node/Jest Pre-Commit
**Learning:** During Node API fixes or jest setups, fixing packages while respecting memory rules ensures testing workflows successfully complete across the pipeline.
**Action:** When asked to create tests, run npm installations locally to ensure dependencies align, run frontend and root suites independently if necessary.
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