⚡ Bolt: [performance improvement] - #231
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💡 What: Replace JS in-memory counting with database aggregation (COUNT, GTE, INARRAY) for Dashboard KPIs. 🎯 Why: The previous logic fetched every task and issue from the database into memory, causing an N+1 scaling bottleneck as projects grew. 📊 Impact: Eliminates large full-table data transfers and JS filtering overloads, offloading work to the database and improving endpoint speed linearly. 🔬 Measurement: Monitor KPI dashboard loading time and observe reduced CPU / memory usage on the Node server. Co-authored-by: bobdivx <6737167+bobdivx@users.noreply.github.com>
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Replaces JS in-memory counting with database aggregation (COUNT, GTE, INARRAY) for Dashboard KPIs. The previous logic fetched every task and issue from the database into memory, causing an N+1 scaling bottleneck as projects grew. By eliminating large full-table data transfers and JS filtering overloads, work is offloaded to the database, improving endpoint speed linearly. Monitoring KPI dashboard loading time and observing reduced CPU / memory usage on the Node server will confirm this optimization. Also includes a Bolt journal entry reflecting on the importance of Astro/Drizzle DB aggregation functions.
PR created automatically by Jules for task 13823493474548911083 started by @bobdivx