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Engineering Notes
Long-form notes on systems I've built, patterns I rely on, and lessons from production.
architecture
2025-03-12 · 1 min readDesigning Idempotent Notification Dispatch
How subscription snapshots, idempotency keys, and per-channel retry policies keep multi-channel notifications reliable at scale.
backend patterns
2025-02-28 · 1 min readPrisma Migrations Without Surprising Production
Expand-contract patterns, backward-compatible schema changes, and when to reach for raw SQL in Prisma projects.
AI engineering
2025-01-15 · 1 min readRAG Chunking for Engineering Documentation
Chunk size, overlap, and metadata strategies that improve retrieval quality for technical content—not marketing copy.