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Notes // Engineering
Backend and AI systems, explained plainly.
2026-09-29 // 4 min read
pgvector versus an external vector database
How the data and transaction boundary should shape vector storage decisions.
2026-09-29 // 4 min read
Designing a multi-model LLM fallback router
Provider contracts, bounded retries, and explicit degraded behavior.
2026-09-29 // 3 min read
Why AST evidence belongs in AI-assisted code review
Separating repeatable code evidence from probabilistic explanation.