Next.js Best Practices in 2026: The Boilerplate I Built So I Stop Repeating Myself

Building an investing knowledge graph, part 4: building the resolver

Building an investing knowledge graph, part 4: building the resolver Part 3 ended with a question I left open: how does the threshold actually get set, and what happens to the registry when new…

• Resolver determines if candidate entity mentions refer to same underlying entity
• Cost of wrong decisions includes incorrect inferences and partial answers
• Splink library powers resolver with DuckDB backend and FastAPI service

2026-09-01 ·dev.to

CDC with Sling: When Log-Based Works and When Query-Based Is Enough

Introduction Every team syncing an operational database to a warehouse eventually hits the same fork in the road. You have a mode: incremental replication that runs on a schedule, it works, and then a…

• Incremental replication loads data on a schedule, simpler with no special privileges.
• CDC reads transaction log for every change, including deletes, after initial load.
• Query-based CDC accurately replicates all changes, including deletes, from transaction log.

2026-09-01 ·dev.to

Fastpotify

2026-09-01 ·fastpotify.rocks