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

Every serious Next.js project I start needs the same fifteen things before the actual product exists: authentication, layouts, permissions, environment validation, an API client, i18n, UI primitives, SEO metadata, tests, linting, formatting, Docker, CI, error tracking, analytics. None of that is the product. All of it has to exist before the product can ship. I kept rebuilding this foundation…

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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

I Followed the Appeal Path. There Was No Appeal.

This is part four of the Defender Access series. Each part is standalone, but here is the thread if you are landing here cold: Part one — OpenAI says verified defenders get more access, so I…

  • Denied access with no appeal options
  • Support states verification has no retries
  • Different terminology used for program

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