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  • Adversarial review: what made the Bun rewrite possible

    Adversarial review: what made the Bun rewrite possible

    01-08-2026

    Bun was rewritten from Zig to Rust in a million-line PR. The interesting part is not the languages, it is the workflow: 64 Claudes running one implementer, two adversarial reviewers and one fixer.

  • Test in English: a week with Stagehand

    Test in English: a week with Stagehand

    18-07-2026

    A week learning end-to-end testing, and the library that made it click: Stagehand lets you write test steps in plain English, so an AI reads the page and figures out what to do.

  • Chunk smarter: why context beats text splitting

    Chunk smarter: why context beats text splitting

    11-07-2026

    Three ways to cut a document for RAG — text splitting, semantic chunking, and contextual chunking. Same document, three cuts. Only the last one stops the retriever from lying.

  • From intern to lead — my journey

    From intern to lead — my journey

    02-11-2024

    The story of how I went from intern to team lead at Level SuperMind, shared on LinkedIn.