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Notes from building AI products in the open: memory systems, validation before building, and what the marketing pages don't admit. There is also Radar — a generated, unedited daily scan of what moved in AI tooling.

  1. Memory APIs for AI agents: a buyer's guide (April 2026)
    2026-04-16 · 9 min read

    Honest comparison of Mem0, Zep, Letta, and Smara — verified April 2026 pricing, tradeoffs the marketing pages don't admit, and a decision framework.

  2. Validating before building — what MCP Doctor taught me
    2026-04-16 · 5 min read

    I shipped a product to the graveyard before it shipped to customers. The four-minute validation habit I've now made permanent.