Insights and ideas from the people building

    Notes on shipping AI features in production — what worked, what we'd do differently, and what we're learning between projects.

    InsightsAugust 4, 2026

    Agents in production: what actually breaks

    Retries, tool timeouts, and silent context truncation cause more incidents than model quality ever does. Here's the checklist we run before an agent goes live.

    By Pavlo Pohuliailo6 min
    Agents in production
    RAG retrieval
    InsightsJuly 22, 2026

    RAG is a retrieval problem, not a model problem

    By Pavlo Pohuliailo5 min
    Zypto on the Play Store
    ProjectsJune 30, 2026

    Shipping the Zypto crypto app to the Play Store

    By Stanislav Hohulia4 min
    Weekly sprints
    TeamJune 12, 2026

    How a four-person studio runs weekly sprints

    By Hanna Saiko3 min
    Six-week MVP
    InsightsMay 28, 2026

    What a six-week MVP actually includes

    By Pavlo Pohuliailo4 min
    CoinTapGo in Telegram
    ProjectsApril 27, 2026

    Building CoinTapGo inside Telegram in four weeks

    By Pavlo Pohuliailo5 min
    No account managers
    TeamMarch 15, 2026

    Why we don't put account managers between you and the code

    By Maryna Kovalenko3 min

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