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    <title>Aliaksei Novikau — Writing</title>
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    <description>Posts on distributed systems, real-time advertising, reliability and side projects.</description>
    <language>en</language>
    <lastBuildDate>Sun, 25 Oct 2026 00:00:00 GMT</lastBuildDate>
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      <title>13 cassettes and a program that listens for me</title>
      <link>https://anovikau.com/writing/tape-archive/</link>
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      <pubDate>Sun, 25 Oct 2026 00:00:00 GMT</pubDate>
      <description>Six hours of family tapes from 1980 to 2000, catalogued on a CPU: songs, talk, dates said out loud, and one song found on five different tapes. What real recordings taught me about thresholds and hallucinations.</description>
      <category>Experiments</category>
      <category>Python</category>
      <category>Whisper</category>
      <category>Audio</category>
      <category>Open source</category>
      <category>Side project</category>
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      <title>Our users moved to Sweden overnight</title>
      <link>https://anovikau.com/writing/users-moved-to-sweden-overnight/</link>
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      <pubDate>Thu, 22 Oct 2026 00:00:00 GMT</pubDate>
      <description>Analytics said a big share of Paperspell's users suddenly lived in small Swedish towns. They weren't bots and they weren't Swedish: a floating SDK version had started sending events from 127.0.0.1.</description>
      <category>Engineering</category>
      <category>Product analytics</category>
      <category>PostHog</category>
      <category>Flutter</category>
      <category>Mobile</category>
      <category>Debugging</category>
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    <item>
      <title>Cookieless isn't anonymous</title>
      <link>https://anovikau.com/writing/cookieless-is-not-anonymous/</link>
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      <pubDate>Mon, 19 Oct 2026 00:00:00 GMT</pubDate>
      <description>Chrome kept third-party cookies, yet ads still recognise you. How Unified ID 2.0 turns the email you log in with into a token, what genuinely improved, and what didn't.</description>
      <category>Engineering</category>
      <category>Privacy</category>
      <category>AdTech</category>
      <category>Cookieless</category>
      <category>UID2</category>
      <category>Data protection</category>
    </item>
    <item>
      <title>Не учить, а участвовать: зачем мне «Кола»</title>
      <link>https://anovikau.com/ru/writing/kola/</link>
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      <pubDate>Sun, 18 Oct 2026 00:00:00 GMT</pubDate>
      <description>Как программист из Варшавы собрал мужской круг у костра на Висле: откуда взялась идея, чему я учился как фасилитатор, как прошли первые две встречи и почему я в этом круге не учитель, а участник.</description>
      <category>Life</category>
      <category>Кола</category>
      <category>Эмиграция</category>
      <category>Группы равных</category>
      <category>Варшава</category>
    </item>
    <item>
      <title>ARTF: the idea is right, the contract works against it</title>
      <link>https://anovikau.com/writing/artf-agents-in-the-auction/</link>
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      <pubDate>Fri, 16 Oct 2026 00:00:00 GMT</pubDate>
      <description>IAB Tech Lab's Agentic Real-Time Framework turns the ad auction into a platform for agents from any vendor. Four places where its contract still hurts, and why MCP belongs on the orchestrator.</description>
      <category>Engineering</category>
      <category>AdTech</category>
      <category>RTB</category>
      <category>AI agents</category>
      <category>MCP</category>
      <category>System design</category>
    </item>
    <item>
      <title>My AI memory, my rules</title>
      <link>https://anovikau.com/writing/my-ai-memory/</link>
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      <pubDate>Wed, 14 Oct 2026 00:00:00 GMT</pubDate>
      <description>5,362 ChatGPT conversations that Claude knows nothing about. An experiment in a memory that belongs to me rather than to an AI provider: plain Markdown in a private git repository, readable by any assistant. The design, and what a 5% pilot showed about cost and quality.</description>
      <category>Experiments</category>
      <category>AI</category>
      <category>Personal AI</category>
      <category>Knowledge management</category>
      <category>LLM</category>
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    <item>
      <title>The NDA was in a git branch</title>
      <link>https://anovikau.com/writing/the-nda-was-in-a-git-branch/</link>
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      <pubDate>Thu, 08 Oct 2026 00:00:00 GMT</pubDate>
      <description>A friendly recruiter, a real-looking healthcare project and an NDA that could only be read with git checkout. Inside the tarball: a post-checkout hook that would have run a stranger's script on my laptop. What the hook does, which git commands trigger it, and how I open such archives now.</description>
      <category>Experiments</category>
      <category>Security</category>
      <category>Git</category>
      <category>AI agents</category>
      <category>Hiring scams</category>
    </item>
    <item>
      <title>AI and the human: a conversation with Anthropic's AI Interviewer</title>
      <link>https://anovikau.com/writing/anthropic-interviewer/</link>
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      <pubDate>Wed, 07 Oct 2026 00:00:00 GMT</pubDate>
      <description>Anthropic Interviewer, Claude asking questions for Anthropic's research team, asked me how AI is changing my work and my life. The full conversation, translated from Russian: why running several agents at once feels almost addictive, what I don't want AI to change, and who should share in what it creates.</description>
      <category>Life</category>
      <category>AI</category>
      <category>Anthropic</category>
      <category>Work</category>
      <category>Society</category>
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    <item>
      <title>Моё интервью с Anthropic об искусственном интеллекте</title>
      <link>https://anovikau.com/ru/writing/anthropic-interviewer/</link>
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      <pubDate>Wed, 07 Oct 2026 00:00:00 GMT</pubDate>
      <description>Anthropic Interviewer, Claude, который задаёт вопросы от имени исследовательской команды Anthropic, расспросил меня, как ИИ меняет мою работу и жизнь. Полный текст разговора: почему от агентов так трудно оторваться, что я не хотел бы, чтобы ИИ менял, и кому должны достаться его блага.</description>
      <category>Life</category>
      <category>ИИ</category>
      <category>Anthropic</category>
      <category>Работа</category>
      <category>Общество</category>
    </item>
    <item>
      <title>I ran 104 of my emails through Jev. I'm still not switching</title>
      <link>https://anovikau.com/writing/jev-on-my-inbox/</link>
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      <pubDate>Fri, 02 Oct 2026 00:00:00 GMT</pubDate>
      <description>Jev, the new model from TypeSafe AI, answers typed questions with calibrated probabilities instead of text. On 104 of my real emails it was four times faster than Gemini Flash-Lite and nearly as accurate, and as a pre-filter it would have skipped 35–42% of LLM calls. Why my email agent still doesn't use it.</description>
      <category>Experiments</category>
      <category>AI</category>
      <category>LLM</category>
      <category>Open source</category>
      <category>Privacy</category>
      <category>Email agent</category>
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