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Updated: 2026-07-28
Let me tell you about one more thing I have. A whole pile of automations and robots run across my machines. Some every hour, some at night, some watch the mail, some watch the sync…
How is your voice-note pipeline set up? I record a huge number of voice notes. I have written about this before, and about the problem: a voice note turns into text and then it is …
Does anyone read papers on arxiv.org? It is focused on scientific work that researchers publish. I have another simple idea. I want to put up there both the things I wrote earlier …
Grok as a third pair of eyes for code Not much gets written about Grok for coding. I haven't come across anything practical yet, which is a shame, it's a good product. We use it. Y…
How AvaTrade runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this forex broker.
How Exness runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this forex broker.
How FP Markets runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this forex broker.
How IC Markets runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this forex broker.
Flags — the regions we asked our observer pool for while recording this ad in this channel. That is a label on our request, not a confirmed place of viewing: when no account is available in the requested country the pool silently substitutes another and does not say so. It is not the advertiser's targeting country either. We stopped requesting the region on {date}, so newer creatives carry no flags at all. The channel's main country (by its language) is highlighted in blue; regions under 5% are collapsed into +N.
Let me tell you about one thing I set up for myself. I call it the gotcha-checker. Gotchas, you get the idea, are our repeating screw-ups. The spots where my AI trips, walks in cir…
We introduced one thing at our shop, we call it Second Opinion. A second opinion. My main agent is Claude, and the second opinion is Codex from ChatGPT. That kind of safety net. No…
Here is another thing I have been thinking about. Maybe someone can tell me how best to build it. I have several Claude and Codex instances on several machines. On three machines I…
BUILDING IN THE OPEN, IN KARPATHY'S LINE I have thought up one more thing. First I will study Andrej Karpathy's GitHub, his repositories, his approach, what he published and where.…
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