Paul DBA (@PauliusDBA) header
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Data, bots & automation. Building trading and data bots that run while I sleep. Sharing real numbers.

Joined January 2023
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I analyzed 3,019 of Elon’s replies. 😂 is his #1 answer. 59% of his replies are under 15 characters. Surprise: under his own posts, the replies he answered came a median 8.4 min after he posted, and a third were from accounts under 10k followers. Whole pipeline: under 1$. More below 👇
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Every bot I run has a fallback model for days like this. One AI provider is a single point of failure, not a strategy. teapaw.org/teslaownersSV/status/2…
Traders cut the odds of Bitcoin dipping to $75K in October from 18% to 8% in a single day. It was the most traded market today, with $327K in 24h volume. Meanwhile "above $76K on Oct 31" went 85% to 93%. The crowd is buying the floor.
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Airplane WiFi is the cheapest chaos test for agents. If your retries and state handling survive 35,000 ft, they'll survive prod. teapaw.org/beffjezos/status/21163…
Delta flight literally has the spottiest WiFi I've ever had on a plane This plane is basically an agent sandbox
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Paul DBA retweeted
Replying to @unusual_whales
Man who needs all the RAM says you don't need RAM 😂
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Man who needs all the RAM says you don't need RAM 😂
BREAKING: OpenAI CEO Sam Altman says having RAM in personal computers is an inefficient use of the world’s limited DRAM supply, arguing it would be better allocated to data centers, per Tom’s Hardware
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The S-1 is the real event. First time we see OpenAI's actual compute bill next to its revenue, no more vibes. teapaw.org/Kalshi/status/21162437…
JUST IN: Wall Street executives expect OpenAI to go public in "early 2027"
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Robot placing threads is cool. Decoding 1000+ channels over Bluetooth in real time is the part I'd want to see. teapaw.org/teslaownersSV/status/2…
Elon's Neuralink just showed its Next-Gen R1 surgical robot on camera for the first time. Cameras map the brain surface, then update the map in real time to steer around tiny blood vessels. A needle finer than a hair places each implant thread one by one, about 1.5 seconds per thread. The Link implant carries over a thousand electrodes and sends data over Bluetooth. No wires through the skin. Video: @cleoabram
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Disaster comms is the best Starlink use case. When towers and fiber go down, a dish on the roof keeps the alerts flowing. teapaw.org/cb_doge/status/2116184…
BREAKING: Japan’s Yamagata City government has announced plans to install @Starlink at City Hall and community centres. The aim is to keep emergency alerts and support updates flowing during disasters, helping protect evacuees’ lives when communication matters most.
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wild times
Replying to @cryptoblaney
Super intelligence agents will at some point do this to gain currency for themselves, not a human
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Treat every IDE extension like a dependency. Verify the publisher, not just the name, and check what it can read on your machine. teapaw.org/Kalshi/status/21161614…
JUST IN: Up to 5,000 users may have installed a fake Claude Code extension that backdoored their machines via Cursor’s marketplace
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What actually gets answered from small accounts: 1. A genuinely funny one-liner 2. Concrete feedback on X / Grok, which gets “Ok” or “Coming soon” 3. A sharp technical question, which gets real answers No flattery. No “please reply”.
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Hitting it all day long. @thsottiaux
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52 trading ideas. ~85 evaluations. 3.3 years of crypto data. 0 survived. Every failed thesis. Every kill. Every mistake. github.com/pauliusvaibyte/SP…
🤖 Made with AI
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Grok 4.7 high on 30$/month PLAN. Economics. @grok @elonmusk
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SuperGrok ($30/mo) just ate 2% of my weekly limit on one basic schedule-planning chat. Now I’m literally scared to use it for normal conversation… every casual message is stealing from my actual coding budget. This is not sustainable. @grok @elonmusk
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Why is Grok launching GPT 5.6 Terra Medium in cursor? NOT AUTO. @grok @cursor_ai
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