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Agent assistants are having their App Store moment. Grok, Dots, and hundreds more agents are all getting in on the game, claiming to be able to perform “any task you throw at it.” There was also a recent viral case of a user and an investor’s Instinct negotiating a
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Key Takeaways * Active-active replication is a data-ownership problem first; conflict handlers only clean up what the ownership model failed to prevent. * Last-writer-wins converge every replica to the same value, but convergence is not correct: concurrent counter updates are silently discarded and both sites agree on the wrong number. * Delta resolution
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The Times 03/Jan/2009: Chancellor on the brink of second bailout for banks. Satoshi Nakamoto put that headline in Bitcoin's genesis block on January 3rd, 2009, not as metadata. not as a timestamp. but as a statement. The idea behind Bitcoin was simple: money should not require
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A static page can return the correct HTML and still display the wrong content once JavaScript runs. On a small AI-assisted website, an index.html alias exposed exactly that failure: the server supplied an interior page, then client-side route selection replaced it with the homepage. The useful fix was to
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Disclosure: I use Strike Finance for copy trading, hold its token, and earn referral fees from Strike. I'm not affiliated with Strike. This article has no referral links, and the toolkit is free and MIT-licensed. * Copying a trader doesn't give you the trader's results.
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Since first proposed in 2020 by the European Commission, the MiCA (Markets in Crypto-Assets) legal framework has come a long way, entering full force by December 2024. This set of rules is designed to regulate crypto-asset markets and related companies (especially companies), in order to protect European users. That'
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I’ll never forget the post-mortem. It was 4:45 PM on a Thursday before a long holiday weekend. A critical staging microservice died after a team refactored their database connectivity. An engineer, desperate to log off and avoid ruining their weekend, jumped straight into the management console. They attached
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In 2023, the trick was knowing how to word a prompt. In 2026, every serious AI model follows instructions well enough that phrasing stopped being the bottleneck. The bottleneck is now what information the model has when it answers. That is context engineering, the discipline of designing everything the model
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I regularly see early-stage tech founders fixated entirely on their product roadmaps, user acquisition costs, and server architecture. When a term sheet finally arrives from an overseas angel syndicate or a cross-border incubator, the immediate instinct is to sign it, wire the funds, and get back to writing code. But
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In June 2026, I wrote a design document for what I called an Autonomous Semantic Vector Graphics Engine: a locally hosted multimodal agent where an LLM acts as an architect, decomposes a prompt into named components, draws them in a see-think-act loop, and hands you back clean, semantic SVG. It
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Anthropic finally put its cards on the table. The public Form S-1 hit EDGAR on October 26, 2026, and the headline numbers are the kind that make a growth investor reach for a stiff drink: $16.3 billion of revenue in the first six months of 2026, net revenue retention
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As it prepares to go public, Anthropic’s S-1 filing makes generative AI’s methane dependency glaringly obvious. “Competition for access to electrical supply and data center locations with adequate power availability is intense.” In documents filed with the US Securities and Exchange Commission Monday, Anthropic acknowledges that data centers
