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18815h ago · 3 min read · I spent six months convinced I had found the perfect Claude Code setup. Then a security researcher laughed in my face. (I deserved it.) Look, I get it. You're on V2EX reading about developers trying to squeeze GitHub Copilot's GPT-5.4 into Claude Cod...
Join discussion2d ago · 4 min read · If you’re searching claude vs gpt-5 which is better, you’re probably not looking for a vibes-based take—you want to know which model actually wins for your workload. The honest answer: neither is “best” universally. They’re optimized around different...
Join discussion3d ago · 8 min read · title: "Google's $40B Anthropic Bet: What It Means for Developers" published: true description: "Google's $40B Anthropic investment loops back as Google Cloud spend. Here's what it means for developers building on Claude." tags: ["anthropic", "ai", "...
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6d ago · 5 min read · Transitioning from traditional logistics systems to intelligent, automated platforms can seem daunting, but a methodical approach breaks the journey into manageable phases. This tutorial guides development teams through implementing core automation c...
Join discussionApr 14 · 4 min read · x402 Upto Usage-Based Pricing: agentwallet-sdk Compatibility Confirmed The most important change in x402 this month is not another exact-price payment demo. It is upto. That billing pattern fixes a real agent problem: the seller often knows the maxim...
Join discussionApr 13 · 10 min read · Welcome to Module B3 — Retrieval, Really. Five posts about the boring-sounding, product-defining skill of getting the right context into your model at the right moment. Module B1 taught you how to call the function. Module B2 taught you how to write ...
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Apr 13 · 12 min read · Here's the bug that changed how I write LLM code. I shipped a feature that used Claude to summarise support tickets. It worked beautifully in dev. On day three in prod, a teammate pinged me: "Hey, I sent in the same ticket twice and got two completel...
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Apr 13 · 12 min read · Your agent runs in a REPL. A user types a question, the agent loop makes five tool calls, returns an answer, and exits. It works beautifully. You deploy it behind a web service. The user sends a request, the agent starts working, and then: The reque...
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Apr 13 · 12 min read · This is the last post of AI for Builders. Twenty-eight posts ago we started with a mental model — the LLM is a function, not a friend — and walked through how to call it, how to prompt it, how to retrieve for it, how to give it tools, how to ship it,...
EAli commentedApr 13 · 10 min read · Every multimodal AI demo you see on a conference stage has the same shape. A person holds up a picture of their fridge. The model says "you have eggs, milk, two bell peppers, and some leftover Thai food." The crowd applauds. The demo ends. Nobody shi...
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