AI圈报教程 / 实战普通
From Pilot Purgatory to Agentic Chaos: Why Medium Enterprises Keep Breaking Their Own SDLCs
内容摘要
Somewhere between 200 and 2,500 employees sits the most dangerous company size in tech right...
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Stablecoins just got their rulebook - and the paperwork that follows can't go into a chatbot
Today, October 21, 2026, the US Office of the Comptroller of the Currency published the final rule...
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A 10-Domain Security Review Checklist for AI Agents
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The free upgrade that raised your bill
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DeepSeek V4.1 Flash on 8 B300: vLLM vs DeepInfer, 600K+ tokens/s
DeepSeek has open-sourced DeepInfer, the engine behind its own production service. We put it head to...
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How to make Codex review Claude Code's commits: done means, house rules and round rules
In my last post I showed the basic loop: Claude Code writes in its own worktree, Codex reviews the...
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Idempotency keys for AI agents: why hashing the arguments doesn't work
When an agent replays a run, the model rewrites the email and the hash changes. Here's why idempotency keys must come from stable intent, never from generated content.
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Perplexity Red-Teamed Its Agent Sandbox: The VM Held, the Network Didn't
TL;DR On September 23, 2026, Perplexity's Secure Intelligence Institute published...
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Erasing text from manga in the browser, without an inpainting model (and where that ran out)
imgtranslator.com translates the text in an image and redraws it in place: a menu, a product photo, a...
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Best Preview Environment Tools for Kubernetes
TL;DR: The best tool depends on how it isolates each pull request, and what that costs in licenses...
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FlipCheck: snap a thrift find, get a fair price and a ready listing (Gemma 4 + TabPFN)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Posted after...
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