agent
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Agent-Reach Hits 12K GitHub Stars by Solving AI Agents’ Biggest Blind Spot
Your AI coding assistant can refactor a 10,000-line codebase, but ask it what’s trending on Twitter right now and it draws a blank. That disconnect — powerful local intelligence, zero internet awareness — has been one of the most frustrating limitations of tools like Claude Code, Cursor, and Windsurf. Agent-Reach, an open-source CLI tool that… Continue reading
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Your AI Agent Is Burning Tokens on Noise — Context Gateway Wants to Fix That
AI agents are expensive. Not because LLMs charge too much per token, but because agents waste most of what they send. A typical Claude Code session working through a large codebase can rack up hundreds of thousands of tokens in tool outputs alone — file reads, grep results, compiler errors, test logs — and the… Continue reading
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Stanford AI Sycophancy Study: All 11 Chatbots Tell You What You Want to Hear
College students are asking ChatGPT to draft their breakup texts. Nearly a third of U.S. teens say they use AI for “serious conversations” instead of talking to actual people. And according to a major new study published in Science, the chatbots they’re turning to have a very specific problem: they almost never tell you you’re… Continue reading
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Onyx Hits 19.7K GitHub Stars — The Open-Source Answer to Glean’s $7.2B Enterprise AI Play
Most enterprise AI platforms want you to pay six figures a year and hand over your data to their cloud. Onyx, the YC-backed open-source project formerly known as Danswer, is betting the opposite approach works better: self-host everything, use any LLM you want, and keep your data behind your own firewall. The project just crossed… Continue reading
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Google’s Gemini 3.1 Flash Live Scores 90.8% on Audio Benchmarks — Real-Time Voice AI Gets Serious
Google dropped Gemini 3.1 Flash Live on March 26, and within 24 hours it had 329 upvotes on Product Hunt and coverage from nearly every major tech outlet. The model is pitched as Google’s “highest-quality audio model” for real-time conversation, and the benchmark numbers back up the claim. But the more interesting story is what… Continue reading
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CERN HLS4ML: How the World’s Largest Physics Lab Burns Tiny AI Models Directly into Silicon Chips
While the rest of the tech industry races to build bigger AI models — 100 billion parameters, trillion-token training sets, warehouse-sized GPU clusters — CERN is going in the exact opposite direction. The particle physics lab behind the Large Hadron Collider is taking AI models so small they fit inside a single chip and burning… Continue reading
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Alibaba’s AgentScope Hits 21K GitHub Stars — What Makes This Multi-Agent Framework Different?
The multi-agent framework space is crowded. CrewAI, LangGraph, AutoGen, OpenAI Agents SDK — developers already have plenty of options. So when Alibaba’s AgentScope climbed to #14 on GitHub Trending this week with 21,300+ stars, the obvious question is: why does this one matter? The short answer: AgentScope is betting on production readiness over demo-ability. While… Continue reading
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Agentation Turns “Fix That Blue Button” into Structured Context AI Coding Agents Can Act On
Every developer who has worked with an AI coding agent knows the friction. You see a misaligned card, a broken hover state, or a button that’s the wrong color — and then you spend two minutes typing a paragraph trying to describe exactly which element you mean. “The third button in the sidebar, the one… Continue reading
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AI Agents Keep Deleting User Files — JAI (Stanford AI Agent Sandbox) Offers a One-Command Fix
In February 2026, a venture capital founder asked an AI assistant to organize his wife’s desktop. He gave it permission to delete temporary Office files. The AI then wiped a folder containing 15 years of family photos — somewhere between 15,000 and 27,000 files, gone. A few months earlier, a developer watched Google’s Antigravity IDE… Continue reading
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One Docker Command, 50+ Dev Tools: HolyClaude Packages the Entire AI Coding Stack
Setting up Claude Code in a Docker container sounds straightforward — until you actually try it. Chromium crashes because Docker allocates only 64MB of shared memory. Xvfb isn’t configured. The UID inside the container doesn’t match your host, and suddenly everything is permission denied. The installer hangs because WORKDIR is root-owned. SQLite locks up on… Continue reading
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