Three MCP Python SDK Advisories, and the One an Upgrade Will Not Fix
Originally published at x1y1.co . On October 27, 2026, GitHub added three advisories for the MCP Python SDK (the mcp package on PyPI) to its Advisory Database, …
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Originally published at x1y1.co . On October 27, 2026, GitHub added three advisories for the MCP Python SDK (the mcp package on PyPI) to its Advisory Database, …
Most "AI vector generators" over the past two years did the exact same thing under the hood: generate a raster PNG, then run an aggressive auto-tracer over it—l…
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I started building VARYN because I wanted to explore a practical question: how much control should a user have over an AI workspace before it sends data to exte…
在电商场景里,商品详情页的评论区往往藏着比商品参数更真实的信息。用户会在这里吐槽物流、夸赞做工、抱怨色差,也会用一句话概括“值不值”。把这些评价数据抓下来,做情感分析和质量评估,就能把零散的口碑变成可量化的决策依据。 本文从工程落地角度出发,完整走一遍「抓取 → 清洗 → 情感分析 → 质量评估 → 可视化」的链路…
Quick answer: Elicitation lets an MCP server ask the client to collect a missing value from the user mid-call, instead of immediately failing or guessing. Use i…
Your Live Stream Is Playing. Is It Still Live? You unplug the encoder. The video player still shows a sharp image. The red LIVE badge is still on. And nobody kn…
I had a batch importer stamping DateTime.Now onto every row it processed. A few hundred thousand rows, one timestamp each, nothing I'd ever think twice about. T…
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