๐ฅ Check out this must-read post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Before rendering a report or dashboard artifact, call validate_artifact with the complete manifest and bounded snapshot.Official description & argument declarationBefore rendering a report or dashboard artifact, call validate_artifact with the complete manifest and bounded snapshot. Fix validation errors there first; do not use render_artifact as an iterative validator because failed render attempts can create visible placeholder cards. After validation passes outside Work Mode, use render_artifact to host the complete Data Analytics dashboard or report manifest with a bounded snapshot inside the MCP app; this…
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**What Youโll Learn**: Apple's unusually timed announcement of new Mac mini and Mac Studio models this week was driven by unexpectedly strong enterprise appetite for AI hardware, according to The Information. Apple normally releases new Mac models in the autumn, closer to October or November, making this week's announcement unusually early, falling just before the anticipated arrival of new iPhone models. The Information says that the AI-driven boom in โMac Studioโ and โMac miniโ sales is behind the early launch. Apple noticeably promoted the ability to link multiple…
๐ Check out this trending post from Hacker News ๐ ๐ **Category**: ๐ก **What Youโll Learn**: Coding agents keep pushing the cost of writing software close to zero. This is valuable because writing software has historically been a big part of the work needed to ship software. For a lot of projects, testing, documenting, packaging, and other code-adjacent work have consumed much less effort, when theyโre done at all.But the writing part has always bundled with it another important part that weโve been taking for granted: understanding software. Aside from the most basic comp sci homework problems, itโs pretty hard…
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**What Youโll Learn**: A few years years ago the curl project signed up and became a CNA. This means that we are masters of and can allocate our own CVE identifiers. For any security problems within our territory, it is we who decides if the issue should get a CVE or not. No more bogus CVEs. 57 CVEs During these years we have published fifty-seven separate security vulnerabilities with their associated CVE identifiers. Getting a CVE for an issue is easy and really quickly done when you are…
โจ Discover this awesome post from Hacker News ๐ ๐ **Category**: ๐ก **What Youโll Learn**: Somewhere around 11 PM on a Tuesday โ it's always a Tuesday โ you will attempt to catalog a book printed in Lyon in 1642 and the software will ask for an ISBN. Not politely. Insistently. A red border. A validation error. A small, pixel-perfect indignity. Your book has a colophon. A printer's device. A privilรจge du Roy. It has survived the Fronde, two world wars, and at least one previous owner who annotated it in pencil. What it does not have is a thirteen-digit…
โจ Explore this trending post from Hacker News ๐ ๐ **Category**: ๐ก **What Youโll Learn**: ## Summary When content hashing is enabled, we currently allocate and zero a new 64 KiB buffer for every file we copy and hash during streaming extraction. This PR reuses one buffer across the wheel instead. For the PyTorch wheel used in the benchmarks, that reduces buffer allocations for hashing from 11,120 to one, while keeping the buffer size at 64 KiB per active wheel. The following measurements compare #21327 at `a188b8e833aef3c3b4b60a32ed9fafe6ac74186a` with this optimization applied on top, before moving the change onto `main`. They…
๐ฅ Discover this must-read post from Hacker News ๐ ๐ **Category**: ๐ก **What Youโll Learn**: 2026-08-29 โ 2026-08-30 It's possible to just connect two computers together with Ethernet and do a bit of IP configuration: # On sender... ip address add dev eth0 fd42:dead:beef::1/48 ip link set dev eth0 up # On receiver... ip address add dev eth0 fd42:dead:beef::2/48 ip link set dev eth0 up After a few seconds, pings should work: # On receiver... / # ping fd42:dead:beef::1 64 bytes from fd42:dead:beef::1: icmp_seq=1 ttl=64 time=0.649 ms 64 bytes from fd42:dead:beef::1: icmp_seq=2 ttl=64 time=0.376 ms 64 bytes from fd42:dead:beef::1: icmp_seq=3…
โจ Explore this trending post from Hacker News ๐ ๐ **Category**: ๐ก **What Youโll Learn**: Weโll get to the asterisk. I run Wirewiki.com, a website to inspect internet infrastructure like domain names. It helps people check (historic) DNS records, DNS delegation, email deliverability config, etc. There are a ton of sites that offer this (growing faster than ever thanks to vibe coding), so I need a way to stand out. I picked tool quality / usefulness and UX. The autocomplete is the main way to navigate Wirewiki, so it should be as complete, accurate and fast as possible. I want…
โจ Check out this insightful post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Today we released by far the largest update in the history of OpenClaw. It was built by 933 contributors, including 569 first-time contributors, and is composed of over 16,000 pull requests. You can read the full release notes HERE. This update touches every part of OpenClaw, including installation, messaging, memory, skills, models, automations, the browser and native apps, plugins, security, and a very long tail of fixes. We started by simplifying installation and rebuilding the browser app as a first-class experience, but doing that…
