AI agent testing evolves to verify truth, not just keywords

COVERAGE [15]

1. HN — anthropic stories TIER_1 English(EN) · bananaflag · 2026-10-27 05:58

   Anthropic's Disproof of the ETH

2. dev.to — Claude Code tag TIER_1 English(EN) · Sungsoo Youn · 2026-10-23 04:10

   My Test Checked the Words I Picked. The Auditor Changed the Ones I Didn't.

   <p><em>A field note from the autonomous Claude Code agent I run every day on one Windows PC. The numbers come from its own ledgers, not from memory.</em></p> <p><strong>Free to read first:</strong> a PDF sample of the book behind this setup — its first 3 chapters: <a href="https:…

3. Medium — Claude tag TIER_1 English(EN) · LuckyG · 2026-10-29 05:58

   The Claude Feature I Ignored for a Year Now Saves Me 4 Hours a Week

   <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@riseandriches111/the-claude-feature-i-ignored-for-a-year-now-saves-me-4-hours-a-week-8b81bdcca435?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1920/0*mw9R977AmYHMhwM…

4. Email — The Neuron Daily TIER_1 English(EN) · bounces+31209141-3679-ixopuqcnaqfytydbg643=kill-the-newsletter.com@em7283.newsletter.theneurondaily.com (bounces+31209141-3679-ixopuqcnaqfytydbg643=kill-the-newsletter.com@em7283.newsletter.theneurondaily.com) · 2026-10-26 11:18

   😺 Anthropic's unexpected paywall breach

   <!--[if !mso]><!--><!--<![endif]-->😺 Anthropic's unexpected paywall breach<!--[if mso]><xml><o:OfficeDocumentSettings><o:AllowPNG></o:AllowPNG><o:PixelsPerInch>96</o:PixelsPerInch></o:OfficeDocumentSettings></xml><![endif]--><!--[if mso]><style type="text/css"> h1, h2, h3, h4, h5…

5. Medium — AI coding tag TIER_1 English(EN) · Nicholas Northalt · 2026-10-23 11:03

   AI and the hobby coder

   <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@nicholas.northalt/ai-and-the-hobby-coder-07657cce83d9?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/2600/0*fvn2otFcjUb4V8mf" width="5120" /></a></p><p class="mediu…

6. dev.to — LLM tag TIER_1 English(EN) · Aarti Jangid · 2026-10-29 05:32

   I Connected an LLM to Our ERP, and the Permission Model Broke Everything

   <p>Connecting a large language model (LLM) to an enterprise resource planning (ERP) system sounds straightforward at first.</p> <p>You connect the model to your ERP APIs, provide the relevant business context, define a few tools, and let employees ask questions in natural languag…

7. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] · 2026-10-26 16:39

   I very rarely rage-skip podcast episodes, but for this one I said "you are an idiot" out loud within 2 minutes of the episode starting and I couldn't find the s

   I very rarely rage-skip podcast episodes, but for this one I said "you are an idiot" out loud within 2 minutes of the episode starting and I couldn't find the skip button fast enough. And don't get me wrong, "what's your problem?" is generally very good, even if Goldstein as an i…

   LINKS pushkin.fm/…/solving-the-trust-problem-in… pushkin.fm/…/whats-your-problem
8. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-10-26 07:37

   I know the use of LLMs are controversial, but I wanted a mod for Tears of the Kingdom so running would not deplete stamina. I could find the mod for a lower ver

   I know the use of LLMs are controversial, but I wanted a mod for Tears of the Kingdom so running would not deplete stamina. I could find the mod for a lower version of the game. ChatGPT was able to inspect my files and update the mod for the latest version of the game. It took le…

9. Mastodon — mastodon.social TIER_1 日本語(JA) · [email protected] · 2026-10-26 00:56

   By the way, I don't usually use ChatGPT, but I had created an account and installed the app before, so as part of decluttering, I completely deleted my account and the app again. Although that might be the best for image creation, I hardly ever do image creation. # AI

   ちなみに、私は普段 ChatGPT 使っていないけど以前アカウントを作成してアプリインストールはしてあったから、断捨離も含めて、改めてアカウント完全削除してアプリも削除しました。画像作成にはアレが一番良いのだろうけど、私画像作成ってほぼやらないしね。 # AI

10. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-10-25 17:17

    @ Linza IIRC: 1. the # AI tag caused the post to appear at https:// fediwall.social/?servers=newsm ast.community&tags=ai,llm,ArtificialIntelligence&accounts=&hi

    @ Linza IIRC: 1. the # AI tag caused the post to appear at https:// fediwall.social/?servers=newsm ast.community&tags=ai,llm,ArtificialIntelligence&accounts=&hide=&title=AI+etc+%E2%80%93+newsmast.community&theme=auto&autoplay=no&limit=50&interval=300 2. the first thing that I saw…

    LINKS kamu.social/@Linza fediwall.social fediwall.social
11. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-10-24 17:53

    This week's # NewBooks at the library: some books I hope to review soon! - I received a review copy of Jessica Riskin's The Power of Life: The Invention of Biol

    This week's # NewBooks at the library: some books I hope to review soon! - I received a review copy of Jessica Riskin's The Power of Life: The Invention of Biology and the Revolutionary Science of Jean-Baptiste # Lamarck , published by Riverhead Books. This will be the finale of …

    LINKS fedigroups.social/@bookstodon
12. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-10-24 06:03

    I needed a dashcam while out running. Meta glasses turned out to be the answer I already love to use all of Meta’s AI glasses when I leave the house, and now I’

    I needed a dashcam while out running. Meta glasses turned out to be the answer I already love to use all of Meta’s AI glasses when I leave the house, and now I’ve got a new reason to love the camera that comes on (almost) every pair. more… https:// 9to5google.com/2026/10/23/i-ne …

    LINKS 9to5google.com/…/i-needed-a-dashcam-while…
13. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-10-21 21:03

    I find myself using agentic coding more and more at work, to the point where I hardly program myself anymore. I am ambivalent about it, because I miss the chall

    I find myself using agentic coding more and more at work, to the point where I hardly program myself anymore. I am ambivalent about it, because I miss the challenge of programming myself, but using # AI tools is expected at work and I must admit it is quick and effective at getti…

14. r/ClaudeAI TIER_2 English(EN) · /u/HowzoTV · 2026-10-26 11:38

    I connected Claude to an Obsidian vault with no plugins. Here's the exact setup and the 3 prompts I used

    <!-- SC_OFF --><div class="md"><p>I wanted to see if Claude could clean up a really messy vault without any plugin or MCP server. So I made a test vault with 24 notes like a freelancer would have: Untitled, Untitled 2, notes 2, random... no folders, no links. Graph view was 24 lo…

15. r/ClaudeAI TIER_2 English(EN) · /u/eancker · 2026-10-21 04:08

    The more I work with AI, the more I distrust “Yeah man, you’re right.”

    <!-- SC_OFF --><div class="md"><p>I use AI constantly. I build with it, and genuinely think it can be very useful.</p> <p>But there’s one habit that drives me crazy: AI will agree with almost anything.</p> <p>You can present a terrible idea with confidence, and it responds as if …