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    <title>DEV Community: 邓超</title>
    <description>The latest articles on DEV Community by 邓超 (@fieldnotesdc).</description>
    <link>https://dev.to/fieldnotesdc</link>
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      <title>DEV Community: 邓超</title>
      <link>https://dev.to/fieldnotesdc</link>
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      <title>A site I keep coming back to for Jev001</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sun, 04 Oct 2026 10:16:23 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/a-site-i-keep-coming-back-to-for-jev001-a2d</link>
      <guid>https://dev.to/fieldnotesdc/a-site-i-keep-coming-back-to-for-jev001-a2d</guid>
      <description>&lt;p&gt;I've been comparing TypeSafe's System One decision model with the Laya open-source version for weeks now, mostly through scattered papers and half-finished forum threads. Someone in a group chat dropped a link to jev001, and honestly it's become my default starting point. It pulls together docs, real-world test notes, and community arguments about the Jev decision model without the usual hype. I like that it shows disagreements instead of pretending everything is settled. The Laya section is thinner, but what's there is practical, and I've already borrowed two debugging tricks from other people's write-ups. It felt less like a sales page and more like a shared notebook, which is rare. If you're knee-deep in either model, give it a bookmark. I found it at &lt;a href="https://jev001.org/" rel="noopener noreferrer"&gt;https://jev001.org/&lt;/a&gt; and haven't regretted the click once.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://jev001.org/" rel="noopener noreferrer"&gt;Jev decision model&lt;/a&gt;&lt;/p&gt;

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      <category>webdev</category>
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      <title>Finally Found a YouTube to MP3 Converter That Just Works</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sun, 04 Oct 2026 10:16:14 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/finally-found-a-youtube-to-mp3-converter-that-just-works-2fn3</link>
      <guid>https://dev.to/fieldnotesdc/finally-found-a-youtube-to-mp3-converter-that-just-works-2fn3</guid>
      <description>&lt;p&gt;I've tried a bunch of YouTube to MP3 converters over the years, and most of them are either covered in sketchy ads or fail halfway through. Last week a friend sent me youtubemp3hub.com and I figured I'd give it a shot. Honestly, it's been great. You paste a YouTube link, pick your bitrate — I usually go with 192 kbps for music and 128 for podcasts — and it just converts. No apps to install, no weird pop-ups. I've used it on my laptop and my phone, and both worked fine. The 320 kbps option is nice when I want better quality for my headphones. It's not fancy, but it does exactly what it says. If you still download audio from YouTube now and then, this one's worth keeping bookmarked. I've already used it a dozen times.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://youtubemp3hub.com/" rel="noopener noreferrer"&gt;youtubemp3hub.com&lt;/a&gt;&lt;/p&gt;

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      <title>Finally found a photo manager that respects my privacy</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sun, 04 Oct 2026 10:15:22 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/finally-found-a-photo-manager-that-respects-my-privacy-9a3</link>
      <guid>https://dev.to/fieldnotesdc/finally-found-a-photo-manager-that-respects-my-privacy-9a3</guid>
      <description>&lt;p&gt;I've been putting off organizing my photo library for years because every app I tried wanted me to upload everything to the cloud first. Last weekend a friend mentioned lapphotos, and I finally gave it a shot. It's open source and works entirely offline, so nothing leaves my drive unless I want it to. I pointed it at a folder with about 40,000 images, and it indexed everything pretty quickly. Browsing feels instant, and the search actually finds things by date, location, or even rough descriptions. What sold me is that it handles huge libraries without choking, and I don't have to trust some company with years of family pictures. If you've been looking for a local photo library app that keeps things private and simple, this is the one I'm sticking with.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lapphotos.com/" rel="noopener noreferrer"&gt;local photo library app&lt;/a&gt;&lt;/p&gt;

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      <title>Finally, a Better Way to Track GitHub Trends</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sun, 04 Oct 2026 10:15:14 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/finally-a-better-way-to-track-github-trends-4g0j</link>
      <guid>https://dev.to/fieldnotesdc/finally-a-better-way-to-track-github-trends-4g0j</guid>
      <description>&lt;p&gt;I used to start every morning by manually browsing GitHub Trending, clicking through each language tab and category to spot new repositories. It was tedious, and I always missed projects that appeared during my sleep. Last week, a colleague mentioned git-homed, a site that automatically tracks GitHub Trending daily and organizes new entries by language and category. I was skeptical at first, but after trying it, I'm hooked. It aggregates everything in one clean view, so I can see what's hot in Python, JavaScript, or any niche I care about without the endless scrolling. The categories help me discover tools I didn't even know I needed. If you're tired of missing repos, check out git-homed.org. It's become my go-to morning read, and honestly, it saves me at least twenty minutes a day.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://git-homed.org/" rel="noopener noreferrer"&gt;git-homed.org&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
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    <item>
      <title>A Site That Finally Makes Prompt Engineering Click</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sun, 04 Oct 2026 10:14:25 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/a-site-that-finally-makes-prompt-engineering-click-9gh</link>
      <guid>https://dev.to/fieldnotesdc/a-site-that-finally-makes-prompt-engineering-click-9gh</guid>
      <description>&lt;p&gt;I've been drowning in AI tools and prompt tricks lately, so when a friend sent me ai-homed.org, I almost ignored it. Glad I didn't. It's not another hyped-up newsletter—just clear, practical walkthroughs. The prompt engineering section broke down why my "act as a senior developer" prompts kept failing (spoiler: I wasn't giving context). The tool reviews are honest, with real pros and cons, not affiliate fluff. What sold me: a step-by-step tutorial on building a simple RAG chatbot that actually worked on my first try. I've since bookmarked their news digest too. If you're tired of surface-level AI content, give ai-homed.org a look. It feels like a fellow tinkerer sharing notes, not a sales pitch.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://ai-homed.org/" rel="noopener noreferrer"&gt;ai-homed.org&lt;/a&gt;&lt;/p&gt;

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      <title>A Prompt Site That Actually Saves Me Time</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sun, 04 Oct 2026 10:14:17 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/a-prompt-site-that-actually-saves-me-time-fdf</link>
      <guid>https://dev.to/fieldnotesdc/a-prompt-site-that-actually-saves-me-time-fdf</guid>
      <description>&lt;p&gt;I've been generating AI images for months now, and my biggest bottleneck was always writing prompts from scratch. Last week a friend dropped a link in our group chat, and I finally checked it out between meetings. It's an image prompt library at &lt;a href="https://aiimgprompt.com/" rel="noopener noreferrer"&gt;https://aiimgprompt.com/&lt;/a&gt; with ready-to-use prompts sorted by style and subject, plus side-by-side model comparisons that show how the same prompt renders in different tools. That comparison feature alone saved me from wasting credits testing things blindly. The generation tips are short and practical too, not padded blog filler. I copied a cinematic portrait prompt, tweaked two words, and got a usable result on the first try. If you're tired of guessing what phrasing works, this one's worth a bookmark.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://aiimgprompt.com/" rel="noopener noreferrer"&gt;image prompt library&lt;/a&gt;&lt;/p&gt;

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    <item>
      <title>A Site That Finally Tracks Jev and Laya Clearly</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sat, 03 Oct 2026 10:13:45 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/a-site-that-finally-tracks-jev-and-laya-clearly-43go</link>
      <guid>https://dev.to/fieldnotesdc/a-site-that-finally-tracks-jev-and-laya-clearly-43go</guid>
      <description>&lt;p&gt;I've been digging into TypeSafe's System One decision model lately, and honestly, the scattered docs and forum threads were driving me a bit nuts. Someone in a Discord server mentioned jev001, and I figured it was just another half-finished wiki. Turns out it's actually good. It keeps track of Jev and the open-source Laya models in one place, with real benchmarks, not just marketing fluff. I spent an hour reading their side-by-side tests and community notes, and it answered questions I'd been stuck on for days. If you're tinkering with either model, the Jev API reference alone is worth a bookmark. It's not flashy, but it feels like someone built it because they were annoyed by the same gaps I was. I'll definitely be checking back as new releases drop.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://jev001.org/" rel="noopener noreferrer"&gt;Jev API&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
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    <item>
      <title>Quick note: a site that finally handles YouTube to MP3 properly</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sat, 03 Oct 2026 10:13:36 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/quick-note-a-site-that-finally-handles-youtube-to-mp3-properly-2opj</link>
      <guid>https://dev.to/fieldnotesdc/quick-note-a-site-that-finally-handles-youtube-to-mp3-properly-2opj</guid>
      <description>&lt;p&gt;I keep a running list of small tools that quietly make my week easier, and this one earned a spot today. A friend sent me a lecture recording on YouTube that I wanted to listen to on a long drive, no signal for most of the route. youtubemp3hub handled it in a couple of minutes: pasted the link, picked 320 kbps since it's mostly speech with music, and the file was ready before I finished making coffee. What I like is that the quality options are actually there, 128 through 320, instead of being hidden behind some sketchy redirect chain. It worked the same on my phone and laptop, which is rare. If you ever need YouTube to MP3 320kbps, this is the one I've been coming back to. Link: YouTube to MP3 320kbps at &lt;a href="https://youtubemp3hub.com/" rel="noopener noreferrer"&gt;https://youtubemp3hub.com/&lt;/a&gt; — worth bookmarking.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://youtubemp3hub.com/" rel="noopener noreferrer"&gt;YouTube to MP3 320kbps&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
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    <item>
      <title>Finally found a photo manager that stays offline</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sat, 03 Oct 2026 10:12:47 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/finally-found-a-photo-manager-that-stays-offline-12g8</link>
      <guid>https://dev.to/fieldnotesdc/finally-found-a-photo-manager-that-stays-offline-12g8</guid>
      <description>&lt;p&gt;I've been meaning to sort out my photo mess for ages. Years of phone dumps and old camera folders, all sitting in random directories, and every tool I tried wanted me to upload everything to some cloud I didn't trust. A friend mentioned Lap last week, so I gave it a shot. It's a local-first, open-source photo manager that just points at your own folders and indexes them right there on your machine. Nothing gets uploaded, which is the part I care about most. I ran it against my main drive and it handled tens of thousands of files without choking. Browsing by date, searching by location or camera, even catching near-duplicates, all offline. If you've got a sprawling library you've been avoiding, it's worth a look. I set it up as my local photo library app and haven't looked back: &lt;a href="https://lapphotos.com/" rel="noopener noreferrer"&gt;https://lapphotos.com/&lt;/a&gt; Simple, private, and it just works.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lapphotos.com/" rel="noopener noreferrer"&gt;local photo library app&lt;/a&gt;&lt;/p&gt;

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    <item>
      <title>A Site That Finally Tames GitHub Trending</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sat, 03 Oct 2026 10:12:39 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/a-site-that-finally-tames-github-trending-4738</link>
      <guid>https://dev.to/fieldnotesdc/a-site-that-finally-tames-github-trending-4738</guid>
      <description>&lt;p&gt;I used to open GitHub Trending every morning, then waste twenty minutes scrolling through the same old repos and trying to remember what was actually new. Last week a friend dropped a link in our dev chat, and I haven't gone back since. Git Homed tracks the trending list daily, but the magic is that it sorts everything by language and category, so I can ignore the JavaScript noise and jump straight to Python tools or Rust projects. It also flags what's newly on the list, which saves me from re-reading yesterday's finds. I've already starred three repos I would've missed. If you check trending often, give it a shot: &lt;a href="https://git-homed.org/" rel="noopener noreferrer"&gt;https://git-homed.org/&lt;/a&gt;. It's quiet, fast, and doesn't beg for your email.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://git-homed.org/" rel="noopener noreferrer"&gt;Git Homed&lt;/a&gt;&lt;/p&gt;

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      <title>A Site I Keep Coming Back To</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sat, 03 Oct 2026 10:11:50 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/a-site-i-keep-coming-back-to-4bg4</link>
      <guid>https://dev.to/fieldnotesdc/a-site-i-keep-coming-back-to-4bg4</guid>
      <description>&lt;p&gt;I stumbled on a site last month while hunting for a straight answer about prompting techniques, and it's quietly become one of my daily reads. No fluff, no fifty-paragraph preamble before the actual tip — just clear breakdowns, tool reviews, and tutorials I can actually use. The other day I needed a quick way to compare a couple of AI writing tools, and instead of digging through a dozen tabs, I found a side-by-side that saved me an hour. What I appreciate most is that the posts read like someone actually tested things, not just rewrote a press release. If you're into prompt engineering, AI news, or practical walkthroughs, give AI Frontier a look. It's the kind of resource that earns a bookmark fast.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://ai-homed.org/" rel="noopener noreferrer"&gt;AI Frontier&lt;/a&gt;&lt;/p&gt;

</description>
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    <item>
      <title>Finally Found a Prompt Site That Doesn't Waste My Time</title>
      <dc:creator>邓超</dc:creator>
      <pubDate>Sat, 03 Oct 2026 10:11:42 +0000</pubDate>
      <link>https://dev.to/fieldnotesdc/finally-found-a-prompt-site-that-doesnt-waste-my-time-2i7m</link>
      <guid>https://dev.to/fieldnotesdc/finally-found-a-prompt-site-that-doesnt-waste-my-time-2i7m</guid>
      <description>&lt;p&gt;I've been generating AI images for about a year now, mostly for fun and the occasional blog header. The hardest part was never the model, it was figuring out what to type. Last week I stumbled on a site that actually organizes things by use case instead of dumping a thousand random strings on you. There are ready-to-use prompts for portraits, landscapes, product shots, plus side-by-side model comparisons so you can see how Midjourney handles a prompt versus Stable Diffusion before you waste credits. The generation tips section fixed my lighting problem in about ten minutes. If you're tired of guessing, I'd bookmark this image prompt library at &lt;a href="https://aiimgprompt.com/" rel="noopener noreferrer"&gt;https://aiimgprompt.com/&lt;/a&gt; and just start from something that already works. Not sponsored, just genuinely useful for once.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://aiimgprompt.com/" rel="noopener noreferrer"&gt;image prompt library&lt;/a&gt;&lt;/p&gt;

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