<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Development Environment on Mozabre As Idle Moments</title><link>https://mitz17.com/en/tags/development-environment/</link><description>Recent content in Development Environment on Mozabre As Idle Moments</description><generator>Hugo -- gohugo.io</generator><language>en-US</language><lastBuildDate>Thu, 05 Mar 2026 00:00:00 +0900</lastBuildDate><atom:link href="https://mitz17.com/en/tags/development-environment/index.xml" rel="self" type="application/rss+xml"/><item><title>A Ryzen 5 7600 + RTX 4070 Super PC Build — A ¥163,000 Local-AI &amp; Dev Machine</title><link>https://mitz17.com/en/blog/dev-pc-build-ryzen7600-rtx4070s/</link><pubDate>Thu, 05 Mar 2026 00:00:00 +0900</pubDate><guid>https://mitz17.com/en/blog/dev-pc-build-ryzen7600-rtx4070s/</guid><description>&lt;img src="https://mitz17.com/" alt="Featured image of post A Ryzen 5 7600 + RTX 4070 Super PC Build — A ¥163,000 Local-AI &amp; Dev Machine" /&gt;&lt;p&gt;This is the build I bought during the Black Friday sale in November 2024.&lt;br&gt;&#10;It isn&amp;rsquo;t the newest setup, but for balancing development and local-AI experiments I&amp;rsquo;m still very happy with it, so I&amp;rsquo;m sharing it as a real-world example.&lt;/p&gt;&#10;&lt;p&gt;Measured full-HD gaming benchmarks for this build are &lt;a class="link" href="https://mitz17.com/en/blog/pc-benchmark/" &gt;here&lt;/a&gt;.&lt;/p&gt;&#10;&lt;h2 id="contents"&gt;Contents&#10;&lt;/h2&gt;&lt;ul&gt;&#10;&lt;li&gt;&lt;a class="link" href="#main-uses" &gt;Main uses&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#why-i-upgraded" &gt;Why I upgraded&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#build-and-purchase-price" &gt;Build and purchase price&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#why-i-chose-each-part" &gt;Why I chose each part&lt;/a&gt;&#10;&lt;ul&gt;&#10;&lt;li&gt;&lt;a class="link" href="#ryzen-5-7600" &gt;Ryzen 5 7600&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#rtx-4070-super-vram-12gb" &gt;RTX 4070 Super (VRAM 12GB)&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#memory-32gb-16gb-x2-ddr5" &gt;Memory: 32GB (16GB x2 DDR5)&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#os" &gt;OS&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#case-antec-cx200-rgb-elite-micro-atx-mini-tower" &gt;Case (Antec CX200 RGB Elite, Micro-ATX mini tower)&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#power-supply-650w-80plus-bronze" &gt;Power supply (650W, 80PLUS Bronze)&lt;/a&gt;&lt;/li&gt;&#10;&lt;/ul&gt;&#10;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#wrapping-up" &gt;Wrapping up&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="#related-articles" &gt;Related articles&lt;/a&gt;&lt;/li&gt;&#10;&lt;/ul&gt;&#10;&lt;hr&gt;&#10;&lt;h2 id="main-uses"&gt;Main uses&#10;&lt;/h2&gt;&lt;ul&gt;&#10;&lt;li&gt;Hobby-level development (building apps, local AI training, etc.)&lt;/li&gt;&#10;&lt;li&gt;Local LLMs&lt;/li&gt;&#10;&lt;/ul&gt;&#10;&lt;h2 id="why-i-upgraded"&gt;Why I upgraded&#10;&lt;/h2&gt;&lt;p&gt;The GPU in my previous PC was a &lt;code&gt;GTX 760&lt;/code&gt; (Kepler generation, CUDA 3.0, VRAM 2GB).&lt;br&gt;&#10;Many recent versions of PyTorch and TensorFlow require CUDA 3.5 or higher, so it simply wouldn&amp;rsquo;t run them.&lt;br&gt;&#10;And even when something did run, 2GB of VRAM is a non-starter for AI work.&lt;/p&gt;&#10;&lt;p&gt;For these reasons, I decided to upgrade. (Games ran fine as long as I turned the visual quality down.)&lt;/p&gt;&#10;&lt;h2 id="build-and-purchase-price"&gt;Build and purchase price&#10;&lt;/h2&gt;&lt;figure&gt;&lt;img src="https://mitz17.com/blog/dev-pc-build-ryzen7600-rtx4070s/%E8%B3%BC%E5%85%A5%E3%83%91%E3%83%BC%E3%83%84%E4%B8%80%E5%BC%8F.jpg"&#10;&#9;&#9;&#9;alt="All the purchased parts"&gt;&#10;&lt;/figure&gt;&#10;&#10;&lt;table&gt;&#10;&#9;&lt;thead&gt;&#10;&#9;&#9;&#9;&lt;tr&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;th&gt;Part&lt;/th&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;th&gt;Model / Spec&lt;/th&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;th style="text-align: right"&gt;Price&lt;/th&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;th&gt;Store&lt;/th&gt;&#10;&#9;&#9;&#9;&lt;/tr&gt;&#10;&#9;&lt;/thead&gt;&#10;&#9;&lt;tbody&gt;&#10;&#9;&#9;&#9;&lt;tr&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;CPU + MB + RAM bundle&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;Ryzen 5 7600 / B650M Pro RS / DDR5 32GB&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td style="text-align: right"&gt;¥49,800&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;Sofmap&lt;/td&gt;&#10;&#9;&#9;&#9;&lt;/tr&gt;&#10;&#9;&#9;&#9;&lt;tr&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;GPU&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;RTX 4070 Super (VRAM 12GB)&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td style="text-align: right"&gt;¥93,500&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;Dospara&lt;/td&gt;&#10;&#9;&#9;&#9;&lt;/tr&gt;&#10;&#9;&#9;&#9;&lt;tr&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;SSD&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;M.2 NVMe 500GB&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td style="text-align: right"&gt;¥5,590&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;TSUKUMO&lt;/td&gt;&#10;&#9;&#9;&#9;&lt;/tr&gt;&#10;&#9;&#9;&#9;&lt;tr&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;Case&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;Antec CX200 RGB Elite&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td style="text-align: right"&gt;¥6,380&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;PC Koubou&lt;/td&gt;&#10;&#9;&#9;&#9;&lt;/tr&gt;&#10;&#9;&#9;&#9;&lt;tr&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;PSU&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;650W 80PLUS Bronze&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td style="text-align: right"&gt;¥7,645&lt;/td&gt;&#10;&#9;&#9;&#9;&#9;&#9;&lt;td&gt;Joshin&lt;/td&gt;&#10;&#9;&#9;&#9;&lt;/tr&gt;&#10;&#9;&lt;/tbody&gt;&#10;&lt;/table&gt;&#10;&lt;p&gt;&lt;strong&gt;Total: ¥162,915 (incl. tax)&lt;/strong&gt;&lt;/p&gt;&#10;&lt;ul&gt;&#10;&lt;li&gt;All bought online. No OS license cost (Ubuntu).&lt;/li&gt;&#10;&lt;li&gt;I later added Windows as a dual boot because I wanted to game.&lt;/li&gt;&#10;&lt;li&gt;HDD and secondary SSD are reused from before, so they aren&amp;rsquo;t included above.&lt;/li&gt;&#10;&lt;/ul&gt;&#10;&lt;h2 id="why-i-chose-each-part"&gt;Why I chose each part&#10;&lt;/h2&gt;&lt;h3 id="ryzen-5-7600"&gt;Ryzen 5 7600&#10;&lt;/h3&gt;&lt;p&gt;For AI and gaming, the GPU is the star of the show, so I went cost-first on everything else.&lt;br&gt;&#10;I considered cutting costs with a &amp;ldquo;core i5-14400&amp;rdquo; and DDR4 memory, but I settled on the Ryzen 5 7600 for the following reasons:&lt;/p&gt;&#10;&lt;ul&gt;&#10;&lt;li&gt;The Sofmap bundle was cheap&lt;/li&gt;&#10;&lt;li&gt;It&amp;rsquo;s AM5, so if I ever find the CPU lacking, upgrading is relatively easy&lt;/li&gt;&#10;&lt;li&gt;On AM5 the pins are on the motherboard side, so even if I drop the CPU there&amp;rsquo;s no risk of bending its pins&lt;/li&gt;&#10;&lt;/ul&gt;&#10;&lt;h3 id="rtx-4070-super-vram-12gb"&gt;RTX 4070 Super (VRAM 12GB)&#10;&lt;/h3&gt;&lt;p&gt;The GPU accounts for just under 60% of this build&amp;rsquo;s total (¥162,915).&lt;br&gt;&#10;When running AI locally, VRAM sets the ceiling on the model size you can load, so I prioritized it.&lt;br&gt;&#10;Since I need CUDA, AMD is out of the question. (No hard feelings, AMD — still rooting for you.)&lt;/p&gt;&#10;&lt;p&gt;To run 7B–13B-parameter-class LLMs, you need roughly 14–26GB of VRAM in FP16, but with 4-bit quantization even 12GB can handle the 7B–13B class in practice.&lt;br&gt;&#10;I chose it as the way to maximize VRAM within budget.&lt;/p&gt;&#10;&lt;p&gt;My case is white, so I wanted a white GPU to match, but going white would have added tens of thousands of yen, so I gave up on that.&lt;/p&gt;&#10;&lt;h3 id="memory-32gb-16gb-x2-ddr5"&gt;Memory: 32GB (16GB x2 DDR5)&#10;&lt;/h3&gt;&lt;p&gt;For AI and gaming the GPU is the star, so anything goes here.&lt;br&gt;&#10;At the time, RAM prices hadn&amp;rsquo;t spiked yet and 16GB and 32GB cost about the same, so I went with 32GB.&lt;br&gt;&#10;You can always add more RAM later, so 32GB is plenty to start with.&lt;/p&gt;&#10;&lt;h3 id="os"&gt;OS&#10;&lt;/h3&gt;&lt;p&gt;If you&amp;rsquo;re not gaming, there&amp;rsquo;s no reason not to use Ubuntu.&lt;/p&gt;&#10;&lt;h3 id="case-antec-cx200-rgb-elite-micro-atx-mini-tower"&gt;Case (Antec CX200 RGB Elite, Micro-ATX mini tower)&#10;&lt;/h3&gt;&lt;p&gt;My previous PC used a full-tower ATX case (Z9U3), which was huge and got in the way.&lt;br&gt;&#10;I went with a microATX board and case to save space.&lt;/p&gt;&#10;&lt;p&gt;As reviews point out, the &lt;code&gt;Antec CX200 RGB Elite&lt;/code&gt; is a bit fiddly to build in; interior space is limited, so cable management gets a little cramped.&lt;br&gt;&#10;That said, the finished look is very satisfying, and overall it was a more-than-passable choice.&lt;br&gt;&#10;I also like that, despite being compact, it has two 3.5-inch bays. (One of them shares space with a 2.5-inch bay.)&lt;/p&gt;&#10;&lt;p&gt;Later, when I tried to add an M.2 Wi-Fi adapter, the antenna cable running from the board to the rear slot had to take a long path, and routing it got quite tight.&lt;br&gt;&#10;If you think you might add one later, I strongly recommend buying a slightly longer antenna cable.&lt;/p&gt;&#10;&lt;h3 id="power-supply-650w-80plus-bronze"&gt;Power supply (650W, 80PLUS Bronze)&#10;&lt;/h3&gt;&lt;p&gt;For AI and gaming the GPU is the star, so cost-first again. The PSU is the one part where, honestly, anything goes. (Very much my personal opinion.)&lt;br&gt;&#10;650W is plenty for an RTX 4070 Super (TDP 220W) + Ryzen 5 7600 (65W).&lt;br&gt;&#10;A fully modular PSU makes routing spare cables easier, but I put that price difference toward other parts and went with a non-modular unit.&lt;br&gt;&#10;Will the day ever come when I can afford a fully modular PSU&amp;hellip;?&lt;/p&gt;&#10;&lt;h2 id="wrapping-up"&gt;Wrapping up&#10;&lt;/h2&gt;&lt;p&gt;I sincerely hope this improves everyone&amp;rsquo;s QOJPCL.&lt;/p&gt;&#10;&lt;h2 id="related-articles"&gt;Related articles&#10;&lt;/h2&gt;&lt;ul&gt;&#10;&lt;li&gt;&lt;a class="link" href="https://mitz17.com/en/blog/pc-benchmark/" &gt;Measuring the gaming performance of a Ryzen 5 7600 + RTX 4070 SUPER: main benchmarks at full HD&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="https://mitz17.com/en/blog/ansys-version-selector/" &gt;Why I built an Ansys version selector: reducing the risk of opening old analysis files in the wrong version&lt;/a&gt;&lt;/li&gt;&#10;&lt;li&gt;&lt;a class="link" href="https://mitz17.com/en/blog/mp3-normalizer-devlog/" &gt;Building an automatic volume-adjustment tool with Python and ffmpeg: a LUFS normalization dev log&lt;/a&gt;&lt;/li&gt;&#10;&lt;/ul&gt;&#10;</description></item></channel></rss>