<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Method on Kwak Jazz</title><link>https://gwils28.github.io/en/categories/method/</link><description>Recent content in Method on Kwak Jazz</description><generator>Hugo -- gohugo.io</generator><language>en</language><copyright>© 2026 Wilson Goma</copyright><lastBuildDate>Mon, 09 Nov 2026 00:26:26 +0100</lastBuildDate><atom:link href="https://gwils28.github.io/en/categories/method/index.xml" rel="self" type="application/rss+xml"/><item><title>A coding agent on a VPS: isolation, secrets and costs</title><link>https://gwils28.github.io/en/posts/agents-code-vps/</link><pubDate>Tue, 03 Nov 2026 00:00:00 +0000</pubDate><guid>https://gwils28.github.io/en/posts/agents-code-vps/</guid><description>A CPU VPS dedicated to the agent, reachable only over a private network, a separate production machine and GPUs rented by the hour: the state of play on 31 October 2026, from isolation to secrets and costs.</description><media:content xmlns:media="http://search.yahoo.com/mrss/" url="https://gwils28.github.io/posts/agents-code-vps/cover.png"/></item><item><title>Claude Code for data science: what changes in my working method</title><link>https://gwils28.github.io/en/posts/claude-code-methode-revisee/</link><pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate><guid>https://gwils28.github.io/en/posts/claude-code-methode-revisee/</guid><description>The lever is no longer the prompt but the context: what goes in, when, and what is handed to mechanisms that do not depend on the model. My method, revised as of 29 October 2026.</description><media:content xmlns:media="http://search.yahoo.com/mrss/" url="https://gwils28.github.io/posts/claude-code-methode-revisee/cover.png"/></item><item><title>Claude Code for data science and ML-AI Engineering: my working method</title><link>https://gwils28.github.io/en/posts/claude-code-data-science/</link><pubDate>Tue, 29 Sep 2026 00:00:00 +0000</pubDate><guid>https://gwils28.github.io/en/posts/claude-code-data-science/</guid><description>A fast-coding agent doesn&amp;rsquo;t replace method. How I work with Claude Code: context as the scarce resource, verification as the one non-negotiable step.</description><media:content xmlns:media="http://search.yahoo.com/mrss/" url="https://gwils28.github.io/posts/claude-code-data-science/cover.png"/></item></channel></rss>