<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>AI on Samuel Matildes - Knowledge Base</title><link>https://matildes.dev/ai/</link><description>Recent content in AI on Samuel Matildes - Knowledge Base</description><generator>Hugo</generator><language>en</language><atom:link href="https://matildes.dev/ai/index.xml" rel="self" type="application/rss+xml"/><item><title>Deploy Hermes Agent in a Proxmox LXC with Community Scripts</title><link>https://matildes.dev/ai/hermes-agent-proxmox-lxc/</link><pubDate>Wed, 07 Oct 2026 00:00:00 +0000</pubDate><guid>https://matildes.dev/ai/hermes-agent-proxmox-lxc/</guid><description>&lt;p&gt;&lt;i class="fas fa-cube" aria-hidden="true"&gt;&lt;/i&gt; A small, repeatable Hermes Agent deployment for a Proxmox VE container.&lt;/p&gt;
&lt;div class="kb-callout kb-callout--warning"&gt;
 &lt;div class="kb-callout__title"&gt;
 &lt;i class="fas fa-triangle-exclamation" aria-hidden="true"&gt;&lt;/i&gt;
 &lt;span&gt;Community-maintained installer&lt;/span&gt;
 &lt;/div&gt;
 &lt;div class="kb-callout__body"&gt;
 This installer is maintained by the Community Scripts project, not by Nous Research. It downloads and runs code from external sources. Review the current script and use it only on a Proxmox host you administer.
 &lt;/div&gt;
&lt;/div&gt;

&lt;h2 id="before-you-start"&gt;Before you start&lt;a class="td-heading-self-link" href="#before-you-start" aria-label="Heading self-link"&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;p&gt;Have the following ready:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;A Proxmox VE host with capacity for a new LXC container.&lt;/li&gt;
&lt;li&gt;A current backup or recovery plan for the host and any affected storage.&lt;/li&gt;
&lt;li&gt;Outbound HTTPS access from the host and the new container.&lt;/li&gt;
&lt;li&gt;A model-provider account or an approved OpenAI-compatible endpoint. Complete provider authentication only in Hermes&amp;rsquo; interactive setup; do not put credentials in shell history or documentation.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The Community Scripts page currently lists a Debian 13 profile with 2 vCPUs, 4 GiB of RAM, and 20 GiB of disk. Treat these as installer defaults, not sizing guidance. Select the advanced installer flow when your workload needs different limits.&lt;/p&gt;</description></item><item><title>Self-Host Honcho on Kubernetes with LiteLLM, Redis, and GitHub Copilot</title><link>https://matildes.dev/ai/honcho-litellm-github-copilot/</link><pubDate>Mon, 05 Oct 2026 00:00:00 +0000</pubDate><guid>https://matildes.dev/ai/honcho-litellm-github-copilot/</guid><description>&lt;p&gt;&lt;i class="fas fa-brain" aria-hidden="true"&gt;&lt;/i&gt; A self-hosted memory service for Hermes, with LiteLLM as the model gateway and GitHub Copilot as an upstream provider.&lt;/p&gt;
&lt;div class="kb-callout kb-callout--warning"&gt;
 &lt;div class="kb-callout__title"&gt;
 &lt;i class="fas fa-triangle-exclamation" aria-hidden="true"&gt;&lt;/i&gt;
 &lt;span&gt;Illustrative configuration only&lt;/span&gt;
 &lt;/div&gt;
 &lt;div class="kb-callout__body"&gt;
 Every hostname, namespace, IP address, image version, model name, key and resource value in this guide is an &lt;strong&gt;example&lt;/strong&gt;. Do not paste it into a production cluster unchanged. Create your own secrets outside Git, verify the current upstream image and model names, and apply your own network, backup and update policies.
 &lt;/div&gt;
&lt;/div&gt;

&lt;h2 id="architecture-at-a-glance"&gt;Architecture at a glance&lt;a class="td-heading-self-link" href="#architecture-at-a-glance" aria-label="Heading self-link"&gt;&lt;/a&gt;&lt;/h2&gt;
&lt;figure class="honcho-architecture"&gt;
 &lt;img src="architecture.svg" alt="Diagram showing the relationship between Hermes, Honcho, LiteLLM, Redis, PostgreSQL with pgvector, and LLM endpoints"&gt;
&lt;/figure&gt;
&lt;p&gt;The request path is deliberately split into specialised layers:&lt;/p&gt;</description></item></channel></rss>