Straughter "BatmanOsama" Guthrie jmanhype

FoA-Style Tool Discovery for MCP Servers

Analysis of "Federation of Agents: A Semantics-Aware Communication Fabric for Large-Scale Agentic AI" (arXiv:2509.20175) and its application to MCP tool discovery.

FoA Key Concepts

Versioned Capability Vector (VCV) Structure

From the paper, each agent advertises a VCV:

Proxmox Infrastructure - batmanosama

ZimaBoard running Proxmox VE 8.4.1 with LXC containers

Quick Access

Service	Local URL	Public URL
Proxmox UI	https://192.168.1.123:8006	-
CyberTask	http://192.168.1.190:3000	https://viable-system.com

3090 Local AI Stack Setup

Deterministic + LLM-augmented software generation for RTX 3090 (24GB)

Overview

This stack combines Sean Chatman's deterministic tools with local LLM inference on your RTX 3090.

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Inferal Workspace Architecture: How We Work at Inferal

Your org's brain that AI can use

This is not our product. This document describes our internal operating environment - how we run the company. We share it to show the environment you'd join and demonstrate our philosophy in action. For what we're building, see What We're Building below.

This document describes the conceptual architecture of our company workspace - a text-based, version-controlled knowledge and operations hub designed to replace tools like Notion and Webflow while being natively accessible to AI assistants.

Why We Built This

AI Coding Assistants: What I Actually Use

TL;DR for Pranav: Claude Code is my primary driver. Codex is good but works best as a second opinion, not the main tool. Here's my complete setup.

The Short Answer

What do I prefer? Claude Code, hands down.

Building Your Own Private Intranet: A Guide to Digital Independence

Why You Need This

Digital IDs, surveillance capitalism, deplatforming, internet shutdowns, social credit systems. The centralized internet is becoming a liability. This guide shows you how to build a completely self-contained, portable, internet-independent network for your family, community, or organization.

Goals:

✅ No internet dependency
✅ Portable and self-contained
✅ Open source everything

LVM Thin Pool Disaster: Lessons Learned from a Proxmox Media Server

TL;DR: Don't Set Up Thin Pools Like This

I spent hours fighting filesystem corruption on my Proxmox media server. The root cause? LVM thin pool with only 20MB of physical free space. Here's what went wrong and how to avoid it.

The Setup

Hardware: Proxmox VE 8.4.1 with Seagate SlimBUP 931GB external drive
Storage: LVM thin pool (SlimBUP) with containers for Plex and media services

3-Layer Evaluation Stack for Skills

A complete system for building, deploying, and measuring Claude skills using real captured traffic.

Overview

This stack enables evaluation-driven development for Claude skills:

Build skills from documentation (Skill Seeker)
Expose skills via MCP middleware (Director)
Capture real Claude Code API traffic (CC Trace)

	# OpenCode / Claude Code Capabilities Demo

	A comprehensive demonstration of AI-powered development workflows using Claude Code (Anthropic's CLI) and OpenCode with the oh-my-opencode plugin.

	## Project Built: Markdown Editor

	Repository: https://github.com/jmanhype/markdown-editor

	A full-featured Electron markdown editor with:
	- Live preview with CodeMirror 6

	# The Frozen Backbone: Dantean Architectures in Neural Representation

	A philosophical framework connecting modern deep learning architecture to Dante's Inferno, specifically mapping the frozen backbone paradigm and neural collapse to the nine circles of Hell.

	## Core Concept

	The frozen backbone paradigm transforms neural networks into an "inverted funnel" terminating in a structurally immutable, frozen center—mirroring the frozen lake of Cocytus at the bottom of Dante's abyss.

	## The Nine Circles → Neural Network Layers