Pipeline-Pulse-Blog

Build an Autonomous AI Coding Agent on One PC

Build an Autonomous AI Coding Agent on One PC by: Regard VermeulenPublished on: 24/03/2026

Build a fully autonomous multi-agent AI coding swarm that runs from a single Telegram chat on one local Xeon workstation. Using Qwen 3.5 as brain, Claude Code as executor, Grok for planning, and smart soul files + fallback chains — this ZHC Personal Foundation turns vague ideas into working software subsidiaries with zero cloud costs and full privacy.

GithubHow ToAi Agents
Build an Autonomous AI Coding Agent on One PC

Building a Private, Fast, AI Expert on My Researched, Advanced Prompting Methodologies

Building a Private, Fast, AI Expert on My Researched, Advanced Prompting Methodologiesby: Regard VermeulenPublished on: 16/12/2025

Real case study: 35 k-word proprietary prompting methodology turned into a private, globally fast, AI expert using AWS Bedrock Knowledge Base, Claude 3.5 Haiku RAG, and Cloudflare Worker edge proxy. Almost zero ongoing cost, full IP control.

AI ArenaAWSCloudflare
Building a Private, Fast, AI Expert on My Researched, Advanced Prompting Methodologies

The Legendary Team – A .Claude Engineering Squad That Actually Works

The Legendary Team – A .Claude Engineering Squad That Actually Worksby: Regard VermeulenPublished on: 03/12/2025

I turned Claude Code from a brilliant but chaotic genius into a reliable senior dev teammate. Here’s the exact script and rules that cut my frustration by 90% and made me 200% more productive.

AutomationClaude Coder
The Legendary Team – A .Claude Engineering Squad That Actually Works

Comfyui RTX 3090 with Sage-attention

Comfyui RTX 3090 with Sage-attentionby: Regard VermeulenPublished on: 12/11/2025

The exact, battle-tested environment that lets solo creators run 81-frame Wan2.2 videos in ~120 sec on RTX 3090/4090 without a single crash – even in 2025.

Docker How ToComfyui
Comfyui RTX 3090 with Sage-attention

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