✦ Engineering & Thought Log

Articles & Insights

Autonomous AI agents, legal-by-design frameworks (AI Act & GDPR), and UAV engineering.

6 min read

Autonomous Multi-Agent Systems on European Cloud

Architecture, GDPR data sovereignty, and 24/7 orchestration of autonomous agents on European VPS infrastructure.

9 min read

Designing Your Local Agent Network for NVIDIA PAIR — Distributed Inference Across Devices

NVIDIA PAIR turns idle home PCs into a distributed inference cluster for AI agents. How to design a local agent network with tiered routing, multi-device parallelism, and Hermes Agent.

8 min read

The Convergence of Agent Architectures: Why Everyone Is Building the Same Two-Plane System

NVIDIA AVO, the AOS reference architecture, and the Auton framework all converged on the same pattern: a two-plane design separating governance from execution for production autonomous agents.

6 min read

NVIDIA AVO: When Autonomous Agents Run for 7 Days and Beat Expert Engineers

NVIDIA's AVO architecture ran autonomously for 7 days, optimized GPU kernels beyond FlashAttention-4, and scored 100% on ARC-AGI-3. System design > model choice.

6 min read

From Solo Founder to Agent-Driven Company with 19 Autonomous Cron Jobs

How I built 19 autonomous AI cron jobs on a €3.79/mo VPS for content, CRM, legal monitoring, and system health — all agent-driven with 99.7% uptime.

5 min read

Web Performance Optimization: How I Cut Page Size by 61%

A technical walkthrough of reducing HTML page weight from 86KB to 34KB and achieving 100 PageSpeed with external CSS, JS, WebP, and non-blocking WebGL.

4 min read

Building a Digital Twin That Posts 9x Daily

How I built an autonomous AI agent with Hermes that creates and publishes content across X, LinkedIn, and blog without human intervention.

6 min read

AI Act Compliance for Small AI Companies

Practical legal-by-design framework for startups building AI products in the EU. From risk assessment to automated audit-ready documentation.

5 min read

Autonomous Drone Missions with ArduPilot & Python

Building a production-grade UAV system with Pixhawk, ArduPilot, and Python-based mission planning for automated multi-waypoint flights.