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Human-in-the-loop: Why Autonomy Should Not Be All or Nothing
ai

Human-in-the-loop: Why Autonomy Should Not Be All or Nothing

I woke up at 2:30 a.m. replaying the same question: what does autonomy really mean when you are the one who still has to clean up the mess.
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How I Built a Day/Night AI Development Loop with AAHP
ai

How I Built a Day/Night AI Development Loop with AAHP

A file-based protocol and two tools that let AI agents pick up where the last one left off. One for your VS Code sessions, one for overnight autonomous runs.
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AEGIS: The European Powerhouse Strategy: How AEGIS Unleashes Europe's Economic Sovereignty
AEGIS

AEGIS: The European Powerhouse Strategy: How AEGIS Unleashes Europe's Economic Sovereignty

Europe is often said to have lost the technological race to the USA and Asia. At Elvatis, we consider this diagnosis to be fundamentally wrong.
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Autonomy Needs Privacy Guardrails: The GitHub Leak That Should Not Have Happened
automation

Autonomy Needs Privacy Guardrails: The GitHub Leak That Should Not Have Happened

I automated a backup, accidentally staged the wrong things, and had to delete history. Here is the rollout discipline that keeps this from happening again.
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How I Run an Autonomous AI Assistant Without Losing Control
automation

How I Run an Autonomous AI Assistant Without Losing Control

Autonomy is not a personality trait. It is an engineering discipline: conventions, boundaries, failover, and rollout safety.
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I Built Six Plugins to Control My Entire Infrastructure From a Chat Window
OpenClaw

I Built Six Plugins to Control My Entire Infrastructure From a Chat Window

Docker containers, DNS records, smart home devices, GPU compute, RSS feeds, web hosting. All manageable from a single chat conversation. Here's what I built and why.
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