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Engineering, security and operations in practice.
Short articles on what we apply in software, cloud, AI orchestration, content protection and infrastructure.
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October 16, 2026·6 min read
Traditional automation is broken
88% of organizations already use AI, but only 6% extract real EBIT impact. Spend leaks in process architecture: Toggle Tax, brittle RPA, and the 2026 shift to agentic AI orchestration.
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October 2, 2026·9 min read
Beyond Generative Hype: How System One Models Redefine Backend Architecture
LLMs in critical backend flows add latency, schema drift and cost. System One Models — like JEV — judge, classify and decide in code, without synthesizing text.
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September 9, 2026·7 min read
How to protect your site content from AIs, robots and automated readers
Robots.txt, AI crawler user-agents, WAF and Cloudflare features like AI Labyrinth: what actually reduces automated harvesting — and what does not make you invisible.