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AI Engineers Shift to 'Loop Engineering' as Dangerous 'Loopmaxxing' Trend Threatens Runaway Costs and System Failures

AI Engineers Shift to 'Loop Engineering' as Dangerous 'Loopmaxxing' Trend Threatens Runaway Costs and System Failures

Jun 22, 2026
TechTalks - Technology solving problems... and creating new ones

AI engineers are rapidly shifting to 'loop engineering,' designing autonomous AI agent systems, but a dangerous new trend called 'loopmaxxing' is emerging, where developers run agents in infinite loops hoping for correct results, triggering runaway cloud costs and system failures — prompting experts to urge a phased, safety-first approach to …

Tech Giants Back New 'ARD' Protocol Enabling AI Agents to Independently Discover and Use Tools

Tech Giants Back New 'ARD' Protocol Enabling AI Agents to Independently Discover and Use Tools

Jun 22, 2026
InfoWorld

Tech giants including Google, Microsoft, Cisco, Nvidia, and Salesforce are backing a groundbreaking new protocol called Agentic Resource Discovery (ARD), enabling AI agents to independently discover and safely use tools across corporate systems through a two-level framework of Catalogs and Registries, with the specification now publicly available for organizations to …

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