Unfortunately it was a oversight since historically only ~0.5% of prompts coming into our system were super long and we just weren't thinking about it much
SYSTEMS
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Long prompts oversight in AI system processing
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Unfortunately it was a oversight since historically only ~0.5% of prompts coming into our system were super long and we just weren't thinking about it much
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Long Prompt Handling Oversight in AI System Architecture
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Unfortunately it was a oversight since historically only ~0.5% of prompts coming into our system were super long and we just weren't thinking about it much
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Optimizing Token Spending for AI Sub-Agents
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Yes bicycle in gym before lifting and Muay Thai 2x per week now
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Anthropic Uses Multi-Agent Harness to Advance Claude Engineering Capabilities
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New on the Anthropic Engineering Blog: How we use a multi-agent harness to push Claude further in frontend design and long-running autonomous software engineering. Read more:
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Industrial AI at Scale: Managing Multi-Plant Data Infrastructure
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Industrial AI at scale means moving data from the plant floor to the cloud without losing context or timeliness.
— Lucian Fogoros (@fogoros) 24 mars 2026
Managing that data across multiple plants, production lines, and datasets simultaneously is the infrastructure challenge that enterprise data platforms are built to… pic.twitter.com/NF7bs128k1Industrial AI at scale means moving data from the plant floor to the cloud without losing context or timeliness. Managing that data across multiple plants, production lines, and datasets simultaneously is the infrastructure challenge that enterprise data platforms are built to
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Optimizing Token Spending for AI Sub-Agents
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Typical reply that says nothing and keeps the problem in Europe going I heard these kinds of replies for 20+ years "We have to change the narrative!!!" No, people are literally getting raped and murdered on the street, that's the narrative
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Human-in-the-Loop: The Core Feature of Safe AI Agents
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This is exactly it. The approval loop is the entire product. Nobody cares how powerful your agent is if they're scared to let it run unsupervised. Human-in-the-loop isn't a limitation, it's the feature.
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Agent 4 Buildathon: Idea to Launch in Three Weeks with Prizes
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3,000+ builders signed up! Three weeks to go from idea to launch. $57K+ in prizes. 🔥
— Replit ⠕ (@Replit) 24 mars 2026
The Agent 4 Buildathon kicks off today at 9 AM PT / 12 PM ET.
Join the livestream and start building! https://t.co/IGzVjF38FD3,000+ builders signed up! Three weeks to go from idea to launch. $57K+ in prizes. The Agent 4 Buildathon kicks off today at 9 AM PT / 12 PM ET. Join the livestream and start building!
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MQTT Replaces Polling in Industrial IoT Networks
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Poll-response protocols were designed for multi-drop phone lines decades ago. Factories still run them over TCP/IP networks. MQTT replaces polling with report-by-exception. Your systems only talk when they have something to say. @CirrusLink @iiot_world pic.twitter.com/jVhd1wY00H
— Lucian Fogoros (@fogoros) 24 mars 2026Poll-response protocols were designed for multi-drop phone lines decades ago. Factories still run them over TCP/IP networks. MQTT replaces polling with report-by-exception. Your systems only talk when they have something to say. @CirrusLink @iiot_world