It’s the ultimate scaling test
SYSTEMS
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Claude Code Sub-Agents Architecture with Haiku Model
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Claude Code uses sub-agents, some of which use Haiku for operations that benefit from a cheaper, faster model. That's not new, they've done that since the start. Here's a trace I captured on June 2nd https://
static.simonwillison.net/static/2025/lo
g-2025-06-02-17-10-25.html
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Hallucinations as a systems issue
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This is one of the first resources that treats hallucinations as a systems issue. Not just a model bug.
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Human-Machine Integration: The Future of Humachinekind
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In the world of humachineology and humachinekind, the interaction and integration of humans and machines will continue to grow increasingly.
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Engineering Approach to Studying Human-Machine Interaction
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A humachineologist uses engineering, engineering design process, design thinking, continuous improvement, and continuous optimization to study humachineology and humachinekind.
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AI Limitations in Enterprise: Building Systems for Flawed Outcomes
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Depends on the solution and the setting! Anyone who says AI is flawless is wrong, obviously. But we build entire systems to help deal with flawed people, flawed processes, and flawed outcomes. We have lots of evidence that AI works for some enterprise use cases, not all of them
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Centralized observability stack accelerates critical log data analysis
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Even if you don’t speak fluent engineer, you’ll want to hear this: To keep up with our massive amount of log data, we overhauled our logging system to find critical answers in seconds, not minutes. This shift to a centralized observability stack gives our engineers the
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Humachinekind: Designing Human-Machine Synergistic Prosperity
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I coined humachinekind, humachineology, and humachineologist to shape the foundations for the prosperity of humans and machines through designing, creating, and optimizing their dynamic and synergistic existence.
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Humachineology: Engineering Human-Machine Synergy and Optimization
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Humachineology provides an innovative approach for designing, creating, and optimizing the dynamic and synergistic existence of humans and machines. Engineering, engineering design process, design thinking, continuous improvement, and continuous optimization play a central role
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Engineering and Design Thinking in Humachineology
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Engineering, engineering design process, design thinking, continuous improvement, and continuous optimization play a central role in humachineology.