Industry Insights
OpenAI AI Research Intern: Tasks, Costs and Human Oversight
What can OpenAI’s AI research intern do? Read the runtime, API-valued usage and intervention data, then use a bounded research assignment to measure useful work.
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Insights on AI agents, model routing, and building production-ready AI systems.
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Developer Tools
OpenClaw 2.0 Installation and Hermes Memory Migration: What to Check
Install OpenClaw, preview a Hermes import, distinguish memory-only from full migration, and check recall, credentials, conflicts, and your route back.
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Developer Tools
WorkBuddy Explained: What Tencent’s AI Workstation Actually Does
WorkBuddy is a desktop AI workstation for turning natural-language tasks into files, reports, analysis, and code. Here is where it fits—and where it does not.
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Agent Use Cases
WorkBuddy + Hy4: A Practical Game-Prototyping Workflow
How to evaluate WorkBuddy and Hy4 for game prototypes across engine state, MCP actions, visual quality, testing, and clean hand-off.
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Agent Use Cases
WorkBuddy for Long-Running Projects: From Expert Routing to Verified Delivery
A practical architecture for using WorkBuddy’s specialists and project spaces on multi-step tasks without losing provenance or control.
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Tutorials
WorkBuddy MCP Setup: Connect Tools Without Handing an Agent the Whole Machine
A practical WorkBuddy MCP guide covering user and project configuration, permissions, credentials, testing, and failure recovery.
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Model Comparison
WorkBuddy vs CodeBuddy vs Claude Code: Which AI Work Surface Fits the Job?
WorkBuddy, CodeBuddy, and Claude Code overlap, but they optimize for different work surfaces. Compare scope, tools, control, and hand-off before choosing.
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Developer Tools
DeepSeek Harness (2026): Setup, Plugins & Production Limits
DeepSeek Harness setup and review: npx install, plugin architecture, API limits, and what is safe to test before production.
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Model Introduction
Hy4 preview for AI4Science: from molecular dynamics to quantum transport
How to read Tencent's Hy4 preview science examples as reproducible research workflows rather than headline claims.
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