Research · 10 min read ·
Kimi K3 Agent Swarm: 300 Parallel Agents
Kimi K3 Agent Swarm coordinates up to 300 sub-agents and 4,000 tool calls per task. How the architecture works, where it wins, and where it breaks.
MoClaw Blog
AI Automation Research & Market Insights
Data-informed perspectives on the AI agent market, automation trends, and what they mean for how non-technical professionals and lean teams get work done.
Research · 11 min read ·
AI Agent Video Editors: The MCP Takeover
An AI agent video editor lets you co-edit a timeline by chat, not mouse. See how MCP became the shared interface behind ChatCut, OpenCut, and Palmier Pro.
Research · 12 min read ·
Sakana Fugu and the End of Model Lock-In
Sakana Fugu routes across frontier LLMs to kill model vendor lock-in. An honest look at the benchmark-vs-reality gap and what it leaves you owning.
Research · 11 min read ·
What Autonomous AI Agents Should Handle
Autonomous AI agents save time only when the task is clear, bounded, and reviewable. Learn what AI should handle alone and where people stay accountable.
Research · 10 min read ·
OpenSquilla: Token-Efficient AI Agents
OpenSquilla is an open-source AI agent runtime that cuts token costs with on-device model routing and layered memory. Here is how it works and who it fits.
Research · 7 min read ·
MoneyPrinterTurbo: Workflow Lessons for AI Agents
See how the MoneyPrinterTurbo workflow turns video creation into repeatable, named steps, and what operators can learn about reusable AI agent skills.
Research · 11 min read ·
Kimi WebBridge: Browser Agents That Reuse Work
Kimi WebBridge lets local browser agents handle clicking, forms, and page reading as reusable workflows. Here is how it works and when cloud fits better.
Research · 6 min read ·
Kimi Agent Swarm and Claw Groups Explained
Kimi Agent explained: what Agent Swarm and Claw Groups reveal about multi-agent execution, skill-based workflows, and managed AI work.
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