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Shinsuke KAGAWA

Tinkering with agentic coding workflows 🤖 Learning by building, breaking, and rebuilding—then open-sourcing the lessons. Where systems thinking meets AI.

Location Japan Joined Joined on  github website
Rethinking Team Development in the Age of LLMs
Cover image for Rethinking Team Development in the Age of LLMs

Rethinking Team Development in the Age of LLMs

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12 min read

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From 49 to 95: How Prompt Engineering Boosted Gemini MCP Image Generation

From 49 to 95: How Prompt Engineering Boosted Gemini MCP Image Generation

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5 min read
Bringing Claude Code’s Sub-agents to Any MCP-Compatible Tool

Bringing Claude Code’s Sub-agents to Any MCP-Compatible Tool

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6 min read
How I Built an Image Generation MCP Server with Gemini 2.5 Flash Image (aka nano-banana)

How I Built an Image Generation MCP Server with Gemini 2.5 Flash Image (aka nano-banana)

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5 min read
Zero Context Exhaustion: Building Production-Ready AI Coding Teams with Claude Code Sub-agents

Zero Context Exhaustion: Building Production-Ready AI Coding Teams with Claude Code Sub-agents

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9 min read
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