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⚡ AI Lessons
Dev.to · Ryosuke Tsuji
🛠️ AI Tools & Apps
⚡ AI Lesson
6d ago
Making the Context Across 46 Repositories Semantically Searchable for AI (Part 2)
The biggest issue Part 1 left open was that AI couldn't reach the 46-repo codebase by natural-language query (the entry-point problem). This post is how I solve
Dev.to · Ryosuke Tsuji
⚡ AI Lesson
3w ago
Part 5 ("The Author Doesn't Have to Be an Engineer") has been generating sharp comments.
Worth a read for the thread alone.
The Author Doesn't Have to Be an Engineer: How the Harness Holds Quality (Series Part 5) ...
Dev.to · Ryosuke Tsuji
3w ago
The Author Doesn't Have to Be an Engineer: How the Harness Holds Quality (Series Part 5)
Series Part 5. With the harness handling quality at the gate, the people closest to the requirements -- business-side managers, PMOs -- now open PRs to producti
Dev.to · Ryosuke Tsuji
1mo ago
Human-on-the-Loop: AI Reviewing AI PRs at cortex (769 PRs/month, while raising the quality bar)
Series Part 3. The common critiques of AI-assisted development -- 'review becomes the new bottleneck' and 'AI code drops the quality bar' -- largely don't apply
Dev.to · Ryosuke Tsuji
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The Heart of the AI Harness: A Knowledge Graph of the AI, by the AI, for the AI (Series Part 2)
Series Part 2: how we built cortex-product-graph (cpg) — a unified knowledge graph of code, docs, DB schemas, and infrastructure for the cortex AI platform. Bui
Dev.to · Ryosuke Tsuji
1mo ago
Building a Real AI Harness: Auto-Reviewed PRs, Self-Healing Ops, and Non-Engineer Contributors (Series Intro)
Hi, I'm Ryan, CTO at airCloset. In my previous posts I've introduced the full picture of our 17...
Dev.to · Ryosuke Tsuji
🔍 RAG & Vector Search
⚡ AI Lesson
2mo ago
Graph RAG Isn't a One-Shot Anymore — The Case for Agentic Graph RAG MCPs
Hi, I'm Ryan, CTO at airCloset. Over my last few posts, I've introduced internal MCP servers we've...
Dev.to · Ryosuke Tsuji
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Cutting Self-Built MCP Server Token Usage by 90% — The Parking Pattern
Hi, I'm Tsuji, CTO at airCloset. In my previous posts I introduced the full picture of our 17...
Dev.to · Ryosuke Tsuji
⚡ AI Lesson
2mo ago
Bridging 'I Want to Build' and 'I Want to Publish Safely' for Non-Engineers — Sandbox MCP
Hi, I'm Ryan, CTO at airCloset. In my previous posts, I've introduced our internal MCP servers: an...
Dev.to · Ryosuke Tsuji
2mo ago
We Built a Custom Graph RAG to Let AI Answer "Did That Initiative Actually Work?"
Hi, I'm Ryan, CTO at airCloset. In my previous posts, I introduced an MCP server that lets you...
Dev.to · Ryosuke Tsuji
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
How We Built an Automated Meeting Intelligence System with Google Meet, Slack, and RAG
Hi, I'm Ryan Tsuji, CTO at airCloset — a fashion subscription service based in Japan. In previous...
DeepCamp AI