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I Gave Claude Access to My Desktop Outlook Without Touching the Microsoft API
How a 150-line Python script using macOS Accessibility APIs turned my Mac’s Outlook app into a fully AI-readable inbox no OAuth, no permissions headache, no Graph API token. Every few months I try ag...
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Google’s Gemma 4 Tied Qwen 3.5 on Benchmarks. Then Won on One Word: Apache.
A practical breakdown of what shipped, what’s slow, and which model to download tonight. Continue reading on Towards AI
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Vectorless RAG: How I Built a RAG System Without Embeddings, Databases, or Vector Similarity
A journey from “vector similarity ≠relevance” to building a reasoning-based RAG system that actually understands documents Photo by Becca Tapert on Unsplash Introduction Retrieval-Augmented Generati...
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