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DevChiniwala/README.md
Dev Chiniwala — Applied AI Engineer
Typing SVG
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ShopSageAI VYGOT
PagePilot

System Stack — 52 Tools

System Architecture

Current Research

Project Roadmap

Engineering Philosophy

┌─────────────────────────────────────────────────────────────┐
│  DOCTRINE                                                    │
│                                                              │
│  01 — Agents need memory, not just prompts                   │
│  02 — Context is the new fine-tuning                         │
│  03 — Every system must explain its reasoning                │
│  04 — Retrieval beats generation when truth matters          │
│  05 — Ship production systems, not demos                     │
└─────────────────────────────────────────────────────────────┘

> ESTABLISHING CONNECTION...
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