LAB NOTES · SHIPPED, NOT SLIDES
Things we built,
not just wrote.
Notes on AI, technology, coding, automation and school software — things we tried, broke and shipped. New notes every Tuesday & Friday.
AI AGENTS · TRENDING
DeepSeek Harness Explained: Install, Modes, Plugins & Claude Code Comparison
Open-source agent harness where everything is a plugin. Full guide with 5-step setup.
TRENDING AIJev: The AI Model That Refuses to Write a Single Word
TypeSafe's System One model returns decisions, not text — 40–200x faster. How it works, use cases, how to try it.
AI & AUTOMATION5 AI Automations Every Small Business Needs in 2026
Lead follow-up, AI receptionist, invoice reminders, reviews, data entry — what pays back in 30 days, with real costs.
SCHOOL ERPBest School ERP in Punjab 2026: NEP 2020, Fees & Parent App Guide
What Punjab schools must demand — NEP report cards, UPI fees, WhatsApp alerts, real pricing tables.
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