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AI Doses

Weekly doses of Agentic AI under pressure. The interview scenarios, production traps, and engineering trade-offs that separate demo-ready from production-ready.

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Scaling Laws: The Law Behind Every LLM — Kaplan vs. Chinchilla vs. Inference-Optimal (2020-2026)

Dose #10 — Production Agentic AI Under Pressure

Nothing Is Easy When You're an LLM: The Flat Latency Problem

Dose #9 — Production Agentic AI Under Pressure

Great Reshuffling of the Agentic Era: The 6 Career Archetypes

Dose #8 — Production Agentic AI Under Pressure

The 3 Laws of Agentic Communication: A Visual Guide

Dose #7 — Production Agentic AI Under Pressure

4 signs you need a Multi-Agent AI System: A Visual Guide

Dose #6 — Production Agentic AI Under Pressure

💎 Your AI Agents are going Rogue — Top 3 Design Rules

Dose #5 — Production Generative AI Under Pressure

💎 Your VLM Is Confidently Wrong — Stop Treating It as the Pipeline

Dose #4 — Production Generative AI Under Pressure

💎 Your API Bill is $25k/Month — How to FIX that with a single GPU

Dose #3 — Production Generative AI Under Pressure

💎 Why Flat RAG Breaks the Moment Your Corpus Gets Serious

Dose #2 — Tech Interview Scenario <> Gen AI Concept Under Pressure

💎 Can You Make an LLM Output Strictly Structured Data — Every Single Time?

AI Doses | Dose #1 — Tech Interview Scenario <> Gen AI Concept Under Pressure