# 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.

Page: <https://rssamplifier.com/aidoses-substack-com>  
Feed: <https://rssamplifier.com/aidoses-substack-com.md>

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## [Scaling Laws: The Law Behind Every LLM — Kaplan vs. Chinchilla vs. Inference-Optimal (2020-2026)](https://aidoses.substack.com/p/scaling-laws-the-law-behind-every)

_2026-07-29 · Dr. Ryan Rad_

Dose #10 — Production Agentic AI Under Pressure

## [Nothing Is Easy When You're an LLM: The Flat Latency Problem](https://aidoses.substack.com/p/nothing-is-easy-when-youre-an-llm)

_2026-06-05 · Dr. Ryan Rad_

Dose #9 — Production Agentic AI Under Pressure

## [Great Reshuffling of the Agentic Era: The 6 Career Archetypes](https://aidoses.substack.com/p/great-reshuffling-of-the-agentic)

_2026-04-23 · Dr. Ryan Rad_

Dose #8 — Production Agentic AI Under Pressure

## [The 3 Laws of Agentic Communication: A Visual Guide](https://aidoses.substack.com/p/the-3-laws-of-agentic-communication)

_2026-04-17 · Dr. Ryan Rad_

Dose #7 — Production Agentic AI Under Pressure

## [4 signs you need a Multi-Agent AI System: A Visual Guide](https://aidoses.substack.com/p/4-signs-you-need-a-multi-agent-ai)

_2026-04-02 · Dr. Ryan Rad_

Dose #6 — Production Agentic AI Under Pressure

## [💎 Your AI Agents are going Rogue — Top 3 Design Rules](https://aidoses.substack.com/p/your-ai-agents-are-going-rogue-top)

_2026-03-26 · Dr. Ryan Rad_

Dose #5 — Production Generative AI Under Pressure

## [💎 Your VLM Is Confidently Wrong — Stop Treating It as the Pipeline](https://aidoses.substack.com/p/your-vlm-is-confidently-wrong-stop)

_2026-03-17 · Dr. Ryan Rad_

Dose #4 — Production Generative AI Under Pressure

## [💎 Your API Bill is $25k/Month — How to FIX that with a single GPU](https://aidoses.substack.com/p/your-api-bill-is-25kmonth-how-to)

_2026-03-05 · Dr. Ryan Rad_

Dose #3 — Production Generative AI Under Pressure

## [💎 Why Flat RAG Breaks the Moment Your Corpus Gets Serious](https://aidoses.substack.com/p/why-flat-rag-breaks-the-moment-your)

_2026-02-26 · Dr. Ryan Rad_

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

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_2026-02-26 · **Sponsored**_

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## [💎 Can You Make an LLM Output Strictly Structured Data — Every Single Time?](https://aidoses.substack.com/p/can-you-make-an-llm-output-strictly)

_2026-02-19 · Dr. Ryan Rad_

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