Memory & State | Applied AI Engineering — Build Production AI Apps #12
Episode 12 — a stateful Atlas that remembers, and survives a restart Applied AI Engineering — Build Production AI Apps — Episode 12 of 18. Built from scratch, in code. In this episode: The API is stateless — memory is state YOU store and replay Short-term window + long-term summary + durable profile A disk-backed checkpointer makes Atlas survive a restart thread_id isolates and persists every user's memory — Learn at ConceptGood AI Academy — Free AI course: https://aiacademy.conceptgood.com AI Decoded PDF: https://aiacademy.conceptgood.com/ai-... #AI #LLM #Tokenization #MachineLearning #AIEngineering #ConceptGood #AIAcademy

▶︎
Don't learn AI Agents without Learning these Fundamentals

▶︎
20 AI Concepts Explained in 40 Minutes

▶︎
From Zero to Your First AI Agent in 25 Minutes (No Coding)

▶︎
Claude Code - Full Tutorial for Beginners

▶︎
Complete Agentic AI Course - AI Agents, RAG, Embeddings, Architectures, Framework, VectorDB & Memory

▶︎
CHOSEN ONE!! THEY'RE BEGGING HIM TO WARN YOU... BUT HE JUST GRINNED AND SAID "TOO LATE"

▶︎
I Bought a $100 Animal Hospital Account...

▶︎
Harnesses in AI: A Deep Dive — Tejas Kumar, IBM

▶︎
No Boss, No Money: The Raw Reality of China’s Gen-Z Freelancers

▶︎
Is Local AI Coding Actually Good?
![PINK & ORANGE GRADIENT IN HD [3 HOURS]](https://i.ytimg.com/vi/6ih8zppfQSQ/hqdefault.jpg?sqp=-oaymwE9CNACELwBSFryq4qpAy8IARUAAAAAGAElAADIQj0AgKJDeAHwAQH4Af4JgALQBYoCDAgAEAEYfyAsKBMwDw==&rs=AOn4CLDvw6mQM98bfl572zfE7r4GdUG8dg)
▶︎
PINK & ORANGE GRADIENT IN HD [3 HOURS]

▶︎
🔴 Before You Leave, God Wants To Reveal Something That Could Change Your Life Forever Today

▶︎
Why AI Has Failed to Take Your Job Since 1976

▶︎
This Chinese Phone Company Is Quietly Killing Apple

▶︎
Why Google Just Gave Away Gemma 4 for Free

▶︎
The Book Of Enoch Says The Devil Is Not What Church Teaches - And Describes What It Actually Is

▶︎
How AI agents & Claude skills work (Clearly Explained)

▶︎
You Can Learn AI Agent Harness & Loop Engineering In 19 Min | LLM Ops, Eval, Tracing, RAG

▶︎
Using Large Language Models | Build Your Own LLM Workshop #1

▶︎
