📰 Dev.to · seah-js

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Attention Is All You Need — Full Paper Breakdown

Dev.to · seah-js 3mo ago

Attention Is All You Need — Full Paper Breakdown

I made a video breaking down the original Transformer paper — "Attention Is All You Need" (Vaswani et...

KV Cache Optimization — Why Inference Memory Explodes and How to Fix It

Dev.to · seah-js 4mo ago

KV Cache Optimization — Why Inference Memory Explodes and How to Fix It

Learning session with Klover. Today: why the KV cache is the biggest memory bottleneck in LLM...

AWS ECS Deployment — Review

Dev.to · seah-js 4mo ago

AWS ECS Deployment — Review

Review session with Klover. Testing recall on AWS ECS deployment concepts from yesterday's...

AWS ECS Deployment — From Git Push to Running Containers

Dev.to · seah-js 4mo ago

AWS ECS Deployment — From Git Push to Running Containers

Learning session with Klover. Today: deploying FastAPI + Streamlit to AWS ECS. The goal is...

Race Conditions, Asyncio Locks & Concurrency Patterns

Dev.to · seah-js 4mo ago

Race Conditions, Asyncio Locks & Concurrency Patterns

S3 race conditions in async pipelines, asyncio.Lock, thread pools, and the difference between sequential initiation and concurrent waiting

Async & Sync — Review

Dev.to · seah-js 4mo ago

Async & Sync — Review

This is a review session between me and Klover, my AI assistant. Yesterday we covered async vs sync...

ReAct Pattern

Dev.to · seah-js 4mo ago

How ReAct agents interleave reasoning and acting, failure modes, CoT as computation, and agent pattern tradeoffs

Async & Sync — Learning Through Conversation

Dev.to · seah-js 4mo ago

Async & Sync — Learning Through Conversation

What async actually means, event loops, threads, the GIL, and why using requests inside async code is a trap. Raw learning conversation format.