· ai
Accelerating AI Inference Workflows with the Atomic Inference Boilerplate
!Cover image for Accelerating AI Inference Workflows with the Atomic Inference Boilerplatehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...
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- · ai
Show HN: Intent Layer: A context engineering skill for AI agents
Article URL: https://www.railly.dev/blog/intent-layer/ Comments URL: https://news.ycombinator.com/item?id=46675236 Points: 6 Comments: 1...
- · ai
LangChain vs LangGraph: Why One's a Drive-Through and the Other's a Buffet
!LangChain vs LangGraph illustrationhttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-u...
- · ai
AI's Hidden Environmental Cost: What Every Developer Should Know
Introduction My daughter asked me the other day, “Dad, am I hurting the environment every time I use ChatGPT?” I didn’t have a good answer, so I spent a week d...
- · ai
The “Too Smart” Knowledge Base Problem: When Your AI Knows Too Much for Its Own Good
Lesson Learned: When AI Knows Too Much I messed up. Not in a small way. In a “the client called me at 11 PM on a Friday” kind of way. We had just deployed a he...
- · software
Why I Make Claude Argue With Itself Before Writing Code
The Problem With “Just Code It” Heres what happens when you ask AI to code without planning: - It guesses – No context about your codebase, so it invents patte...
- · ai
Prompt Engineering Is a Symptom (And That’s Okay)
Or: what this book actually teaches if you read it like an engineer, not a magician. After my last post, a few people replied with variations of: > “Okay smart...
- · ai
I May Be Wrong
!chhhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fp...
- · ai
Ultrathink: Tell Claude Exactly How Hard to Think About Your Problem
'Sometimes you need a quick answer. Sometimes you need Claude to really chew on it. Now you control which is which. From: x.com/autocomplete
- · ai
Show HN: The Analog I – Inducing Recursive Self-Modeling in LLMs [pdf]
OP here. Birth of a Mind documents a 'recursive self-modeling' experiment I ran on a single day in 2026. I attempted to implement a 'Hofstadterian Strange Loop'...
- · ai
Escaping the Dumbzone, Part 1: Why Your AI Gets Stupider the More You Talk to It
markdown !diggidydalehttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fu...
- · ai
Building an AI Chatbot That Answers Questions Using Private Data (RAG Overview)
Most AI chatbots work well—until you ask them something specific. Large language models don’t have access to your private documents or internal knowledge. When...