DEV Community

#llm

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
RAG Hallucination Diagnosis: Evidence Gating Beats Embeddings for Ask-Your-Docs Chatbot Answers

RAG Hallucination Diagnosis: Evidence Gating Beats Embeddings for Ask-Your-Docs Chatbot Answers

Comments
7 min read
Introducing Ayeixa FuelLite: Free-Tier Token Arbitrage & Dynamic Failover Router

Introducing Ayeixa FuelLite: Free-Tier Token Arbitrage & Dynamic Failover Router

Comments
2 min read
I measured what 14 MCP servers cost a context window. Claude counts them 64% higher than tiktoken

I measured what 14 MCP servers cost a context window. Claude counts them 64% higher than tiktoken

2
Comments 2
8 min read
The Inference Paradox: Why Agentic Workflows Are 4x More Expensive Than You Think

The Inference Paradox: Why Agentic Workflows Are 4x More Expensive Than You Think

Comments 1
3 min read
Give Your AI Agent a Memory So It Stops Repeating the Same Failed Tool Call

Give Your AI Agent a Memory So It Stops Repeating the Same Failed Tool Call

Comments
4 min read
I gave it four facts and it invented a fifth

I gave it four facts and it invented a fifth

1
Comments 2
5 min read
I killed my fine-tune before I wrote a single line of training code

I killed my fine-tune before I wrote a single line of training code

1
Comments 3
3 min read
Cline en producciĂłn: el agente de cĂłdigo autĂłnomo para VS Code que uso con restricciones deliberadas

Cline en producciĂłn: el agente de cĂłdigo autĂłnomo para VS Code que uso con restricciones deliberadas

Comments
9 min read
I built a memory layer for my coding agent that I actually own

I built a memory layer for my coding agent that I actually own

Comments 2
3 min read
Teach Your Agent to Ask for Help

Teach Your Agent to Ask for Help

Comments
5 min read
Your Eval Suite Measures the Wrong Thing

Your Eval Suite Measures the Wrong Thing

Comments
7 min read
The Handoff Is Where Agents Break

The Handoff Is Where Agents Break

Comments
6 min read
QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

Comments
5 min read
An Architecture to Run AI Agents Safely and Efficiently in a Linux VM on Apple Silicon

An Architecture to Run AI Agents Safely and Efficiently in a Linux VM on Apple Silicon

1
Comments 2
7 min read
DeepSeek V4 Flash Got Expensive. I Kept the Model and Cut the API Cost Anyway

DeepSeek V4 Flash Got Expensive. I Kept the Model and Cut the API Cost Anyway

Comments
10 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.