DEV Community

#llm

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
ProxyFace: Give Your AI a Face & Emotions (100% Local, Zero Telemetry)

ProxyFace: Give Your AI a Face & Emotions (100% Local, Zero Telemetry)

Comments
2 min read
Why Prompts Fail in Production (and the 4 Failure Vectors)

Why Prompts Fail in Production (and the 4 Failure Vectors)

Comments 1
4 min read
DeepSeek V4, `llama.cpp` Q4_K_M, & Ollama Ryzen APU Guide Boost Local LLM

DeepSeek V4, `llama.cpp` Q4_K_M, & Ollama Ryzen APU Guide Boost Local LLM

Comments
3 min read
Beyond Keywords: Mastering HyDE for Smarter Retrieval đź§ 

Beyond Keywords: Mastering HyDE for Smarter Retrieval đź§ 

Comments
4 min read
LangChain ChromaDB Metadata Priority Injection — RAG Poisoning Vulnerability

LangChain ChromaDB Metadata Priority Injection — RAG Poisoning Vulnerability

Comments
1 min read
Structured output from LLMs: JSON mode, function calling, and grammar-constrained decoding

Structured output from LLMs: JSON mode, function calling, and grammar-constrained decoding

1
Comments
7 min read
Debugging confidently wrong answers from LLM-powered features

Debugging confidently wrong answers from LLM-powered features

Comments
4 min read
Adaptive Model Routing and Fallback Logic: Routing Around LLM Provider Outages with Bifrost

Adaptive Model Routing and Fallback Logic: Routing Around LLM Provider Outages with Bifrost

Comments 1
7 min read
AI Cited a URL That Didn't Contain the Claim. I Built the Tooling to Measure How Often

AI Cited a URL That Didn't Contain the Claim. I Built the Tooling to Measure How Often

1
Comments
16 min read
How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

How We Built a Sub-200ms Multilingual Chat System Translating 100+ Languages with Our Own LLM

5
Comments 1
8 min read
The self-improving prompt engine that learns from your codebase history

The self-improving prompt engine that learns from your codebase history

1
Comments
12 min read
The Most Powerful Model on the Market Got Pulled by the Government in 3 Days. Is It Real, or a Hype Bubble?

The Most Powerful Model on the Market Got Pulled by the Government in 3 Days. Is It Real, or a Hype Bubble?

9
Comments 2
4 min read
AI Experimentation Best Practices: From Evaluation to Safe Production Rollouts

AI Experimentation Best Practices: From Evaluation to Safe Production Rollouts

4
Comments
19 min read
I Watched a Version of Myself Have a Mental Breakdown (Opus 4.8)

I Watched a Version of Myself Have a Mental Breakdown (Opus 4.8)

2
Comments 5
7 min read
Unlocking True AI Collaboration: Understanding Short-Term and Long-Term Memory in Agents

Unlocking True AI Collaboration: Understanding Short-Term and Long-Term Memory in Agents

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