DEV Community

#llm

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Why “Please Don’t Make Recommendations” Is Not a Guardrail for RAG

Why “Please Don’t Make Recommendations” Is Not a Guardrail for RAG

Comments 2
2 min read
Phantom Squatting: When AI Hallucinated Domains Become Attacker Infrastructure

Phantom Squatting: When AI Hallucinated Domains Become Attacker Infrastructure

1
Comments
5 min read
When an LLM response fails validation, feed the error back into the retry

When an LLM response fails validation, feed the error back into the retry

2
Comments 3
2 min read
Local LLM Acceleration & Large Open Model Management: Nemotron-Labs, Delta Weight Sync, PyTorch Profiling

Local LLM Acceleration & Large Open Model Management: Nemotron-Labs, Delta Weight Sync, PyTorch Profiling

Comments
4 min read
I Was Burning Money on AI Tokens Without Knowing It — Here's What Fixed It

I Was Burning Money on AI Tokens Without Knowing It — Here's What Fixed It

1
Comments
3 min read
The AI Cost-Modeling Handbook: I let Claude do the modeling, but never the arithmetic

The AI Cost-Modeling Handbook: I let Claude do the modeling, but never the arithmetic

7
Comments
11 min read
Local LLM Advances: Holo3.1 Agents, Headroom Token Compression & Open-LLM-VTuber for Local Inference

Local LLM Advances: Holo3.1 Agents, Headroom Token Compression & Open-LLM-VTuber for Local Inference

1
Comments
3 min read
Building a Practical AI Assistant with Python: From Prompt to Production Thinking

Building a Practical AI Assistant with Python: From Prompt to Production Thinking

6
Comments 4
3 min read
Phase 1: Document Ingestion - The Hidden Complexity Before Embeddings

Phase 1: Document Ingestion - The Hidden Complexity Before Embeddings

3
Comments
20 min read
One Ruler to Measure Them All: How Language Affects LLM Quality

One Ruler to Measure Them All: How Language Affects LLM Quality

Comments
2 min read
Claude Opus 4.8 on Synthorai: Caching & TTL vs 4.7/4.6

Claude Opus 4.8 on Synthorai: Caching & TTL vs 4.7/4.6

Comments
7 min read
Contorium — A Project Cognitive Runtime for AI-Native Development

Contorium — A Project Cognitive Runtime for AI-Native Development

1
Comments 6
2 min read
AI Conf 2026: Classic ML Is Dead, Everyone's Building Agents

AI Conf 2026: Classic ML Is Dead, Everyone's Building Agents

1
Comments
2 min read
How We Reduced LLM Latency by 89% and Token Usage by 91% in a Production Chrome Extension

How We Reduced LLM Latency by 89% and Token Usage by 91% in a Production Chrome Extension

1
Comments
2 min read
One Ruler to Measure Them All: How Language Affects LLM Quality

One Ruler to Measure Them All: How Language Affects LLM Quality

1
Comments
2 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.