DEV Community

# llm

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Reliable LLM JSON Output: Few-Shot Prompting & Robust Parsing

Reliable LLM JSON Output: Few-Shot Prompting & Robust Parsing

Comments
6 min read
How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything

How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything

1
Comments
5 min read
Six Months in AI Feels Like Six Years: What Changed Since Q4 2025

Six Months in AI Feels Like Six Years: What Changed Since Q4 2025

Comments
2 min read
Designing AI That Doesn’t Forget: A Practical Guide to Memory Systems in LLM Apps

Designing AI That Doesn’t Forget: A Practical Guide to Memory Systems in LLM Apps

Comments
3 min read
Autonomous AI Agents: Building Self-Running AI with Heartbeat, Cron & Memory

Autonomous AI Agents: Building Self-Running AI with Heartbeat, Cron & Memory

1
Comments
3 min read
770 Experiments to Squeeze 30 tok/s Out of a 35B MoE Model on a $500 GPU

770 Experiments to Squeeze 30 tok/s Out of a 35B MoE Model on a $500 GPU

Comments
8 min read
3 Classifiers, 3 Answers: Why CoT Faithfulness Scores Are Meaningless

3 Classifiers, 3 Answers: Why CoT Faithfulness Scores Are Meaningless

Comments
6 min read
Top 10 Cheapest Providers for DeepSeek V3.2 in 2026

Top 10 Cheapest Providers for DeepSeek V3.2 in 2026

1
Comments
4 min read
Kanel v4: Generate Markdown from Postgres

Kanel v4: Generate Markdown from Postgres

Comments
3 min read
Why Claude's Free Tier Runs Out Faster Than You Think — The Token Math Nobody Explains

Why Claude's Free Tier Runs Out Faster Than You Think — The Token Math Nobody Explains

Comments
8 min read
Parameter Count Is the Worst Way to Pick a Model on 8GB VRAM

Parameter Count Is the Worst Way to Pick a Model on 8GB VRAM

Comments
5 min read
Seven principles of real memory for AI agents

Seven principles of real memory for AI agents

Comments
12 min read
I tried every major LLM observability platform. Traceport changed how I think about AI gateways.

I tried every major LLM observability platform. Traceport changed how I think about AI gateways.

Comments
4 min read
I Added Self-Hosted GPU Training to MetaClaw — Here's How to Train Your AI Agent on Your Own A100s

I Added Self-Hosted GPU Training to MetaClaw — Here's How to Train Your AI Agent on Your Own A100s

Comments
2 min read
Inference Engines - A visual deep dive into the layers of an LLM

Inference Engines - A visual deep dive into the layers of an LLM

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