DEV Community

#llm

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
We Checked 162 AI Benchmark Gaps. Only 20 Separate Cleanly. The Bigger Problem Was the Missing Data.

We Checked 162 AI Benchmark Gaps. Only 20 Separate Cleanly. The Bigger Problem Was the Missing Data.

Comments 7
4 min read
How We Separate Persistent AI Identity from the Underlying LLM

How We Separate Persistent AI Identity from the Underlying LLM

Comments
4 min read
Two LLMs, One Key Pool, Zero Improvisation

Two LLMs, One Key Pool, Zero Improvisation

2
Comments 1
3 min read
I traced the agentic calls. Here's where the token consumption comes from

I traced the agentic calls. Here's where the token consumption comes from

1
Comments 3
3 min read
An LLM Is Not Your Backend — Here's What I Learned

An LLM Is Not Your Backend — Here's What I Learned

1
Comments
4 min read
Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration

Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration

Comments
18 min read
The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever

The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever

Comments
18 min read
OpenSpec Quickstart: Install, Workflow, and Common Pitfalls

OpenSpec Quickstart: Install, Workflow, and Common Pitfalls

Comments 1
10 min read
Ollama says my model does 13,826 tokens/sec. It does 43.

Ollama says my model does 13,826 tokens/sec. It does 43.

Comments
5 min read
The Tests Passed. The Function Already Existed.

The Tests Passed. The Function Already Existed.

Comments
6 min read
RAG Is Not a Vector Database Problem. It’s a Data Problem.

RAG Is Not a Vector Database Problem. It’s a Data Problem.

Comments
8 min read
What Does a Local LLM Actually Cost per Month? I Read the Meters.

What Does a Local LLM Actually Cost per Month? I Read the Meters.

1
Comments 2
5 min read
From token prices to task prices: three jobs, seven APIs

From token prices to task prices: three jobs, seven APIs

Comments 1
13 min read
The payment authorization pattern: giving an agent a wallet without giving it your bank account

The payment authorization pattern: giving an agent a wallet without giving it your bank account

Comments 1
3 min read
Running an LLM as a Pipeline Step Without 2am Surprises

Running an LLM as a Pipeline Step Without 2am Surprises

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