DEV Community

#llm

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Why I Stopped Predefining Agent Roles — and Built a Runtime That Grows Its Own Team

Why I Stopped Predefining Agent Roles — and Built a Runtime That Grows Its Own Team

Comments 1
3 min read
6 Guardrails That Stopped My Coding Agent From Burning Through API Budget

6 Guardrails That Stopped My Coding Agent From Burning Through API Budget

Comments
2 min read
The AI That Never Leaves My Laptop

The AI That Never Leaves My Laptop

Comments
4 min read
Getting Real Work Out of Two Kimi K2 Conversations: A Prompt Template for Code and Data Tasks

Getting Real Work Out of Two Kimi K2 Conversations: A Prompt Template for Code and Data Tasks

Comments
4 min read
My Voice Agent Replied in 8 Seconds. Two Settings, Not the Model.

My Voice Agent Replied in 8 Seconds. Two Settings, Not the Model.

Comments
3 min read
A Small RAG Evaluation Harness: Test Retrieval Before Blaming the LLM

A Small RAG Evaluation Harness: Test Retrieval Before Blaming the LLM

1
Comments 1
4 min read
Five agent episodes, and the build decision to take from each

Five agent episodes, and the build decision to take from each

Comments
4 min read
"200 OK" doesn't mean your AI agent did the job

"200 OK" doesn't mean your AI agent did the job

1
Comments 1
3 min read
One Sentence Hijacked My Agent's Memory. So I Made Every Memory Auditable.

One Sentence Hijacked My Agent's Memory. So I Made Every Memory Auditable.

Comments
4 min read
How Over‑Optimized Prompt Caching Kills Real‑World LLM Application Performance

How Over‑Optimized Prompt Caching Kills Real‑World LLM Application Performance

Comments
2 min read
"Can I Eat This?" — Benchmarking Whether AI Models Know Where Their Foraging Knowledge Ends

Kaggle Benchmarking Challenge Submission

"Can I Eat This?" — Benchmarking Whether AI Models Know Where Their Foraging Knowledge Ends

Comments
7 min read
No Reference Class: The Decisions Your Past Has Never Made

No Reference Class: The Decisions Your Past Has Never Made

Comments
7 min read
A hosted MCP server for AI answers and AI Overviews

A hosted MCP server for AI answers and AI Overviews

Comments
2 min read
We read all 1,186 failed agent runs. Half failed on the same thing.

We read all 1,186 failed agent runs. Half failed on the same thing.

2
Comments 1
3 min read
Claude Haiku 5.5 ผลการทดสอบประสิทธิภาพ

Claude Haiku 5.5 ผลการทดสอบประสิทธิภาพ

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