Forem

# llm

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Stop Hardcoding Model Fallbacks: Let Production Data Pick Your Paths

Stop Hardcoding Model Fallbacks: Let Production Data Pick Your Paths

Comments
8 min read
SEO Is Dead? No. But the Game Changed.

SEO Is Dead? No. But the Game Changed.

Comments
11 min read
The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

1
Comments
5 min read
Building a Context-Aware AI Chat Without a Vector Database

Building a Context-Aware AI Chat Without a Vector Database

Comments
6 min read
MEMORY.md Every Turn? That’s Noise, Not Memory.

MEMORY.md Every Turn? That’s Noise, Not Memory.

8
Comments 2
5 min read
Multi-Model LLM Orchestration with OpenRouter

Multi-Model LLM Orchestration with OpenRouter

Comments
6 min read
Retrieval Finds Candidates. Reranking Finds the Right One.
Cover image for Retrieval Finds Candidates. Reranking Finds the Right One.

Retrieval Finds Candidates. Reranking Finds the Right One.

2
Comments
4 min read
I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline

I Tried Speculative Decoding on RTX 4060 8GB — Every Config Was Slower Than Baseline

1
Comments
8 min read
How We Used 5 LLM APIs and 25 AI Agents to Write a 60-Page Book in One Session

How We Used 5 LLM APIs and 25 AI Agents to Write a 60-Page Book in One Session

Comments
12 min read
I cut Claude API costs by 90% with prompt caching. Here's what I learned before I had to shut it down.

I cut Claude API costs by 90% with prompt caching. Here's what I learned before I had to shut it down.

1
Comments
10 min read
The Claude Code Team Declares Emergencies When This One Metric Drops.
Cover image for The Claude Code Team Declares Emergencies When This One Metric Drops.

The Claude Code Team Declares Emergencies When This One Metric Drops.

Comments
7 min read
Fine-Tuning DeepSeek V4 vs GPT-5 vs Claude for Legal AI — Cost, Accuracy & Real Benchmarks
Cover image for Fine-Tuning DeepSeek V4 vs GPT-5 vs Claude for Legal AI — Cost, Accuracy & Real Benchmarks

Fine-Tuning DeepSeek V4 vs GPT-5 vs Claude for Legal AI — Cost, Accuracy & Real Benchmarks

Comments
8 min read
AI Memory Architectures Compared: Long Context vs RAG vs Vector Store vs Hybrid (With Benchmarks)
Cover image for AI Memory Architectures Compared: Long Context vs RAG vs Vector Store vs Hybrid (With Benchmarks)

AI Memory Architectures Compared: Long Context vs RAG vs Vector Store vs Hybrid (With Benchmarks)

Comments
10 min read
The AI Scaffolding Tax đź’°: The Hidden 70% Nobody Warns You About When Building with LLMs
Cover image for The AI Scaffolding Tax đź’°: The Hidden 70% Nobody Warns You About When Building with LLMs

The AI Scaffolding Tax đź’°: The Hidden 70% Nobody Warns You About When Building with LLMs

Comments
8 min read
When agent trace metrics lie: the span tree double-counting problem
Cover image for When agent trace metrics lie: the span tree double-counting problem

When agent trace metrics lie: the span tree double-counting problem

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