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How much does it cost to run a text game with LLMs

Real-world data from 51,000 game API calls

How much does it cost to run a text game with LLMs

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18 min read
Training MoE Models Is Complicated. Hugging Face Just Wrote the Manual.

Training MoE Models Is Complicated. Hugging Face Just Wrote the Manual.

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7 min read
Three agents and one memory: a proposal pipeline for a small agency

Three agents and one memory: a proposal pipeline for a small agency

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9 min read
I checked every quote Claude's deep research cited. One wasn't what the source said.

I checked every quote Claude's deep research cited. One wasn't what the source said.

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4 min read
The Compiler Trusts the Graph: An Adversarial Evaluation of a Toy ML Compiler

The Compiler Trusts the Graph: An Adversarial Evaluation of a Toy ML Compiler

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11 min read
Your embedding model is a schema decision: how to choose it and plan the re-embed

Your embedding model is a schema decision: how to choose it and plan the re-embed

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6 min read
Why does a small local LLM repeat itself when you ask it for 100 rows of JSON?

Why does a small local LLM repeat itself when you ask it for 100 rows of JSON?

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7 min read
Ollama vs. llama.cpp on the Same GGUF: The 15% Speed Gap Was the Defaults, Not the Engine

Ollama vs. llama.cpp on the Same GGUF: The 15% Speed Gap Was the Defaults, Not the Engine

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7 min read
How to make a training dataset with AI when you have no data

How to make a training dataset with AI when you have no data

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4 min read
Runtime-Enforced Agentic Systems

Runtime-Enforced Agentic Systems

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11 min read
Your LLM Is Not a Security Boundary: Auditing Agent Tools for eval() and Path Sinks

Your LLM Is Not a Security Boundary: Auditing Agent Tools for eval() and Path Sinks

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6 min read
The Dirty Secret Behind Most AI Agent Demos You See on LinkedIn

The Dirty Secret Behind Most AI Agent Demos You See on LinkedIn

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4 min read
Cekura vs. Netra: Which Voice Agent Platform for Your Failures?

Cekura vs. Netra: Which Voice Agent Platform for Your Failures?

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4 min read
Advanced RAG chatbot - from vector search to context validation.

Advanced RAG chatbot - from vector search to context validation.

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4 min read
Mistral Large 4 'Le Chonk': A Developer's Checklist Before You Self-Host a 1T-Parameter Model

Mistral Large 4 'Le Chonk': A Developer's Checklist Before You Self-Host a 1T-Parameter Model

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3 min read
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