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Monitor LLM Costs with Prometheus & Grafana (Without a Proxy)

#llm #opensource #ai #costtracking

2 min read

Why We Are Not Building Another Foundation Model

#ai #architecture #llm

5 min read

You are the bottleneck

#testing #architecture #llm #ai

6 min read

Low-Rank Adapters Turn Preference Tuning Into Shortcut Tuning

#ai #llm #architecture #machinelearning

4 min read

If you let an AI do the scoring, start by doubting the scores

#testing #llm #ai

7 min read

Roman Shumyatsky

OpenAI cut a model's price 80% and told nobody. It took me 23 days to notice — and I run a price tracker.

#ai #llm #api #webdev

6 min read

langchain-rust: Build LLM apps with Ollama + local models in pure Rust — no Python needed

#ai #llm #rag #rust

1 min read

How to Run Qwen 3.8 Locally: The 2.4T Max Math, the Open Weight 27B, and What Runs Today

#ai #llm #opensource #tutorial

3 min read

Royal Simpson Pinto

Fail the build when your prompt gets dumber: evalgate for prompt regression CI

#ai #testing #llm #typescript

4 min read

PaliGemma Isn't a Chatbot. It's Your Next Fine-Tuning Base for Vision.

#ai #machinelearning #llm #python

3 min read

You Can't Unit-Test an LLM. Here's What I Built Instead.

#ai #python #llm #evals

8 min read

Why memory bandwidth matters more than TFLOPS for LLM inference

#llm #gpu #nvidia #machinelearning

3 min read

Fix Qwen3.8-Max Flutter Performance Debug: 25% FPS Drop

#flutter #ai #llm #debugging

8 min read

LLMs on Consumer Hardware — Part 2: Prefill and the Failure of the AI PC

#localllama #ai #llm #homelab

4 min read

Stop Waiting for the Full AI Response: Stream Tokens in Python

#ai #llm #python #streaming

2 min read

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