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Why Your AI Agent Costs 6x More Than You Calculated

Why Your AI Agent Costs 6x More Than You Calculated

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

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

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2 min read
Why We Are Not Building Another Foundation Model

Why We Are Not Building Another Foundation Model

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5 min read
Low-Rank Adapters Turn Preference Tuning Into Shortcut Tuning

Low-Rank Adapters Turn Preference Tuning Into Shortcut Tuning

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4 min read
You are the bottleneck

You are the bottleneck

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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8 min read
Why memory bandwidth matters more than TFLOPS for LLM inference

Why memory bandwidth matters more than TFLOPS for LLM inference

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

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

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2 min read
Stop Prompt Engineering, Start Context Engineering

Stop Prompt Engineering, Start Context Engineering

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2 min read
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