AI Engineering Utilities

AI Engineering & Hardware Utilities

Practical, browser-based utilities to size GPU infrastructure, optimize LLM token spending, and audit generative search visibility. 100% client-side, zero signup required.

Free
memory

LLM GPU VRAM Sizing Calculator

Calculate exact GPU memory requirements, KV cache footprint, and hardware suitability for hosting LLMs on vLLM, SGLang, and Ollama.

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Free
token

LLM Token & Cost Counter

Count tokens and estimate API costs for GPT-4o, Claude, Gemini, and Llama models instantly. No data leaves your browser.

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Free
manage_search

AI Search Visibility Checker

Score your technical articles and system prompts against 8 AEO signals to evaluate citation likelihood in ChatGPT, Perplexity, and Claude.

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Free
shield_lock

PriviPaste

A free VS Code extension that redacts PII, API keys, and sensitive tokens locally before pasting into AI tools.

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