Resources

Knowledge Hub

Guides, tools, benchmarks, and real project breakdowns — everything you need to ship smarter with AI.

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Tech & AI Blog

Practical walkthroughs on coding agents, AI integrations, and modern dev workflows. No fluff — just patterns you can apply to your next sprint.

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The Agent Roundup Newsletter

A weekly dose of what actually works in AI-assisted development. New tools, automation tactics, and lessons from real client projects — straight to your inbox.

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AI chipset visualization representing hardware compute.

AI Hardware Directory

Compare GPUs, edge devices, TPUs, and more. Real specs, real benchmarks, and a built-in calculator to match hardware to your AI workloads.

Browse Hardware

AI Model Rankings

Open-source AI models ranked by benchmarks, popularity, and hardware efficiency. Compare models, check VRAM requirements, and find the best model for your GPU.

Explore Rankings

Hardware Calculator

Enter your hardware specs and discover which AI models run best on your setup. Match GPUs, edge devices, and accelerators to compatible models based on real performance data.

Open Calculator

ROI calculator comparing local AI hardware costs to cloud API pricing.

AI Hardware ROI Calculator

Compare the total cost of running AI locally versus paying for cloud APIs. Find your break-even point and see long-term savings with an interactive amortization chart.

Calculate ROI

Workstation builder wizard recommending AI hardware setups by budget and use case.

AI Workstation Builder

Tell us your budget, what you want to run, and your software stack. We match you to a hand-checked parts list and a pre-built option, side by side.

Start the Wizard

AI Model Treemap

A live AI model treemap of the most downloaded open source models on Hugging Face this month. Tile size shows downloads, color shows the trend. Embed it on your site with one click.

Open the Treemap

Bar chart comparing open and closed source AI model benchmark scores.

Open vs Closed AI Gap Tracker

See the score gap between open-source and closed-source AI models across every text benchmark. Sorted lowest to highest, color-coded so the gap is obvious at a glance.

Open Gap Tracker

Library of AI benchmarks with score distributions and rankings.

AI Benchmarks Library

Plain-language deep dives for each of the 11 datasets we score AI models on. Top scorers, score distributions, lab averages, and benchmark-to-benchmark correlations.

Browse Benchmarks

Aggregated status dashboard for the major AI vendors and Cursor IDE.

AI Stack Status Tracker

Live status and recent incidents for OpenAI, Anthropic, Google AI Studio, xAI, and Cursor in one place. Refreshed every 5 minutes, with an aggregated RSS feed and a banner that fires when more than one vendor is hit at once.

Open Status Tracker

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