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TCAL is Tech, Coding & AI Learning — developer tutorials, AI tool reviews, and coding guides. No fluff — just practical knowledge you can use today.
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Already-published TCAL guides. No new directories.
| Topic | Published guide |
|---|---|
| What TCAL means | What Is TCAL? Tech, Coding & AI Learning |
| AI & Dev Tools | Cursor vs GitHub Copilot: Which AI Code Editor Wins? |
| Local Models & Hardware | How to Run LLMs Locally: Ollama, llama.cpp, and Hardware Requirements |
| Coding Tutorials | How to Use the Claude API: A Complete Beginner Tutorial |
| Web & Infrastructure | Best Web Hosting for Developers: 6 Top Platforms Compared |
Browse by topic
Live guides grouped for tech, coding, and AI learning.
AI & Dev Tools
Editor and model comparisons, agents, and free or self-hosted coding assistants.
Local Models & Hardware
Run models on your own machine, then size GPUs and laptops for that stack.
Coding Tutorials
API walkthroughs, prompt patterns, pair-programming habits, and day-to-day engineering.
Web & Infrastructure
Where to host what you build and how to ship it through CI/CD.
Latest Articles
Reviews, tutorials, and guides to help you build better software with AI
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How to Use a Local LLM in Cursor with Ollama (2026 Tunnel Setup)
Desk notes on Cursor plus Ollama: HTTPS tunnel, what still stays in Cursor cloud, and when to skip a GPU buy.
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The Best GPUs for Running Local LLMs in 2026
VRAM tables and desk buying notes for local LLM inference: 8B–70B sizing, NVIDIA vs AMD vs Apple Silicon, and current-card price searches.
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Best Laptops for Developers in 2026: Specs, Use Cases, and Picks
Desk notes on MacBook Pro, ThinkPad X1, Framework 13, Zephyrus G14, and MacBook Air — memory, Linux, and local-AI fit, not listing copy.
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How to Build a T-Test Calculator App Using AI (Understanding & Calculating tcale)
Learn how to calculate t-calculated (tcale), compare t-calculated vs t-critical, and build a fully functional T-Test Calculator app using AI coding assistants.
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What Is TCAL? Tech, Coding & AI Learning
TCAL stands for Tech, Coding & AI Learning — developer tutorials, AI tool reviews, and coding guides from the TCAL publication.
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How to Run DeepSeek-R1 Locally with Ollama: The Complete Developer Setup
Run DeepSeek-R1 distilled models with Ollama, size VRAM, and point Cursor or VS Code at the local API — not a localhost Cursor hop.