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The AI Engineer's Roadmap for 2026
It's been a while. I'm back with a clear plan for overwhelmed engineers. And the most important thing I've ever built for you.
Jan 9
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Shivani Virdi
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The Illusion of Illusion... of AI?
A Builder's front row seat to the AI Reasoning Wars and what the Apple vs. Anthropic debate really means for those of us who build.
Jul 7, 2025
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Shivani Virdi
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An Engineer's Guide to Fine-Tuning LLMs, Part 2: The Execution Playbook
A deep dive into the methods, fine-tuning pipeline, and operational risks of building specialised models.
Jun 21, 2025
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Shivani Virdi
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The Engineer’s Guide to RAG
May 7, 2025
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How GPTs Are Born: Internet Feeding, Token by Token
Apr 16, 2025
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Shivani Virdi
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Why Every AI Builder Needs to Understand MCP
Apr 30, 2025
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An Engineer's Guide to Fine-Tuning LLMs, Part 2: The Execution Playbook
Jun 21, 2025
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Shivani Virdi
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An Engineer’s Guide to Fine-Tuning LLMs – Part 1
Jun 12, 2025
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How GPTs Learn to Be Helpful
Apr 23, 2025
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An Engineer’s Guide to Fine-Tuning LLMs – Part 1
Understand where fine-tuning fits in the LLM lifecycle, how it compares to prompting or retrieval — and when it’s the right tool for the job.
Jun 12, 2025
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Shivani Virdi
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The Dangerous Thing About AI Hype?
Before the Next Deep Dive, A Message for the Builders.
May 23, 2025
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Shivani Virdi
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Inside DeepSeek-R1: A Masterclass in Incentivising Intelligence
What DeepSeek-R1 really teaches us: how to build models that learn, align, and evolve — without millions of labels.
May 15, 2025
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Shivani Virdi
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The Engineer’s Guide to RAG
Make Your Dumb Model Useful: A Dead-Simple Guide to Retrieval-Augmented Generation
May 7, 2025
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Shivani Virdi
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Why Every AI Builder Needs to Understand MCP
The Model Context Protocol is redefining how we build with AI. Here’s what it is, why it matters, and how to use it to build your own modular AI Second…
Apr 30, 2025
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Shivani Virdi
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