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🧠LLM

Auto-generating SEO descriptions with AI

Using an LLM to generate meta descriptions, alt text, and schema.org data right in the CMS publish flow.

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📚RAG & Vector DB

What is RAG, and when should you use it for internal docs

Comparing RAG with fine-tuning, and when to pick pgvector over a dedicated vector database.

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💬Prompt Engineering

Prompt engineering basics for a customer-support chatbot

Structuring system prompts, few-shot examples, and how to bound a chatbot's answer scope.

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🧠LLM

Comparing GPT-4o, Claude and Gemini for code generation

Evaluating accuracy, speed and cost of three popular models when generating NestJS/TypeScript code.

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🤖AI Agents

Building an AI agent that reviews articles before publishing

Designing an agent that reads content, checks SEO/i18n compliance, flags risk, and suggests edits before an editor approves it.

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⚙️MLOps

Deploying inference models with Docker & GPU

Packaging model serving into containers and managing GPU resources across multiple replicas.

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👁️Computer Vision

Detecting copyright-infringing images with computer vision

Building an automated moderation pipeline for uploaded images before media gets published to a site.

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💬Prompt Engineering

Estimating AI API cost by token usage

A formula for input/output token cost, plus tips for reducing cost with prompt caching.

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