Claude Code, CLAUDE.md, and Token Optimization: Practical Tips for RAG Development Without Burning Your Credits

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

I really struggled with this post, probably because I wanted to say too much. It is not easy to combine the practical application of AI…

Continue reading → Claude Code, CLAUDE.md, and Token Optimization: Practical Tips for RAG Development Without Burning Your Credits

AI-Augmented Journalism: Practical Implementation of Semantic Clustering, Multilingual Transcription, and WordPress Automation

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

It’s been ages since I’ve written anything or posted a video on YouTube. My online presence is abysmal. Is this the beginning of the wisdom…

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AI, Agentic Browsers and the End of Digital Autonomy

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

Contemporary work is defined by two major characteristics: performance and productivity. Artificial intelligence now fits into this logic as an optimization tool meant to amplify…

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Rescuing Failed AI Implementations + Practical Explorations with n8n, Ollama & GEO

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

When Your AI Project Goes Off the Rails: A Survival Guide Professionally, losing your footing in a digital product project is just… normal. In management…

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AI Implementation Challenges: Strategic Considerations for Prompt Management, Data Integration, and Organizational Knowledge Sharing

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

It is not uncommon in professional contexts to encounter significant setbacks that challenge one’s assumptions and capabilities. Such setbacks may temporarily or permanently undermine progress…

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Maximizing Claude AI: Desktop App, MCP, Agents & Presentation Generation Guide

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

I don’t consider myself a developer! Although I’ve long understood the value of programming because it allows you to get to grips with reality on…

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The ‘Green’ AI Myth: Carbon Costs of ML Models & Insights on GEO and DeepSeek Fine-tuning

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

I’ve been deeply immersed in AI’s role in our daily lives, exploring several interconnected themes. My recent focus has been on Generative Engine Optimization (GEO)…

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Breadcrumbs of Innovation: A Snapshot of AI Explorations

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

In the ever-evolving landscape of artificial intelligence, finding coherence can feel like solving a complex puzzle with constantly shifting pieces. Much like the traditional new…

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Content Quality: How Sentence Embeddings Can Save AI-Generated Content and some other concerns on AI: Environmental Impact, Job Loss

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

I don’t like much laudatory speeches. I’m wary of them. They often sound false, closer to magical thinking than anything else. Inevitably, on AI, these…

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Promptfoo: The Ultimate Tool for Ensuring LLM Quality and Reliability

AI & Machine Learning Business & Case Studies Programming & Databases Technology & Trends Tools & Productivity Tutorials & How-to UX & Product Design Web Development

After exploring MLflow’s “using Prompt Engineering” feature. A feature that allowed me to reach a satisfactory “prompt+LLM” combination level and was the subhect of my…

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