The Generative AI – Agentic AI – AI Fusion – AI Research – AI Deployment – AI Agents – Local AI – Playbook. AI, ML, DL, RL, SLMs, LLMs, Local LLMs, LangChain, LangGraph, LangSmith, REST APIs, Docker, Scikit-Learn Stack, TensorFlow, PyTorch, Algorithms, Optimization, Metaheuristics, TDD, 100% Code Coverage, Design Patterns, Anti-Patterns. Professional Writer – TDD Developer in Python & Rust – Author-In-Progress – AI Tools Expert – Gen AI Expert – AI Training – AI Mentoring. Explore, Subscribe, and Follow for more. DM on LinkedIn for AI Training or AI Mentoring, or for a quick chat. Open to work now as a TDD Developer, 100% code coverage.
Python is not going anywhere. But it is being outrun. Badly. And by May 2026, the evidence is no longer a whisper. It is a roar. Hold on, Thomas," you might say. Python runs PyTorch. Python runs vLLM. Python runs the entire Hugging Face ecosystem. What exactly are you talking about? Fair enough. And I … Continue reading Rust Is Eating Python in Generative AI
Section 1: The API Bill Is Due: Why Running AI Locally Is Now a Financial Decision Last month, a founder I mentor sent me a screenshot of his OpenAI billing dashboard. The number was $2,847. For a single month. For a two-person startup. His product was barely in beta! I have been there. We all … Continue reading How to Run Claude-Level LLMs Locally
