Writing from 2025
- Document or Die: Why Your Code's DNA Determines Its Survival in the AI Era
The future of software development is not about writing code, but about designing the DNA that will replicate across thousands of generated implementations.
- AI Darwinism: Why RAG Will Never Die
Understand why Retrieval-Augmented Generation (RAG) remains crucial for LLM performance and efficiency, even with massive context windows, by viewing it as context optimization.
- Transactions, Commits, and Rollbacks in SQLModel: A Mental Model That Actually Makes Sense
Learn how to effectively manage database transactions in Python using SQLModel through an intuitive Git-based mental model and proven optimization patterns.
- Inside the Eye of AI's Storm: The Ghiblication Moment
Explore the Ghiblification moment in AI, a unique blend of creativity and calm amidst rapid technological change.
- Vibes Fade, Knowledge Lasts: The Case Against Lazy Coding Culture
Explore the tension between vibe coding and fundamental knowledge in programming, highlighting the importance of learning and humility.
- Skip Manual Labeling: How You Can Automatically Caption Images with Spacial Awareness for Any Product
Automate image captioning with spatial awareness using AI models, transforming tedious tagging into an efficient pipeline for product images.
- How You Can Save 20,000+ Hours a Year with a Secure, GPT-Driven Meeting to Email Workflow
Transform your Zoom meetings into actionable emails with a secure, GPT-driven workflow, saving 20,000+ hours annually.
- The Honest Path to Leveling Up Your AI Consulting Career
Explore the Strategic Loss Leader approach to level up your AI consulting career by making strategic investments for long-term growth.