Articles tagged with: AI & ML

Making AI Agents More Effective Without Fine-Tuning or RAG

Summary: A practical guide to improving agent effectiveness through structured instructions, skills, rules, subagents, and AI-oriented documentation, without relying on fine-tuning or RAG.


Book Review: The New Rules

Summary: A review of the book 'The New Rules - Developer's Guide to AI Era'.


Experimenting with GitHub Copilot Pro in a Django Project

Summary: Hands-on account of testing GitHub Copilot Pro, Claude 4.5, and GitHub's new review tools by delegating a real Django feature implementation to the AI, with minimal manual coding.


LLMs can't count reliably - and that’s not a problem

Summary: LLMs can't reliably do math or counting on their own, but tool calling lets them delegate those tasks to external code or APIs, making them accurate without needing innate calculation skills.


Your choice of agentic IDE or tool matters

Summary: A content blocking scenario that turned into a small comparison of three agentic IDEs and CLIs.