./list-topics.sh

The Party is Over: How I Wrote 90,000 Lines of Code for Pennies Before GitHub Killed the PRU System

GitHub is killing its Premium Request Units (PRU) system on June 1. Here’s how I managed to squeeze 90,000 lines of code out of Copilot's Agent Mode for absolute pennies before the party ended, and how the new token-based billing will change your development workflow.

Local LLMs vs. Cloud: When Small, Vertical AI Outperforms the Giants

From Vibe Coding to Spec-Driven Development: How to Architect LLM Agents for Predictable Multi-File Refactoring

Vibe Coding on Steroids: Attack Vectors and Securing the Model Context Protocol (MCP) in Local Development Environments

The "Cheap AI" Trap: Why Claude 4.6 Sonnet Remains the Undisputed King of Agentic Coding (A Case Study)

As developers, we are biologically wired to optimize. We optimize our loops, our database queries, and lately, our API billing. So, when the benchmarks for DeepSeek V4 Pro dropped, boasting logic capabilities rivaling top-tier models at roughly 1/10th the cost of Anthropic’s offerings, my inner optimizer screamed: "This is it. I’m moving my entire Agentic Workflow to DeepSeek and saving a fortune."

From $0.60 to $0.02: My Journey into Agentic Vibe Coding and Extreme Cost Optimization

Here is the story of how I tamed the beast, optimized my Continue setup, and slashed my API costs by over 90%.