AISecuring AI Generated Code: You Ship It, You Own ItThe real security risk of AI isn't just buggy output—it's the erosion of developer ownership. Learn how to reinvest the time saved by AI into rigorous review and why you must treat every generated line as code you wrote yourself.
Technical Debt12 Real-World Technical Debt Examples (And How to Pay Them Down)Technical debt isn't a ghost in your legacy system — it's the PR you approved yesterday. 12 types from architectural drift to AI-generated bloat, with real incidents (Knight Capital's $440M loss, the Southwest meltdown) and a Debt Portfolio scoring framework to prioritize what to fix first.
Technical LeadershipThe AI Code Audit: Why Senior Devs Must Become EditorsAI-generated code looks flawless and still builds a skyscraper on a swamp. The senior developer's AI code audit playbook: a Zero Trust checklist, the three audit types that matter, a cross-model workflow (Claude Code + Codex, human adjudicates), and what compliance auditors want.
AI FeaturedAI Pair Programming: Your First Mentor (Not a Vending Machine)Stop treating AI like a code vending machine. This playbook helps you use tools like GitHub Copilot and ChatGPT. These tools act as personal mentors. They help you learn faster, work with confidence, and build important habits.
Software Development FeaturedOver-Engineering Features: Why Your “Simple” Feature Became a MonsterThat 'simple' feature grew into a 2,000-line monster with six layers of abstraction. Sound familiar? We developers confuse 'interesting to build' with 'right for the problem.' The truth is, complex code isn't a technical problem; it's a communication problem. Here's how to break the addiction.
