Developer Tools
Posts in the Developer Tools category from the LionScripts team.
How to Measure Real AI Coding Assistant ROI Beyond Speed
Shipping code faster is only part of the story. Learn how to measure the true ROI of AI coding assistants like GitHub Copilot with metrics that satisfy finance and prove real business value.
How to Estimate AI Coding Assistant Costs Before They Blow Your Budget
AI coding agents can burn through hundreds in API credits before lunch. Learn how AI coding assistant costs accumulate and how to estimate them before your budget blows up.
Setting Coding Rules for AI Assistants in Your Dev Workflow
AI coding assistants can wreck a codebase without guardrails. Learn how to set clear coding rules that keep AI-generated code safe, consistent, and production-ready in your dev workflow.
How to Verify Open-Source Software Before Adding It to Your Stack
Malicious open-source packages have doubled yearly since 2019. Learn a practical, step-by-step process to verify libraries before adding them to your software stack.
Why AI Coding Tools Ship Code Faster But Not Software Faster
AI coding assistants make writing code up to 55% faster, yet deployment frequency and lead times stay flat. Here's why shipping code isn't the same as shipping software.
Why AI-Generated Code Has 70% More Bugs and How to Fix It
AI coding assistants like Copilot, ChatGPT, and Claude ship more bugs and less secure code than you think. Learn why AI-generated code fails and how to fix it.
How to Vet AI Coding Assistants for Security Flaws Before You Trust Them
AI coding assistants can save time but silently introduce security flaws like hardcoded credentials and missing rate limiting. Learn how to vet them before you trust their output.
How to Review AI-Generated Code Before You Trust It in Production
AI can write code in seconds, but blindly trusting it risks costly production disasters. Learn a practical review process to catch dangerous AI-generated code before it ships.
Why AI Coding Tools Make You Faster but Not Ship Sooner
AI coding tools boost typing speed by 25-55%, yet deploy times barely budge. Discover why coding was never the real bottleneck and what actually slows your team down.
How to Choose AI Coding Tools That Reward Soft Skills, Not Just Speed
Speed isn't everything when picking an AI coding assistant. Learn how to evaluate tools that strengthen your team's thinking, code quality, and soft skills, not just output.
How to Set Up a Cross-Platform Package Manager on Any OS
Tired of hunting down installers on every new machine? Learn how to set up a cross-platform package manager on Windows, macOS, and Linux to install software with a single command.
Cross-Platform Package Managers Compared: Winget vs Brew vs Scoop
Setting up a fresh machine shouldn't eat half your day. We compare Winget, Homebrew, and Scoop to help you pick the right cross-platform package manager.