Hey dev.to community! I just launched CodeLens AI — an AI-powered code review tool that automatically reviews every pull request. Connect your GitHub repo Open a PR AI automatically reviews the code Detailed review comment posted on PR Bugs and logic errors SQL injection and security vulnerabilities Performance issues Code quality improvements Next.js + TypeScript NextAuth + GitHub OAuth Supabase
Why We Open-Sourced Our AI Safety Layer When we built the AI safety layer for As You Wish (AYW), we faced a choice: keep it proprietary or open-source it to help the community. Here's why we chose the latter (and why it made our platform stronger). If you're building AI-assisted development tools, you need: Input validation (sanitizing prompts, preventing injection) Output filtering (catching u
If you want to Automate GitHub PRs, the real goal is not just adding another bot comment to a pull request. The goal is to give reviewers the context they usually have to gather manually: who owns the service, whether it is deployed, whether basic repository standards are in place, and whether the change looks safe to merge. A useful AI pull request workflow can do exactly that. When a PR opens, i
How I Used GitHub Actions to Auto-Publish to AMO on Every Release Manually uploading extension files to AMO (Mozilla's Add-On Observatory) is tedious. After the fifth time forgetting to increment the version number, I automated it with GitHub Actions. Here's exactly how I set up the pipeline for the Weather & Clock Dashboard extension. Trigger on new GitHub release Validate the manifest version
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
Your generic linter doesn't know the difference between a Server Component and a Client Component. MergeWell does. We've all been there. You open a pull request at 4 PM on a Friday. Your teammate glances at the diff, sees it's a Next.js change, and approves it — because honestly, who has the bandwidth to reason through every App Router edge case under deadline pressure? So you merge. And Saturday
I maintain a small open-source project called pubm. pubm is a tool for complex publish and release workflows. Since the project is still small, I use GitHub issues as my planning system. Every feature idea, rough product thought, and future workflow becomes an One of those issues was about release channels: stable, beta, rc, canary, nightly, and how pubm should treat them as first-class release wo
The problem (3 sentences) ROS CI pipelines are slow because check_urdf needs full ROS install Most GitHub Actions runners don't have ROS You just want to catch broken joint refs before merging The solution (show the YAML) 6 lines of GitHub Action config No ROS install, no Docker, runs in 5 seconds Real example (screenshot) Show NASA Robonaut 2 URDF passing validation Show a broken URDF failing wit