Scale your engineering org with data-driven evaluation. Join 5k+ CTOs and Tech Leads receiving our un-redacted market reports.
Systems engineer focused on building developer-centric hiring workflows.
If your GitHub pinned projects are a Calculator, a Weather App, and a Todo list, you're signaling that you're an Entry-Level Tutorial Follower.
To land a Senior or Mid-level role in 2026, your projects need to solve Real-World Engineering Problems. A recruiter shouldn't just see code; they should see a Product.
A high-impact project isn't just about the "Features." It's about the Infrastructure and Excellence surrounding it.
Instead of a "Social Media Clone," build a "Real-time Analytics Dashboard for WebSocket Traffic."
Production code is 10% features and 90% error handling.
Recruiters rarely look at your source code first. They look at your README.
npm install && npm run dev and have it work, the project doesn't exist.If you're building a project solo, still use Pull Requests. Commit history like "fixed stuff" is a red flag. History with detailed PR descriptions, atomic commits, and linting checks proves you're ready to work in an elite engineering team.
Your portfolio shouldn't be a list of things you've learned. It should be a list of problems you've solved.
Want a peer-review of your projects? Join the FairMatchAI community to get eyes on your engineering work.