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Actual Code
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Actual Code
Generate real-world coding interviews from your GitHub repos
# Recruiting
Featured on : Aug 17. 2025
Featured on : Aug 17. 2025
What is Actual Code?
Stop testing developers on algorithms they'll never use. Actual Code analyzes your GitHub repos and generates relevant coding challenges based on your real codebase patterns and issues.
Problem
Users currently rely on traditional coding interviews that focus on algorithmic challenges, which do not reflect real-world coding scenarios and fail to assess candidates’ actual codebase management skills.
Solution
A technical assessment platform where users generate real-world coding interviews by analyzing their GitHub repositories to create challenges based on real codebases, such as identifying bugs or refactoring code.
Customers
Engineering managers, technical recruiters, and developers involved in hiring processes, particularly those prioritizing practical coding skills over theoretical algorithms.
Unique Features
Generates interviews tailored to a company’s specific codebase patterns/issues, replacing generic algorithmic questions with real-world tasks like debugging or feature implementation.
User Comments
Improves hiring accuracy by testing real coding skills.
Reduces time spent designing relevant challenges.
Aligns assessments with actual job requirements.
Enhances candidate experience with practical tasks.
Simplifies technical screening for teams.
Traction
Launched on Product Hunt in June 2024 with 500+ upvotes. Early adopters include tech startups and mid-sized SaaS companies, though specific MRR/user numbers are undisclosed.
Market Size
The global technical hiring tools market is projected to reach $2.5 billion by 2027, driven by demand for skills-based assessments.