What you learned
- Algorithms on clean toy problems
- Data structures in isolation
- Projects you built from scratch
// for graduates
Bridge the Gap Between Your Degree and Your First Real Job
You spent four years learning computer science. Bug Refinery spends the next few months turning that theory into the practical skills companies actually hire for.
// the hard truth
Your Degree Got You the Interview. It Won't Get You Through It.
Most CS programs teach you to write code that works in isolation. Industry wants engineers who can debug production systems, navigate unfamiliar codebases, and ship features under pressure. That's a different skill set — and it's learnable.
What industry wants
- Debug someone else's broken code
- Navigate a 200k-line codebase
- Ship features in an existing system
// the program
What You'll Actually Learn
12 weeks of industry-simulation labs, real codebase debugging, and project-based assessments — designed around how engineering teams actually work.
$ track --debugging
Production Debugging
Weeks 1–4
- Reading and interpreting stack traces
- Debugging race conditions and async bugs
- Memory leak detection and profiling
- Reproducing intermittent failures
$ track --codebase
Codebase Navigation
Weeks 5–8
- Onboarding to an unfamiliar large codebase
- Understanding legacy code without documentation
- Tracing data flow across services
- Making safe changes in code you didn't write
$ track --shipping
Shipping Features
Weeks 9–12
- End-to-end feature development with PR reviews
- Writing tests for existing untested code
- CI/CD pipelines and deployment workflows
- Communicating progress and blockers clearly
// the labs
Real Bugs. Real Codebases. Real Pressure.
Every lab is a simulation of a real engineering scenario. No toy problems.
The Silent Data Loss Bug
A production API is silently dropping 3% of writes. No errors in the logs. Find it, fix it, write the post-mortem.
The Memory Leak
A dashboard app is crashing after 20 minutes of use. Profile it, identify the leak, patch it without breaking existing behavior.
The Flaky Test Suite
A CI pipeline fails randomly on 1 in 5 runs. The team has been ignoring it for months. You're the new hire. Fix it.
The Slow Query
A report that used to run in 2 seconds now takes 4 minutes. No schema changes were made. Diagnose and optimize.
The Race Condition
Two microservices are occasionally writing conflicting data. It only happens under load. Reproduce it, then fix it.
The Undocumented Module
Add a feature to a 6-year-old module with no tests and no documentation. Leave it better than you found it.
// what you get
Walk Out Ready to Contribute on Day One
A verified skills portfolio
Lab completions, debugging assessments, and project work — all documented and shareable with employers.
Direct employer connections
Bug Refinery graduates are introduced to our hiring partner network. No cold applications.
Interview preparation
Mock technical interviews focused on the practical skills companies actually test for — not just LeetCode.
Lifetime community access
A network of engineers who went through the same program. Peer debugging, job referrals, and ongoing support.
// join the waitlist
Get Early Access
The first cohort is limited to 40 students. Join the waitlist and we'll reach out with enrollment details.
- First cohort: 40 students only
- No upfront payment to join the waitlist
- We'll email you with cohort dates and pricing
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