- A sysadmin wrote a config file
- That config file became a best practice
- That best practice became a Stack Overflow answer
- That Stack Overflow answer trained an AI model
- That AI model became a $20/month coding assistant
- That coding assistant now writes config files
The knowledge you gave away for free
is being sold back to you with a chat interface.
And they’re calling it the future of engineering.
We hired a backend guy recently who didn’t know half the buzzwords.
No Saga, no CQRS, shaky on K8s. On paper, easy reject.
Then we gave him a real prod-ish bug:
sporadic 500s, p95 spikes, only on one endpoint.
He did 3 things:
1. Asked for repro + timeline. “When did it start? What changed? Any new feature release?”
2. Cut the problem space. Logs first, then metrics, then a single failing request ID.
3. Formed a hypothesis, tested it, wrote down what each result would mean.
Found it in 25 mins:
connection pool exhausted from one code path leaking retries + no timeout.
I’ll take that over memorized concepts anyday.
This is what people don't get right, companies hire for fundamentals + debugging. You can teach patterns. You can’t teach calm thinking under failure.
System Design Blueprint
We've created a template to tackle various system design problems in interviews.
Hope this checklist is useful to guide your discussions during the interview process.
This briefly touches on the following discussion points:
- Load Balancing
- API Gateway
- Communication Protocols
- Content Delivery Network (CDN)
- Database
- Cache
- Message Queue
- Unique ID Generation
- Scalability
- Availability
- Performance
- Security
- Fault Tolerance and Resilience
- And more
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