Sahil Kapoor

Instead of hoping systems don’t fail, what if you break them on purpose? To find weak spots before the world does. Netflix, Uber, and Google turned Chaos Engineering into a discipline. Here’s why it matters, how it works, and why it’s the best way to build resilient systems.

Debugging with bad logs is like investigating a crime without CCTV. Structured logs give you the clarity and evidence you need when systems misbehave.

The hardest outages aren't when systems go down-they're when you have no idea what's happening inside. API observability is how you make your system explorable in real time.