How to Make Your Software Observable and Resilient Under Pressure

How to Make Your Software
Observable and Resilient Under Pressure
*my notes, based on hard-earned experience and observations building and running production systems.

Topics

Resilience Fundamentals

Resilience Fundamentals

Build systems that don't break when things go wrong, handle spikes, and recover fast.
AI Systems Monitoring

AI Systems Monitoring

Monitor AI-powered pipelines: track prompt metrics, model drift and guardrail triggers.
People, Process, Production

People, Process, Production

Clarify who owns what, how they escalate, and what happens when things go wrong.
Effective Observability Patterns

Effective Observability Patterns

Make metrics, logs, and traces useful during incidents - not just dashboard noise.
How Systems Break in Production

How Systems Break in Production

Failure patterns, outage stories, and how to prevent them before they take you down.
Monitoring Stack & Tools

Monitoring Stack & Tools

Choose and deploy metrics, logs, and tracing tools that keep infrastructure stable.