Buglyst Blog
Learn to debug under pressure.
Playbooks for fast pattern recognition, guides for the full investigation, and articles for the engineering judgment around the edges.
17 playbooks · 509 guides · 95 articles · 12 linked practice labs ·skip to practice
Fast pattern recognition for the production failures engineers see most often.
17 playbooks
Debugging Env Var Issues
A concise checklist for incidents where local works but CI, staging, or production changes behavior.
Debugging Cache Stampedes
How to recognize and contain request spikes when cached data expires.
Debugging CORS Origin Bugs
A practical way to inspect origin parsing, credentials, and header behavior.
Debugging Retry Bugs
Retry issues often hide the first failure and create duplicate work.
Debugging Timezone Bugs
Time bugs usually live at day boundaries, DST changes, and unit conversions.
Debugging Pagination Bugs
Pagination bugs hide in boundary math, cursor reuse, and new records arriving between pages.
Structured investigations for the failure modes engineers meet in real systems.
Kubernetes ConfigMap Not Mounting as Volume – Debugging Guide
A practical guide to diagnose and fix ConfigMap volumes that fail to mount in Kubernetes pods, covering common misconfigurations and hidden gotchas.
Kubernetes PersistentVolumeClaim Stuck in Pending: Debugging Guide
A practical guide to debugging a PersistentVolumeClaim stuck in Pending state in Kubernetes, covering storage class misconfiguration, missing provisioner, and capacity issues.
Kubernetes RBAC 403 Forbidden: Debugging Authorization Denials
A practical guide to diagnosing and fixing Kubernetes RBAC 403 Forbidden errors, covering common causes, diagnosis steps, and fixes with real-world examples.
Kubernetes Ingress Not Routing Traffic: A Debugging Guide
A concrete debugging guide for when your Kubernetes Ingress controller stops routing traffic to services, covering diagnosis, common causes, and fixes.
Kubernetes HPA Not Scaling: Diagnosing and Fixing Stuck Autoscalers
A practical guide to debugging Horizontal Pod Autoscalers that refuse to scale, covering metrics pipeline issues, target utilization mismatch, and custom metrics pitfalls.
Kubernetes Node Not Ready: Beyond the Textbook
A practical guide to debugging Kubernetes nodes stuck in NotReady state, covering kubelet, CNI, disk pressure, and real-world edge cases.
Long-form thinking on debugging habits, observability, and the systems around the bug.
The Art of the Minimal Reproducible Example: A Debugging Superpower
A minimal reproducible example (MRE) is more than just a snippet — it's a tool that isolates the bug, saves time, and gets you faster answers. Here's how to build one that works, with a real-world war story.
Retry Storms: When Retries Make a Cascading Failure Worse
Retries seem like a safety net, but in a distributed system under load they can turn a small hiccup into a full outage. Here's how retry storms form and what to do about them.
Caching Bugs Are the Worst: A Postmortem on Stale Data Disasters
A deep dive into the most insidious caching bugs, with real postmortems and practical patterns to avoid stale-data disasters.
Observability vs. Monitoring: Why Your On-Call Rotation Still Wakes You Up at 3 AM
Monitoring tells you something is broken. Observability lets you figure out why—without guessing, without SSH, without restarting the pod.
Debugging Flaky Tests for Good: A Systematic Approach to Root Cause Analysis
Flaky tests waste time and erode trust. Here's how to find and fix the actual root cause instead of just rerunning.
Idempotency Keys: The Safety Net Your Payment API Needs
How idempotency keys prevent double charges, lost refunds, and data corruption in payment APIs. With real-world examples and edge cases you haven't considered.