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.
Debugging java.util.Optional NoSuchElementException: When get() Blows Up
A focused debugging guide for NoSuchElementException thrown by Optional.get() called on an empty Optional in Java. Covers root causes, diagnosis, fixes, and a real incident.
Debugging Java Virtual Threads: Pinning, Deadlock, and Carrier Thread Starvation
A hands-on guide to debugging common Java virtual thread failures: pinning, deadlock, and carrier thread starvation. Includes real diagnostics with jcmd, jfr, and thread dumps.
Java Kafka Consumer Not Receiving Messages
A step-by-step debugging guide for when your Java Kafka consumer stops receiving messages: root causes, diagnostic commands, and fix patterns.
Debugging Kubernetes Pod OOMKilled: Beyond the Memory Limit
A hands-on guide to diagnosing and fixing OOMKilled pods in Kubernetes, covering cgroup pressure, memory limits, and hidden memory consumers.
Kubernetes Pod Stuck in Pending: Debugging Resource and Scheduling Failures
A practical guide to diagnosing why a Kubernetes pod remains in Pending state, covering resource constraints, node affinity, taints, and PVC issues with real commands.
Kubernetes Service Not Reachable from Pod: Debugging Ingress, DNS & Network Policies
A practical guide to debugging why a Kubernetes Service is unreachable from within another Pod, covering DNS resolution, network policies, and endpoint health.
Long-form thinking on debugging habits, observability, and the systems around the bug.
Sentry Error Monitoring: A Practical Setup Guide from a Production Outage
A step-by-step setup guide for Sentry error monitoring, covering source maps, release tracking, grouping rules, and alerting — with a real story of a production outage that taught us the hard way.
Reading Prometheus Alert Rules: A Practical Reference for Debugging Firing Alerts
Alert rules look straightforward until you're staring at a firing alert at 3 AM. This post covers the structure, common traps, and how to extract actionable intent from any rule.
Debugging Network Issues with Chrome DevTools: Timing, Waterfalls, and Hidden Columns
A practical guide to diagnosing slow requests, stalled connections, and caching bugs using the Network tab's non-obvious features.
Finding Jank in React Apps with Chrome DevTools Performance Tab
A practical walkthrough of the Performance tab for diagnosing frame drops and long tasks in React apps, with a real debugging story.
Using Breakpoints Effectively: Beyond Step and Continue
Most engineers know F9 to set a breakpoint and F5 to run. But breakpoints have hidden superpowers — conditional, logpoint, hit-count, and data breakpoints — that can cut debugging time in half. Here's how to use them with real examples.
Conditional Breakpoints: When and How to Use Them Beyond the Basics
Conditional breakpoints stop only when a specific condition is true, reducing noise in loops and high-frequency code. Here's how to wield them in Chrome DevTools, VS Code, and IntelliJ, plus a war story about a subtle race condition.