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.
IndexedDB Data Not Persisting: Silent Writes and Missing Transactions
When IndexedDB writes appear to succeed but data vanishes on reload, the root cause is almost always a mishandled transaction, quota error, or blocked upgrade. This guide exposes the real-world failures behind 'not storing data' and how to trace them.
Web Worker Communication Failures: Why postMessage Stops Working
A deep dive into why postMessage between main thread and web workers silently fails, covering cloning errors, closed ports, and structured clone algorithm limits.
Debugging Ruby Bundler Gem Conflict Errors
A practical guide to diagnosing and resolving gem dependency conflicts in Ruby Bundler, with real commands and war stories.
Rails Database Migration Error: Failed to Add Column Due to Lock Wait Timeout
A practical guide to diagnosing and fixing Rails migration failures caused by lock wait timeouts, schema inconsistencies, and database deadlocks in production.
Detecting and Fixing ActiveRecord N+1 Queries in Rails
A practical guide to identifying, diagnosing, and eliminating N+1 queries in Rails applications using Bullet, rack-mini-profiler, and eager loading.
How to Debug a Failing Sidekiq Job That Keeps Retrying
A practical guide to diagnosing and fixing Sidekiq jobs that fail and retry endlessly—covers real causes, commands, and fixes.
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.