Before You Build
Block No Verify
Brand Landingpage
Business Analytics
Database Design
Documentation Generation
Documentation Standards
File Conversion
Framework Migration
Frontend Mobile Development
Game Development
Hermes Tweet
Hr Legal Compliance
Incident Response
Kubernetes Operations
Machine Learning Ops
NET Contribution
Observability Monitoring
Payment Processing
Plugin Eval
Protect MCP
Python Development · Python…
Quantitative Trading
Review Agent Governance
Ship Mate
Signed Audit Trails
Skill Forge Essentials
Social Publishing
Systems Programming
180 chapters · 328 min
Developer Essentials
Chapter 51 of 180
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack.
2 minutes · 351 words · 26 sections
Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.
1. Observe: What’s the actual behavior? 2. Hypothesize: What could be causing it? 3. Experiment: Test your hypothesis 4. Analyze: Did it prove/disprove your theory? 5. Repeat: Until you find the root cause
Don’t Assume:
Do:
Explain your code and problem out loud (to a rubber duck, colleague, or yourself). Often reveals the issue.
## Reproduction Checklist
1. **Can you reproduce it?**
- Always? Sometimes? Randomly?
- Specific conditions needed?
- Can others reproduce it?
2. **Create minimal reproduction**
- Simplify to smallest example
- Remove unrelated code
- Isolate the problem
3. **Document steps**
- Write down exact steps
- Note environment details
## Information Collection
1. **Error Messages**
- Full stack trace
- Error codes
- Console/log output
2. **Environment**
- OS version
- Language/runtime version
- Dependencies versions
- Environment variables
3. **Recent Changes**
- Git history
## Hypothesis Formation
Based on gathered info, ask:
1. **What changed?**
- Recent code changes
- Dependency updates
- Infrastructure changes
2. **What's different?**
- Working vs broken environment
- Working vs broken user
- Before vs after
3. **Where could this fail?**
- Input validation
-
## Testing Strategies
1. **Binary Search**
- Comment out half the code
- Narrow down problematic section
- Repeat until found
2. **Add Logging**
- Strategic console.log/print
- Track variable values
- Trace execution flow
3. **Isolate Components**
- Test each piece separately
- Mock dependencies
// Chrome DevTools Debugger
function processOrder(order: Order) {
debugger; // Execution pauses here
const total = calculateTotal(order);
console.log("Total:", total);
// Conditional breakpoint
if (order.items.length
VS Code Debugger Configuration:
// .vscode/launch.json
{
"version": "0.2.0",
"configurations": [
{
"type": "node",
"request": "launch",
"name": "Debug Program",
"program": "${workspaceFolder}/src/index.ts",
"preLaunchTask": "tsc: build - tsconfig.json"
# Built-in debugger (pdb)
import pdb
def calculate_total(items):
total = 0
pdb.set_trace() # Debugger starts here
for item in items:
total += item.price * item.quantity
return
// Delve debugger
// Install: go install github.com/go-delve/delve/cmd/dlv@latest
// Run: dlv debug main.go
import (
"fmt"
"runtime"
"runtime/debug"
)
// Print stack trace
func debugStack() {
debug.PrintStack()
}
# Git bisect for finding regression
git bisect start
git bisect bad # Current commit is bad
git bisect good v1.0.0 # v1.0.0 was good
# Git checks out middle commit
# Test it, then:
git bisect good # if it works
git bisect bad # if it's broken
# Continue until bug found
git bisect reset # when doneCompare working vs broken:
## What's Different?
| Aspect | Working | Broken |
| ------------ | ----------- | -------------- |
| Environment | Development | Production |
| Node version | 18.16.0 | 18.15.0 |
| Data | Empty DB | 1M records |
| User | Admin | Regular user |
| Browser | Chrome | Safari |
| Time | During day | After midnight |
Hypothesis: Time-based issue? Check timezone handling.// Function call tracing
function trace(
target: any,
propertyKey: string,
descriptor: PropertyDescriptor,
) {
const originalMethod = descriptor.value;
descriptor.value = function (...args:
// Chrome DevTools Memory Profiler
// 1. Take heap snapshot
// 2. Perform action
// 3. Take another snapshot
// 4. Compare snapshots
// Node.js memory debugging
if (process.memoryUsage().heapUsed > 500 * 1024 * 1024) {
console.warn("High memory usage:", process.memoryUsage());
// Generate heap dump
## Strategies for Flaky Bugs
1. **Add extensive logging**
- Log timing information
- Log all state transitions
- Log external interactions
2. **Look for race conditions**
- Concurrent access to shared state
- Async operations completing out of order
- Missing synchronization
3. **Check timing dependencies**
- setTimeout/setInterval
## Performance Debugging
1. **Profile first**
- Don't optimize blindly
- Measure before and after
- Find bottlenecks
2. **Common culprits**
- N+1 queries
- Unnecessary re-renders
- Large data processing
- Synchronous I/O
3. **Tools**
- Browser DevTools Performance tab
## Production Debugging
1. **Gather evidence**
- Error tracking (Sentry, Bugsnag)
- Application logs
- User reports
- Metrics/monitoring
2. **Reproduce locally**
- Use production data (anonymized)
- Match environment
- Follow exact steps
3. **Safe investigation**
- Don't change production
## When Stuck, Check:
- [ ] Spelling errors (typos in variable names)
- [ ] Case sensitivity (fileName vs filename)
- [ ] Null/undefined values
- [ ] Array index off-by-one
- [ ] Async timing (race conditions)
- [ ] Scope issues (closure, hoisting)
- [ ] Type mismatches
- [ ] Missing dependencies
- [ ] Environment variables
- [ ] File paths (absolute vs relative)
- [ ] Cache issues (clear cache)
- [ ] Stale data (refresh database)Install this repository
npx skills add wshobson/agents/plugin marketplace add wshobson/agentsSkills install per repository, not per chapter — the CLI has no documented per-skill form, so we do not print one.
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.
The verbatim description from this skill’s front matter — the string an agent matches on to decide whether to load it.
main, last pushed 5 August 2026.SKILL.md, not by matching a directory convention. 49 distinct layouts observed: plugins/accessibility-compliance/skills/*/SKILL.md, plugins/agent-teams/skills/*/SKILL.md, plugins/api-scaffolding/skills/*/SKILL.md, plugins/backend-development/skills/*/SKILL.md, plugins/before-you-build/skills/*/SKILL.md, plugins/block-no-verify/skills/*/SKILL.md, plugins/blockchain-web3/skills/*/SKILL.md, plugins/brand-landingpage/skills/*/SKILL.md, plugins/business-analytics/skills/*/SKILL.md, plugins/cicd-automation/skills/*/SKILL.md, plugins/cloud-infrastructure/skills/*/SKILL.md, plugins/conductor/skills/*/SKILL.md, plugins/data-engineering/skills/*/SKILL.md, plugins/database-design/skills/*/SKILL.md, plugins/developer-essentials/skills/*/SKILL.md, plugins/dgx-spark-ops/skills/*/SKILL.md, plugins/documentation-generation/skills/*/SKILL.md.plugins/documentation-standards/skills/*/SKILL.mdplugins/dotnet-contribution/skills/*/SKILL.mdplugins/file-conversion/skills/*/SKILL.mdplugins/framework-migration/skills/*/SKILL.mdplugins/frontend-mobile-development/skills/*/SKILL.mdplugins/game-development/skills/*/SKILL.mdplugins/hermes-tweet/skills/*/SKILL.mdplugins/hr-legal-compliance/skills/*/SKILL.mdplugins/incident-response/skills/*/SKILL.mdplugins/javascript-typescript/skills/*/SKILL.mdplugins/kubernetes-operations/skills/*/SKILL.mdplugins/llm-application-dev/skills/*/SKILL.mdplugins/llm-finetuning/skills/*/SKILL.mdplugins/machine-learning-ops/skills/*/SKILL.mdplugins/observability-monitoring/skills/*/SKILL.mdplugins/payment-processing/skills/*/SKILL.mdplugins/plugin-eval/skills/*/SKILL.mdplugins/pptx-deck-creation/skills/*/SKILL.mdplugins/protect-mcp/skills/*/SKILL.mdplugins/python-development/skills/*/SKILL.mdplugins/quantitative-trading/skills/*/SKILL.mdplugins/reverse-engineering/skills/*/SKILL.mdplugins/review-agent-governance/skills/*/SKILL.mdplugins/security-scanning/skills/*/SKILL.mdplugins/shell-scripting/skills/*/SKILL.mdplugins/ship-mate/skills/*/SKILL.mdplugins/signed-audit-trails/skills/*/SKILL.mdplugins/skill-forge-essentials/skills/*/SKILL.mdplugins/social-publishing/skills/*/SKILL.mdplugins/startup-business-analyst/skills/*/SKILL.mdplugins/systems-programming/skills/*/SKILL.mdplugins/ui-design/skills/*/SKILL.mdh1 and no skipped levels:.claude-plugin/marketplace.json by Seth Hobson, declaring 95 plugins. It is read for editorial metadata only — never as the skill index, which is always the repository tree./wshobson/agents.md, and each chapter at its own .md URL.