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Performance Optimization Agents

76→92 PageSpeed in 4 Hours

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3
Specialized Agents
$36K+
Proven ROI
40%
Time Savings
24/7
Monitoring

3 Agents Working Together

Performance optimization requires continuous monitoring, surgical precision, and rapid validation. Our 3-agent team delivers measurable improvements through orchestrated collaboration.

Proven Results

Optymizer.com: 76→92 PageSpeed, 297KB→3KB assets, $36K+ annual business value. Practice what we preach.

Short QA Loops

Fast validation enables safe iteration. QA sentinel completes checks in <5 minutes, allowing rapid optimization cycles.

Parallel Execution

Scout monitors while Surgeon optimizes simultaneously. 40% faster than sequential workflows.

24/7 Monitoring

Performance scout watches Core Web Vitals continuously. Detects regressions before they impact users.

Meet the Performance Team

Each agent specializes in specific aspects of performance optimization. Together they deliver systematic improvements.

Haiku

performance-scout

Continuous monitoring, regression detection

Fast, cost-effective monitoring that watches Core Web Vitals 24/7. Detects performance regressions before they impact users. Runs every deploy to catch issues early.

Capabilities
  • Real-time Core Web Vitals monitoring
  • Performance regression detection
  • Automated Lighthouse audits per deploy
Model
Haiku
Speed
~2x faster
Cost
50-90% cheaper
Use Case
Continuous performance surveillance
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Sonnet

asset-surgeon

Icon migration, image optimization, code optimization

Surgical precision for performance fixes. Migrated Font Awesome to Material Icons (297KB → 3KB, -99%). Optimizes images, minifies code, eliminates render blockers.

Capabilities
  • Icon system migration (Font Awesome → Material)
  • Image compression and format conversion
  • Code minification and tree-shaking
Reduction
297KB → 3KB
Asset Savings
-99%
LCP Impact
-27%
Use Case
Targeted performance surgery
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Haiku

qa-sentinel

Fast validation, accessibility checks, performance verification

Rapid quality assurance after every optimization. Validates performance gains, checks accessibility compliance, ensures no regressions. Short QA loops enable safe iteration.

Capabilities
  • Performance metric validation
  • Accessibility compliance testing (WCAG 2.1 AA)
  • Visual regression detection
Model
Haiku
QA Speed
&lt;5 minutes
Accuracy
100%
Use Case
Fast validation enabling safe iteration
Learn More

How They Work Together

5-phase proven workflow that delivered 76→92 PageSpeed on Optymizer.com in just 4 hours.

1

Scout Identifies Issues

performance-scout

Continuous monitoring detects performance regression. Icon assets flagged as render blocker (297KB). LCP at 3.7s exceeds "Good" threshold.

2

Surgeon Fixes Problems

asset-surgeon

Migrates Font Awesome icons to Material Icons. Reduces assets from 297KB to 3KB (-99%). Eliminates render blocker, improves LCP from 3.7s to 2.7s.

3

Sentinel Validates Changes

qa-sentinel

Fast QA validation confirms performance gains. Checks accessibility compliance. Verifies no visual regressions. Approves deployment in &lt;5 minutes.

4

Scout Monitors Results

performance-scout

Post-deployment monitoring confirms PageSpeed improved from 76 to 92 (+21%). Tracks Core Web Vitals to ensure sustained improvements.

5

Iterate & Improve

All agents

Short QA loops enable rapid iteration. Scout detects next opportunity. Surgeon optimizes. Sentinel validates. Continuous improvement cycle.

Why Agent Orchestration Works

Multiple agents working in parallel with short QA loops deliver 40% faster results than sequential workflows.

Short QA Loops

&lt;5 min QA cycles

Fast validation after each change enables safe iteration. Catch issues early before they compound.

Parallel Execution

40% time savings

Scout monitors while Surgeon optimizes simultaneously. No waiting for sequential handoffs.

Proven Workflow

76→92 PageSpeed

5-phase process validated on Optymizer.com. Repeatable system for consistent results.

24/7 Monitoring

Always watching

Scout watches Core Web Vitals continuously. Alerts on regressions before users notice.

Parallel Execution + Short QA Loops = 40% Time Savings

Systematic efficiency gains through proven orchestration patterns

Case Study: Internal Project

Real Results from Optymizer.com

Practice what we preach. We optimized our own website using these 3 agents in November 2024. Documented results with measurable business value.

Optymizer.com
4 hours
November 2024
Mobile PageSpeed Score
76 → 92
+21%
Largest Contentful Paint
3.7s → 2.7s
-27%
Icon Asset Size
297KB → 3KB
-99%
Annual Business Value
$0 → $36K+
New revenue
Read Full Case Study

Ready to Optimize Your Website Performance?

Get a free performance audit. We'll show you exactly what's slowing down your site and how to fix it.

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76→92 PageSpeed Proven
$36K+ ROI Documented
17+ Years Experience
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