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David Frei

Senior DevOps

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How to Test AI Features Without Pretending They Are Deterministic
sleepyfalcon247 profile

How to Test AI Features Without Pretending They Are Deterministic

#ai #testing #qa #devops
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7 min read

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The Real Cost of Owning a Browser Automation Framework
sleepyfalcon247 profile

The Real Cost of Owning a Browser Automation Framework

#testing #automation #devops #playwright
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4 min read
Testing the SaaS Journeys That Break Across Tabs, Tenants, Regions, and Email
sleepyfalcon247 profile

Testing the SaaS Journeys That Break Across Tabs, Tenants, Regions, and Email

#testing #saas #security #automation
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6 min read
Testing AI-Powered Web Apps Requires More Than Browser Automation
sleepyfalcon247 profile

Testing AI-Powered Web Apps Requires More Than Browser Automation

#ai #testing #devops #webdev
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7 min read
The Hard Part of Test Automation Isn’t Writing Tests Anymore
sleepyfalcon247 profile

The Hard Part of Test Automation Isn’t Writing Tests Anymore

#testing #qa #devops #ai
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9 min read
A Passing Test Suite Is Not a Release Signal
sleepyfalcon247 profile

A Passing Test Suite Is Not a Release Signal

#testing #devops #ai #webdev
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8 min read
The Testing Problems That Show Up When Your Web App Becomes a Platform
sleepyfalcon247 profile

The Testing Problems That Show Up When Your Web App Becomes a Platform

#testing #qa #webdev #automation
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4 min read
AI Features Need a Different Testing Strategy
sleepyfalcon247 profile

AI Features Need a Different Testing Strategy

#ai #testing #playwright #selenium
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4 min read
AI Test Automation Is Useful, but It Is Not Magic
sleepyfalcon247 profile

AI Test Automation Is Useful, but It Is Not Magic

#testing #ai #automation #playwright
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6 min read
The Browser Testing Problems That Appear After Your Test Suite Starts Growing
sleepyfalcon247 profile

The Browser Testing Problems That Appear After Your Test Suite Starts Growing

#testing #qa #automation #playwright
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7 min read
Browser Testing in 2026: Better Tools, Smarter Triage, and Fewer False Alarms
sleepyfalcon247 profile

Browser Testing in 2026: Better Tools, Smarter Triage, and Fewer False Alarms

#testing #playwright #ai #devops
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7 min read
Your Frontend Changes Every Sprint. Your Tests Should Know What Matters.
sleepyfalcon247 profile

Your Frontend Changes Every Sprint. Your Tests Should Know What Matters.

#testing #automation #frontend #ai
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15 min read
What Actually Breaks Test Automation After the Demo
sleepyfalcon247 profile

What Actually Breaks Test Automation After the Demo

#testing #qa #automation #playwright
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15 min read
Choosing Software Testing Tools Without Creating More Maintenance Debt
sleepyfalcon247 profile

Choosing Software Testing Tools Without Creating More Maintenance Debt

#testing #webdev #qa #automation
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11 min read
How to Compare Testing Tools Without Getting Fooled by Feature Checklists
sleepyfalcon247 profile

How to Compare Testing Tools Without Getting Fooled by Feature Checklists

#qa #testing #devops
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6 min read
A Field Guide to Choosing Browser Automation That Your Team Can Actually Trust
sleepyfalcon247 profile

A Field Guide to Choosing Browser Automation That Your Team Can Actually Trust

#testing #qa #webdev #frontend
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7 min read
Best Test Automation Tools in 2026
sleepyfalcon247 profile

Best Test Automation Tools in 2026

#testing #automation #qa #ai
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20 min read
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