Product
Regression Guard
find regressions across components before release
How it works
compare a release candidate with production
Pilot with Early
test a known regression or current release
Understand the problem
What is Regression Intelligence?
understand how a release changes production behavior
Use Cases
see the regression patterns Early is built to catch
Regression Case Files
Featured Case Files
Mastra output processor regression
Conan no-op replacement regression
Pydantic AI streaming regression
View all Case Files
Docs
Blog
Pricing
About
Who we are
our mission, team and investors
Careers
open roles for ai-native builders
Trust center
security, privacy and compliance
[
book a demo
]
[
book a demo
]
Product
Regression Guard
find regressions across components before release
How it works
compare a release candidate with production
Pilot with Early
test a known regression or current release
Understand the problem
What is Regression Intelligence?
understand how a release changes production behavior
Use Cases
see the regression patterns Early is built to catch
Regression Case Files
Featured Case Files
Mastra output processor regression
Conan no-op replacement regression
Pydantic AI streaming regression
View all Case Files
Docs
Blog
Pricing
About
Who we are
our mission, team and investors
Careers
open roles for ai-native builders
Trust center
security, privacy and compliance
[
book a demo
]
[
book a demo
]
Back to Early Blog
Previous articles
All blog posts
Early Team
•
Apr 27, 2025
22 Unit Testing Frameworks and Their Pros and Cons
Developers often spend more time writing unit tests than writing the code they are testing. Most of the time, it is not because their code is bad but because they failed to pick a unit testing framework that fits the...
Early Team
•
Apr 1, 2025
7 Methods to Improve Unit Test Coverage
Writing code is time-consuming, but manually writing unit tests for every function is even more exhausting.
Early Team
•
Jul 22, 2025
A Step-by-Step Guide to JavaScript Unit Testing
If you’ve ever stared at a JavaScript file and wondered where to even start with testing it, you’re not alone. Most developers agree unit testing matters. But in JavaScript, it often feels like a fragmented...
Early Team
•
Jan 30, 2025
A Developer’s Guide to Python Unit Testing
"If it works, don’t touch it" is a common mantra for developers (especially juniors). While this approach works in static environments, software rarely stays unchanged. Unit testing ensures everything works...
Early Team
•
Oct 7, 2024
5 Unit Testing Best Practices you are lost without
Nothing derails a sprint like a missed edge case or brittle code that breaks on deployment. When done right, unit testing is the safety net that catches these issues before they snowball. It's the backbone of...
Early Team
•
Oct 29, 2025
8 Steps to Excel in Pull Request Testing Automation
The pull request looked perfect because all checks passed, and the CI pipeline was green from end to end. The team merged before lunch, confident the automation had done its job. By mid-afternoon, staging had...
Sharon Barr
•
Nov 11, 2024
AI Assistant vs. AI Agent
How AI Agents Enable Faster, More Complex Software DevelopmentImagine this: It’s late at night, and after hours of development, you’re about to push a major update live. But, a nagging thought lingers—have...
Early Team
•
May 27, 2025
Component Testing vs Unit Testing: When to Use Which?
Most developers can’t clearly explain where unit testing ends and component testing begins, which shows in their test suites. What starts as well-intentioned coverage quickly turns into bloated, brittle code...
Early Team
•
Nov 2, 2025
Autonomous Test Code Generation That Actually Works
We set out to benchmark Early’s Repository Agent on a large-scale open source project, no toy examples, no cherry-picking.
Early Team
•
Oct 29, 2025
Why Every Development Team Needs an Automated Testing Strategy
That trust is getting harder to build. Industry analysts predict that by 2027, 80% of engineering teams will use AI-powered coding tools. These tools accelerate development but...
Early Team
•
Aug 31, 2025
8 Best Vibe Coding Tools
Sometimes coding doesn’t start with staring at an empty editor at all. It begins with you throwing a half-formed thought at the model and seeing what comes back. The clunky...
Early Team
•
Aug 28, 2025
7 Ways AI is Being Used in Software Testing
Testing has not kept pace with the speed of modern releases. Teams are pushing code faster, across more services, and into production environments that change daily. Tools like...
Previous
Add more