70% Fewer Bugs.

30% Faster Engineering Cycles.

How postilize achieved full regression testing with Checksum.ai

70%

Reduction in Bugs

0%

Flakiness

30%

Faster Engineering Cycles

70% Fewer Bugs.

30% Faster Engineering Cycles.

How postilize achieved full regression testing with Checksum.ai

70%

Reduction in Bugs

0%

Flakiness

30%

Faster Engineering Cycles

About Postilize

Postilize is a SaaS company providing

AI assistants to automate social

media and email outreach, boosting performance that increases customer touchpoints and keeps businesses informed and connected with clients and prospects.

The Challenge: Two Steps Forward One Step Back

As an innovative and fast-growing company, Postilize prioritized rapidly launching new features to stay ahead. However, as the team expanded and platform complexity increased, maintaining the balance between speed and stability became increasingly difficult.

The team found themselves in a frustrating cycle: for every two steps forward, they had to take one back, constantly firefighting regressions. Instead of progressing smoothly after feature launches, they faced a growing backlog of issues that needed immediate attention.

This situation hindered the team’s ability to focus on planned sprints. Frequent context switching between fixing bugs and building new feature created inefficiencies and made it hard to maintain momentum.

Automated Tests kept breaking

Traditional automated testing struggled to keep pace with Postilize’s rapid feature development. Tests were often unreliable, breaking frequently and failing to provide meaningful feedback to the engineering team. The team spent excessive time maintaining and updating existing tests, and the CI/CD pipeline became inconsistent, further slowing the release process.

The Solution: AI-Driven Testing with Checksum.ai

Checksum uses AI to automatically generate end-to-end browser tests based on real user activity. Instead of manually writing and maintaining tests, Checksum’s AI learns how to use your app from user sessions, identifies relevant test cases, and adapts to changes in your code.

Auto-Generation

Tests are generated automatically using proprietary AI, saving months in development time writing and maintaining tests.

Auto-Generation

Tests are generated automatically using proprietary AI, saving months in development time writing and maintaining tests.

Realistic Coverage

Models are trained on actual user activity, so tests are realistic and coverage cases as well as the happy path.

Realistic Coverage

Models are trained on actual user activity, so tests are realistic and coverage cases as well as the happy path.

Self-Healing Tests

Tests are built and run using advanced ML models trained on your specific software, making them robust and adptive.

Self-Healing Tests

Tests are built and run using advanced ML models trained on your specific software, making them robust and adptive.

No Lock-In

Output is standard playwright or Cypress code, giving you full control without limitations.

No Lock-In

Output is standard playwright or Cypress code, giving you full control without limitations.

The Results: Ship Faster, Ship Confidently

Within just a few weeks, Postlize achieved remarkable results with Checksum:

Step 1

Full Testing Suite with Minimal Effort

A comprehensive testing suite was established without requiring significant engineering resources.

Step 1

Full Testing Suite with Minimal Effort

A comprehensive testing suite was established without requiring significant engineering resources.

Step 2

Complete CI/CD Pipeline

Every pull request is automatically tested and deployed to production, backed by comprehensive and durable testing.

Step 2

Complete CI/CD Pipeline

Every pull request is automatically tested and deployed to production, backed by comprehensive and durable testing.

Step 3

Immediate Feedback

Engineers get instant regression feedback, fix issues on the spot, and move on without disruption.

Step 3

Immediate Feedback

Engineers get instant regression feedback, fix issues on the spot, and move on without disruption.

Step 4

Focus on Innovation

Engineers can concentrate on sprints and new features instead of constantly firefighting old bugs.

Step 4

Focus on Innovation

Engineers can concentrate on sprints and new features instead of constantly firefighting old bugs.

Step 5

Auto-Healing Tests

As new features ship, tests automatically adapt, keeping the testing suite current and CI/CD results accurate.

Step 5

Auto-Healing Tests

As new features ship, tests automatically adapt, keeping the testing suite current and CI/CD results accurate.

What Postilize’s Founders Say

Checksum transforms engineering workflows by stabilizing tests, tightening feedback loops, and eliminating hours of repetitive debugging. With cleaner results and dependable automation, teams experience smoother development and more predictable deployments.

With Checksum, Postilize is able to simply ship faster. Having a full testing suite with no flakes and little effort on our side allows us to spend less time firefighting, get immediate feedback, and ship to production daily.

James Wang, Co-founder, Postilize

Checksum is now a Google Partner

Checksum AI and Google Cloud: End-to-End Testing AI Innovation

Checksum is now

a Google Cloud Partner

Checksum is now a Google Partner

Checksum AI and Google Cloud: End-to-End Testing AI Innovation

70% Fewer Bugs.

30% Faster Engineering Cycles.

How postilize achieved full regression testing with Checksum.ai

70%

Reduction in Bugs

0%

Flakiness

30%

Faster Engineering Cycles

About Postilize

Postilize is a SaaS company providing AI assistants to automate social media and email outreach, boosting performance that increases customer touchpoints and keeps businesses informed and connected with clients and prospects.

The Challenge:
Two Steps Forward
One Step Back

As an innovative and fast-growing company, Postilize prioritized rapidly launching new features to stay ahead. However, as the team expanded and platform complexity increased, maintaining the balance between speed and stability became increasingly difficult.

The team found themselves in a frustrating cycle: for every two steps forward, they had to take one back, constantly firefighting regressions. Instead of progressing smoothly after feature launches, they faced a growing backlog of issues that needed immediate attention.

This situation hindered the team’s ability to focus on planned sprints. Frequent context switching between fixing bugs and building new feature created inefficiencies and made it hard to maintain momentum.

Automated Tests kept breaking

Traditional automated testing struggled to keep pace with Postilize’s rapid feature development. Tests were often unreliable, breaking frequently and failing to provide meaningful feedback to the engineering team. The team spent excessive time maintaining and updating existing tests, and the CI/CD pipeline became inconsistent, further slowing the release process.

The Solution: AI-Driven Testing
with Checksum.ai

Checksum uses AI to automatically generate end-to-end browser tests based on real user activity. Instead of manually writing and maintaining tests, Checksum’s AI learns how to use your app from user sessions, identifies relevant test cases, and adapts to changes in your code.

Auto-Generation

Tests are generated automatically using proprietary AI, saving months in development time writing and maintaining tests.

Realistic Coverage

Models are trained on actual user activity, so tests are realistic and coverage cases as well as the happy path.

Self-Healing Tests

Tests are built and run using advanced ML models trained on your specific software, making them robust and adptive.

No Lock-In

Output is standard playwright or Cypress code, giving you full control without limitations.

The Results:
Ship Faster, Ship Confidently

Within just a few weeks, Postlize achieved remarkable results with Checksum:

Step 1

Full Testing Suite with Minimal Effort

A comprehensive testing suite was established without requiring significant engineering resources.

Step 2

Complete CI/CD Pipeline

Every pull request is automatically tested and deployed to production, backed by comprehensive and durable testing.

Step 3

Immediate Feedback

Engineers get instant regression feedback, fix issues on the spot, and move on without disruption.

Step 4

Focus on Innovation

Engineers can concentrate on sprints and new features instead of constantly firefighting old bugs.

Step 5

Auto-Healing Tests

As new features ship, tests automatically adapt, keeping the testing suite current and CI/CD results accurate.

What Postilize’s Founders Say

Checksum transforms engineering workflows by stabilizing tests, tightening feedback loops, and eliminating hours of repetitive debugging. With cleaner results and dependable automation, teams experience smoother development and more predictable deployments.

With Checksum, Postilize is able to simply ship faster. Having

a full testing suite with no flakes and little effort on our side allows us to spend less time firefighting, get immediate feedback, and ship to production daily.

James Wang, Co-founder, Postilize

Ready to Ship Faster



and More Confidently?

If you want to quickly find out where your app is buggy,



book a demo with Checksum.

Ready to Ship

Faster and More Confidently?

If you want to quickly find out where your app is buggy,

book a demo

with Checksum.

Ready to Ship Faster



and More Confidently?

If you want to quickly find out where your app is buggy,



book a demo with Checksum.

70% Fewer Bugs.

30% Faster Engineering Cycles.

How postilize achieved full regression testing with Checksum.ai

70%

Reduction in Bugs

0%

Flakiness

30%

Faster Engineering Cycles

70% Fewer Bugs.

30% Faster Engineering Cycles.

How postilize achieved full regression testing with Checksum.ai

70%

Reduction in Bugs

0%

Flakiness

30%

Faster Engineering Cycles

About Postilize

Postilize is a SaaS company providing AI assistants to automate social media and email outreach, boosting performance that increases customer touchpoints and keeps businesses informed and connected with clients and prospects.

The Challenge: Two Steps Forward One Step Back

As an innovative and fast-growing company, Postilize prioritized rapidly launching new features to stay ahead. However, as the team expanded and platform complexity increased, maintaining the balance between speed and stability became increasingly difficult.

The team found themselves in a frustrating cycle: for every two steps forward, they had to take one back, constantly firefighting regressions. Instead of progressing smoothly after feature launches, they faced a growing backlog of issues that needed immediate attention.

This situation hindered the team’s ability to focus on planned sprints. Frequent context switching between fixing bugs and building new feature created inefficiencies and made it hard to maintain momentum.

Automated Tests kept breaking

Traditional automated testing struggled to keep pace with Postilize’s rapid feature development. Tests were often unreliable, breaking frequently and failing to provide meaningful feedback to the engineering team. The team spent excessive time maintaining and updating existing tests, and the CI/CD pipeline became inconsistent, further slowing the release process.

The Solution: AI-Driven Testing
with Checksum.ai

Checksum uses AI to automatically generate end-to-end browser tests based on real user activity. Instead of manually writing and maintaining tests, Checksum’s AI learns how to use your app from user sessions, identifies relevant test cases, and adapts to changes in your code.

Auto-Generation

Tests are generated automatically using proprietary AI, saving months in development time writing and maintaining tests.

Auto-Generation

Tests are generated automatically using proprietary AI, saving months in development time writing and maintaining tests.

Realistic Coverage

Models are trained on actual user activity, so tests are realistic and coverage cases as well as the happy path.

Realistic Coverage

Models are trained on actual user activity, so tests are realistic and coverage cases as well as the happy path.

Self-Healing Tests

Tests are built and run using advanced ML models trained on your specific software, making them robust and adptive.

Self-Healing Tests

Tests are built and run using advanced ML models trained on your specific software, making them robust and adptive.

No Lock-In

Output is standard playwright or Cypress code, giving you full control without limitations.

No Lock-In

Output is standard playwright or Cypress code, giving you full control without limitations.

The Results: Ship Faster,
Ship Confidently

Within just a few weeks, Postlize achieved remarkable results with Checksum:

Step 1

Full Testing Suite with Minimal Effort

A comprehensive testing suite was established without requiring significant engineering resources.

Step 1

Full Testing Suite with Minimal Effort

A comprehensive testing suite was established without requiring significant engineering resources.

Step 2

Complete CI/CD Pipeline

Every pull request is automatically tested and deployed to production, backed by comprehensive and durable testing.

Step 2

Complete CI/CD Pipeline

Every pull request is automatically tested and deployed to production, backed by comprehensive and durable testing.

Step 3

Immediate Feedback

Engineers get instant regression feedback, fix issues on the spot, and move on without disruption.

Step 3

Immediate Feedback

Engineers get instant regression feedback, fix issues on the spot, and move on without disruption.

Step 4

Focus on Innovation

Engineers can concentrate on sprints and new features instead of constantly firefighting old bugs.

Step 4

Focus on Innovation

Engineers can concentrate on sprints and new features instead of constantly firefighting old bugs.

Step 5

Auto-Healing Tests

As new features ship, tests automatically adapt, keeping the testing suite current and CI/CD results accurate.

Step 5

Auto-Healing Tests

As new features ship, tests automatically adapt, keeping the testing suite current and CI/CD results accurate.

What Postilize’s Founders Say

Checksum transforms engineering workflows by stabilizing tests, tightening feedback loops, and eliminating hours of repetitive debugging. With cleaner results and dependable automation, teams experience smoother development and more predictable deployments.

With Checksum, Postilize is able to simply ship faster. Having a full testing suite with no flakes and little effort on our side allows us to spend less time firefighting, get immediate feedback, and ship to production daily.

James Wang, Co-founder, Postilize