Blog

February 25, 2026

From Atoms to Bits: Building a World Model for Software

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From Atoms to Bits: Building a World Model for Software

47% Better: What happened when we stopped teaching our agent our stack

Repo Mirror: Ending the Drift Between Code and UI

The Problem With Web Agent Benchmarks (And Why We Need Better Ones)

Flaky tests: why they happen and how to cut failures fast

The True Cost of Maintaining a Test Suite

No Code Test Automation

New in Checksum: Faster quality signals across CI/CD

Does Output Format Actually Matter? An Experiment Comparing JSON, XML, and Markdown for LLM Tasks

Flaky Tests Are Costing You More Than You Think — Here’s How to Fix It

Your Gen AI App is Growing. Your Test Coverage Isn’t

Three Stages of Technology Transformation

Why We Built A System of AI Agents to Automate E2E Testing

Autonomous SDLC: A Test Product Perspective with Modern Software

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