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Insights, guides, and stories
AI Agents for Developer Workflows: What Founders Building Betas Need to Know
Docker Gordon, GitHub Copilot Workspace, and a new class of AI agents are changing how solo founders ship. Here is what is real and what is useful during a beta.
The Speed vs. Control Dilemma: How Much Should You Automate Your Beta Program?
The same trade-off that keeps platform engineers up at night also applies to beta programs. Here is how to decide where to automate and where to stay hands-on.
What Every Founder Should Instrument Before Their Beta Launch
Logs and crash reports are not enough. Here is how to add real observability to your beta so you can answer any question about what users are experiencing.
Don't Expose Your API Keys During Your Beta: A Founder's Guide to Secrets Management
Beta environments are unusually risky for credential exposure. Here is how to protect your API keys, database passwords, and service tokens before testers arrive.
Agile Testing Explained: How QA Works in Agile Teams
Understand how software testing fits into agile development, from sprint planning to continuous testing and rapid feedback cycles.
From the Glossary
Key terms every tester should know
A/B Testing
A method of comparing two versions of a product or feature to determine which performs better with users.
Alpha Testing
An internal testing phase conducted by the development team before releasing software to external users.
Beta Testing
A pre-release testing phase where real users evaluate software in real-world conditions to find bugs and provide feedback.
Beta Testing Metrics
Quantitative and qualitative measurements used to evaluate the success and effectiveness of a beta testing program.
Bug Report
A documented account of a software defect, including steps to reproduce, expected behavior, and actual behavior.
Canary Release
A deployment strategy that rolls out changes to a small subset of users before a full release to detect issues early.