Validating agentic behavior when “correct” isn’t deterministic
Gaurav Mittal & Reshabh Kumar Sharma May 6, 2026 | 14 minutes 14 minutes Share: Modern software testing is built on a fragile assumption: correct behavior is repeatable. …
Gaurav Mittal & Reshabh Kumar Sharma May 6, 2026 | 14 minutes 14 minutes Share: Modern software testing is built on a fragile assumption: correct behavior is repeatable. …
… But production software doesn’t operate on isolated exchanges. …
… Company news Changes to GitHub Copilot Individual plans We’re making these changes to ensure a reliable and predictable experience for existing customers.
Back to changelog Software Bill of Materials SBOM exports from repository pages and new API endpoints are now asynchronous operations. …
… Tags: diffs performance engineering pull requests Written by Senior Software Engineer Senior Software Engineer Related posts Engineering How GitHub uses eBPF to improve deployment safety Learn how Github uses eBPF to detect and prevent circular dependencies in its deployment tooling. …
… Committee members also signaled that the intent is not to bring open source operating systems or developer infrastructure into scope, and the latest amended text clarified that software installed outside of app stores, including software downloaded from public repositories, is not in scope. …
… Require a new test that fails on the pre-change behavior. …
… How do you keep up with news and changes in the industry? …
… The Tags: engineering GitHub Issues Written by Alexander is a senior software engineer on the GitHub Issues team. He has a diverse background in computer graphics, machine learning, and geospatial software. …
… The planning layer’s primary responsibility is to create a staged workflow with explicit data exchanges between them. …