From Levr Epic to Executable Test Case: The Full Agentic SDLC

Requirements traceability is the practice of linking high-level business goals and acceptance criteria directly to the code commits, test suites, and execution histories that verify them. In modern software engineering, achieving requirements traceability confirms that autonomous coding agents do not introduce silent bugs or build misaligned features; this forms the core of a disciplined agentic… Continue reading From Levr Epic to Executable Test Case: The Full Agentic SDLC

GitHub Test Case Management with AI

Key Takeaways The Delivery Gap Is Where Quality Is Won or Lost Agentic test management is the bridge between AI-generated code and production-ready software. The productivity paradox is real: Code throughput is up 59% year-over-year, but main-branch success rates fell to a five-year low of 70.8% in CircleCI’s 2026 report. Most teams aren’t there yet:… Continue reading GitHub Test Case Management with AI