Jama Software
Jama Connect® #1 in Requirements Management
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Latest posts
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Behavior-Driven Development Won’t Pass an Audit on Its Own
When we adopt a behavior-driven development (BDD) framework but write tests during or after coding, we can use the framework without practicing BDD. If we treat Cucumber only as a test runner, we overlook its role in agreeing on behavior before any code exists. We produce…
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What Is Test-Driven Development (TDD)?
A pull request lands with every check green and a commit titled “add tests.” We open the commit history and see that we wrote each test after the implementation it covers, the reverse of the order test-driven development (TDD) prescribes. Although our ticket asked a rate limiter…
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What Is the Cost of Poor Quality (COPQ)? How to Calculate and Reduce COPQ
A requirement defect usually shows up in the cost of poor quality (COPQ) well after the point where it started. When it does surface, as scrap or a warranty claim, the team has to reopen the design and test work built on that requirement. The ledger books that cost as internal…
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Engineering Efficiency: How to Deliver More Without Cutting Quality
Engineering efficiency is how much finished, working product a team delivers for the time and effort it spends, with rework and waiting counted as part of that effort. You raise it by cutting the work that gets redone or sits idle, not by asking engineers to work faster. Rework…
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What Is an AI Audit Trail? Recording What AI Did and Why
An AI audit trail is a time-ordered record of what an AI system was asked to do, what it produced, which inputs and model version it used, and who reviewed and approved the result. Its job is to let someone who was not there rebuild any single AI decision later, from the request…
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EU Cyber Resilience Act: SBOM Requirements Explained
If you manufacture products with digital elements sold in the EU, the EU Cyber Resilience Act (CRA) requires you to prepare a software bill of materials (SBOM) in a commonly used, machine-readable format that covers, at minimum, the product’s top-level dependencies. The SBOM is…
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Live Compliance: Why It Matters for Teams in Regulated Industries
Engineers rely on established processes, checklists, and other methods to ensure compliance to industry standards throughout product development, starting with how requirements are written and reviewed. This reliance is due, in part, to required standards and regulations that…
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Executable Specifications Make the Requirement the Test
When we maintain only a trace link between a requirement and a test case, we know the link exists and nothing else. We do not know whether the two artifacts agree. A trace link and an agreement between two artifacts are different things, and the two checks are separate in VDA…
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What Is AI Auditability? Making AI Workflows Traceable and Reviewable
AI auditability is the ability of anyone outside the original session to check what an AI agent was asked to build, what it produced, who accepted it and what tested it. For a team running coding agents, that takes four linked records, one each for the requirement, the agent’s…
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How Deterministic AI Produces Predictable, Auditable Outputs
Across sixteen code-generating models, 5.2% of package names suggested by commercial models and 21.7% of those from open-source models point at software that does not exist. Correcting a hallucinated dependency costs an afternoon. Proving to an assessor, six months later, which…
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FDA Cybersecurity Guidance 2026: What Changed and What Reviewers Trace
A cyber device submission to the U.S. Food and Drug Administration (FDA) under Section 524B has to carry a software bill of materials (SBOM), a cybersecurity management plan and the outputs of the processes that give reasonable assurance the device is cybersecure. The FDA…
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21 CFR Part 820 Explained: What Replaced the Former 820.30
The scope block of a design and development procedure written before 2026 usually cites 21 CFR 820.30, a section of the U.S. Code of Federal Regulations (CFR) that has read “[Reserved]” since 2 February 2026. The work that procedure governs still has to happen under 21 CFR Part…
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The Risks of Homegrown Requirements Tools in Product Development
AI-assisted coding has made building internal software faster and more accessible. An engineer can now use generative AI to create a working requirements management application without the development effort that would have been necessary just a few years ago. For organizations…