AI is transforming how requirements are created, validated, and evolved. What was once a lightweight Agile activity now demands structured governance, traceability, and explainability. This article introduces a unified framework to manage AI-generated artefacts, control change, and maintain accountability across modern delivery environments.
Monthly Archives: March 2026
10 posts
Agile was built for passive tools. AI changes that. When AI starts shaping decisions, generating requirements, and influencing delivery, teams need a new way to think about accountability, governance, and roles.
Artificial Intelligence is not replacing Business Analysts, it is elevating them. This article explores how AI transforms the BA role from manual execution to strategic orchestration, redefining skills, tools, governance, and career pathways in the modern enterprise.
Afro Trap, Afro Yoruba Trap, and Fuji Trap are emerging musical categories that sit at the intersection of African urban music, Yoruba linguistic culture, and global trap production. This article explores how these genres can evolve responsibly, defining what is inherited, what is new, and how artists and industry actors can build a culturally grounded and commercially viable scene.
Should Afro-country exist? This article examines the emergence of Afro-country as a proposed new genre through the lenses of history, market logic, cultural ethics, copyright, and Black diasporic lineage. It argues that Afro-country can only succeed if it is grounded in artistic seriousness, reciprocal acknowledgement, and African lived realities rather than novelty branding or borrowed country aesthetics.
Deepfakes are usually framed as a misinformation problem. That misses the real issue. Synthetic media turns human identity into reproducible raw material. This article argues that digital sovereignty is incomplete without identity sovereignty, and that real protection requires consent, labelling, platform accountability, rapid takedown, auditability, and cross border enforcement.