Episode 1: AI + MuleSoft Architecture: Why Specification-Driven Development Matters | MuleSoft Vibes

Episode 1: AI + MuleSoft Architecture: Why Specification-Driven Development Matters | MuleSoft Vibes AI-assisted development is changing how we build software and integrations — but for enterprise MuleSoft projects, generating code is only part of the challenge. How do we make sure AI-generated implementations follow our architecture, security, testing, governance, and business requirements? In this first episode of my *Specification-Driven Development with MuleSoft* series, we explore what SDD is and why it matters for MuleSoft Architects, Integration Architects, and Technical Leads. In this episode, we cover: 🔹 What is Specification-Driven Development (SDD)? 🔹 Why prompt-only can become challenging in enterprise projects 🔹 The difference between prompt-driven and specification-driven development 🔹 How SDD creates durable and structured project context 🔹 The SDD lifecycle: *Intent → Specification → Plan → Tasks → Implementation → Convergence* 🔹 Why architects should define *WHAT and WHY before HOW* 🔹 How SDD can be applied to MuleSoft integrations 🔹 A Customer Order API example covering validation, backend integration, security, MUnit, logging, and operational requirements 🔹 Why human review and architectural governance still matter in AI-assisted development The goal isn't to replace architects or developers with AI. The goal is to create **governed, repeatable, and traceable AI-assisted engineering**. 📌 *This is Episode 1 of the SDD with MuleSoft series.* Coming next: ➡️ GitHub Spec Kit workflow ➡️ Project Constitution ➡️ Specification → Architecture Plan ➡️ AI-assisted MuleSoft implementation ➡️ Convergence, testing & governance If you're a MuleSoft Architect, Integration Architect, Technical Lead, or interested in AI-assisted engineering, this series is for you. 👍 Like the video 💬 Share your thoughts in the comments 🔔 Subscribe to *MuleSoft Unleashed* for the upcoming episodes. 💬 How many did you get right? Comment your score below! #mulesoftunleashed #MuleSoft #SpecificationDrivenDevelopment #SDD #MuleSoftArchitect #AI #AIAssistedDevelopment #IntegrationArchitecture #MuleSoftVibes #GitHubSpecKit #EnterpriseArchitecture #APILedConnectivity #AIEngineering #GitHubSpecKit #salesforce #mulesoftcommunity #salesforcecommunity #trailhead #trailheadsalesforce #trailheadcommunity #mulesofttraining