BMAD

BMAD is an open-source, artefact-led software-development methodology and workflow builder for guiding AI-assisted delivery [src-184, src-253]. Its durable specifications, roles and review gates can improve design-time discipline, but it does not provide production orchestration, workload identity, runtime isolation, observability or an enterprise control plane.

Enterprise assessment

Best fit: repeatable discovery, planning, architecture and implementation workflows where human-readable artefacts must survive model sessions.
Strength: explicit roles, staged workflows, reusable modules and BMad Builder customisation.
Boundary: file-based workflow continuity is not the same as transactional durable execution or governed organisational memory.
Current limitation: evaluation, team execution and graceful-degradation capabilities are still less mature than dedicated production runtimes and control planes ^[src-253].

Related concepts

Source references

^[src-184] BMad Method: Breakthrough Method for Agile AI-Driven Development
^[src-253] BMAD v6.10 and BMad Builder documentation and repository review

Robin Cartier perspective

This page is part of Robin Cartier's working AI knowledge graph: a practical research layer for production AI, recommendation systems, experimentation, GEO, and agentic web readiness.

The useful next step is to connect this concept back to applied product leadership and operating models.

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