Three tracks,
one workspace.
Project development, research & competitive intelligence, and product management — all driven by specialized AI agents with structured handoffs and quality gates between every stage.
Three parallel tracks, zero overlap.
Each track has its own agents, commands, and output artifacts. They share a common orchestration layer and agent identity model but run independently — you can launch a research cycle while a project pipeline is mid-execution.
How the workspace is organized.
From idea to production.
Seven agents in sequence: Team Lead orchestrates, Product Manager specs, Architect designs, UI Designer proposes, Lead Developer breaks down, QA enriches, Developer implements. Each output becomes the next input through structured handoffs.
Called when needed.
Two agents that operate outside the core pipeline. They inject context at the start of a run — one surfaces hidden assumptions before planning begins, the other extracts structure from an existing site.
The builders.
9 agents that take a raw idea through brainstorming, specification, architecture, design, planning, testing, and implementation. 7 form the core pipeline, 2 are on-demand specialists invoked when the context calls for them.
The researchers.
2 specialists producing vendor-neutral intelligence briefs. The Research Specialist covers technology topics (Next.js, React, Vercel, Sitecore), while the CI Specialist profiles competitors (Adobe, Contentful, Optimizely, Storyblok). Both apply four shared lenses: release tracking, security monitoring, ecosystem trends, and community voice.
The product managers.
3 specialized PMs that evaluate managed Sitecore repositories as product surfaces. Each consumes upstream research and CI briefs, inspects the actual repo, and produces a prioritized task backlog with migration pressure, package maturity, and ecosystem alignment assessments.
Deep-dive into any Sitecore site.
A dedicated command that combines content model extraction, live Edge layout analysis, and component mapping into a comprehensive site profile — feeding directly into project development or research workflows.
Build your own agentic workflow
This framework is extensible — from greenfield apps to Sitecore Marketplace modules. The same agents adapt to any domain through command injection, not prompt rewrites.