Ayan Gupta is a developer advocate at GitHub, helping teams adopt GitHub Copilot, Azure and open-source tools. He builds shared workflow canvases that keep agent progress, decisions and human review visible outside a chat transcript.[1][3]
Start with How canvases make agentic workflows visible, steerable, and cost-efficient →
GitHub Career
GitHub’s author biography identifies Gupta’s developer-advocacy role and earlier work cofounding technology ventures in wellness and education. His writing focuses on making agent-driven work inspectable and steerable.[1]
Contributions
Gupta’s Java Modernization Studio exposes assessment, planning, migration and validation as visible phases. Site Studio applies the same pattern to content: persist drafts and section status, make decisions visible and pause at explicit human approvals. The canvas is a durable state surface shared by person and agent, reducing the need to reconstruct progress from chat. His article links both implementations in awesome-copilot and reports their initial credit cost; the claimed savings are a workflow argument rather than a measured comparative result.[3]
Tools, writing & talks
Writing, research & talks
Start here
A concrete account of two workflow canvases, with links to reusable implementations.
Start with the modernization and site examples, then inspect the linked canvases in awesome-copilot. Trying them assumes access to the described Copilot workflow; understanding states and approval points needs no model-training background.
Author and creator of demonstrated canvases[3]Original source