A little more of the work
Projects & Research
One library for platform work, experiments, and research. Open a project folder, or explore the Research collection for a closer look at the questions behind the work.
Library
- Open folder
Collection · 6 entries
Research
AI governance, agent risk containment, speech AI, and neuroscience. Questions, methods, working papers, and findings.
- Open folderPlatform initiativeFeatured
Unifying Permissions & PreAuthorization Governance
Registration and permission governance relied on slow workflows and manual support, making it difficult for developers to move through onboarding.
- Open folderPlatform initiativeFeatured
Modernizing Microsoft Graph Permissions Governance
Enterprise API governance needed consistent authorization decisions across permission risk, access types, applications, workloads, and cloud environments.
- Open folderPlatform initiativeFeatured
Scaling API Review Governance Across 158 Workloads
Large engineering organizations struggled to adopt a new API review process, risking fragmentation.
- Open folderProduct initiative
Graph Studio Developer Experience
Developer research informed a Graph Studio redesign focused on reducing setup friction and improving adoption.
- Open folderPlatform initiative
Repository Modernization at Scale
A large repository made cloning slow for a contributor community of more than 35,000 people.
- Open folderPlatform initiative
MCP Server & Agent Interoperability
Identity, security, governance, and DevOps agents needed a consistent way to discover capabilities and apply platform controls.
- Open folderPrototype
MCP Shield
An explainable prototype for inspecting suspicious tool behavior before it reaches an AI agent.
- Open folderProduct initiative
Authenticator In-Product Feedback
A feedback experience designed to make it easier for people to report problems with security-sensitive sign-in flows.
- Open folderPrototype
Street to School Guardian
A consent-first education support prototype that matches anonymous barriers to learning with interpretable support ideas and a simulated human handoff.
- Open folderPrototype
Maternity Health Copilot
A pregnancy and postpartum care-conversation preparation prototype that helps people explore demonstration resources and plan questions for qualified professionals.
- Open folderPrototype
Fursa: Skills Evidence & Opportunity Matching
A skills-evidence and opportunity-matching prototype for reintegration after incarceration, focused on the skills a person chooses to share rather than their history.
- Open folderCommunity system
Uwezo Wetu Websites & Student Grant System
College and foundation websites, alongside a student grant system built around the board's requirements.