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Expert guidance for Azure Data Science VMs: troubleshooting, configuration, deployment (Bicep/ARM), security, and integrations like MLflow and Key Vault.
Provides concise, action-oriented guidance for agents and engineers working with Azure Data Science Virtual Machines (DSVMs). Covers common troubleshooting, architecture and design patterns for team environments, security best practices (managed identities, Key Vault), configuration of preinstalled ML tools, and deployment using infrastructure-as-code. It points agents to Microsoft Learn references for deep dives.
Use when provisioning, troubleshooting, or migrating DSVMs, setting up GPU/Jupyter environments, integrating MLflow or Key Vault, or when creating IaC templates (Bicep/ARM) for DSVMs. Also helpful for agents that need quick documentation lookups from Microsoft Learn.
Agents with web-fetch or docs connectors (e.g., microsoftdocs fetchers, fetch_webpage, Claude/Copilot-like coding assistants) will get the most value.
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Azure External Attack Surface Management
Provides expert guidance for Azure External Attack Surface Management (EASM): quotas, configuration, integrations, and exporting inventory to analytics platform
Microsoft Foundry Classic — Expert Guidance
Comprehensive guidance for building, configuring, troubleshooting, and deploying Microsoft Foundry Classic agents and integrations.
Azure Impact Reporting — Integration & Troubleshooting
Guidance for configuring, troubleshooting, and integrating Azure Impact Reporting with Monitor, Logic Apps, Service Health and HPC guest health APIs.
Azure Blob Storage
Expert knowledge for Azure Blob Storage development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, int
Azure Arc Expertise
Expert guidance and runbooks for Azure Arc: troubleshooting, security, configuration, integrations, and deployments for Arc-enabled Kubernetes, servers, SQL MI,
Azure Boards Guidance
Provides focused troubleshooting, best practices, configuration, and integration guidance for Azure Boards usage and development.
Azure Database for MySQL — Expert Guidance
Expert reference for Azure Database for MySQL: troubleshooting, architecture, security, configuration, migrations, backups, and deployment best practices.
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Guidance and templates for integrating Sandbox0 sandboxing into AI agents — CLI/SDK patterns, templates, volumes, network policy, and deployment choices.
CTF Write-up Generator
Generate a concise, reproducible submission-style CTF writeup with a one-path solution script, metadata, and a short checklist for fast verification.
Azure External Attack Surface Management
Provides expert guidance for Azure External Attack Surface Management (EASM): quotas, configuration, integrations, and exporting inventory to analytics platform
Node.js Best Practices
Guidelines and decision-making for Node.js architecture, runtime, async patterns, security, validation, and testing to inform framework and system choices.
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Multi-framework AST generator and static analysis tool for smart contracts (Rust/Anchor/Stylus and Solidity/Foundry) with a template DSL for writing detection r
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Defensive, production-grade Bash scripting patterns and CI/CD best practices: strict mode, safe argument parsing, testing with Bats, and tooling (ShellCheck/shf
Analyzing Ransomware Leak Site Intelligence
Collect and analyze ransomware data-leak site (DLS) posts to extract victim, group, sector and geographic trends for threat intelligence and proactive defense.