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Tutorials, how-tos and deep dives on AI, .NET, C#, cloud and developer tools, written by the community.
Discover how to leverage AI agents within Microsoft Fabric to revolutionize report sharing and data collaboration. This article outlines a reference architecture for building report-aware agents that ensure secure, governed access to insights. Learn how to automate sharing, enforce policies, and create auditable workflows, empowering teams to make faster, data-driven decisions while minimizing bottlenecks and fostering a culture of data-driven teamwork.
Automate treasury cash forecasting and liquidity rebalancing with AI agents. This solution consolidates fragmented financial data, generates forecasts, applies guardrails, and proposes executable actions like sweeps and intercompany loans. Ensure compliance, minimize idle cash, and optimize treasury operations with auditable, receipt-based workflows. Improve efficiency and reduce risk in your treasury management.
Automate IT access reviews and deprovisioning with AI agents. This solution continuously evaluates user entitlements against least-privilege policies, identifies stale or risky access, and executes revocations with verifiable receipts. Improve security, reduce errors, and streamline audits by automating access governance. Ideal for organizations seeking to enhance compliance and minimize security risks associated with excessive or outdated user permissions.
Automate expense report auditing and reimbursement with AI Agents. This pattern details an agent that normalizes expenses, validates receipts, enforces policy, detects duplicates, and submits compliant reports for payment. Includes prompts, code, and tool interfaces for rapid deployment and integration with existing finance systems. Improve efficiency and accuracy in expense processing.
Automate sales lead qualification and routing with AI Agents! This pattern normalizes, enriches, and scores leads, ensuring ICP fit and routing to the correct owner (AE/SDR/CSM). It integrates with your CRM, providing full auditability and fast feedback loops. Improve lead management and GTM efficiency.
Automate document filing and classification with AI agents! This article provides prompts and code for an agent that organizes, categorizes, and stores documents, ensuring compliance and saving time. Learn how to classify contracts, invoices, and reports automatically, improving data governance and reducing errors. Implement document management policies with ease.
Automate invoice dispute resolution with an AI agent! This article provides prompts and code for building an agent that identifies discrepancies between invoices, purchase orders, and contracts. Streamline accounts payable, reduce manual workload, and ensure compliance with company policies. Learn how to implement tool interfaces and adapt the agent to your ERP system for efficient invoice management and dispute resolution. Improve accuracy, save time, and minimize financial errors.
Explore AI-powered fraud detection with this agent! Learn how to automatically flag suspicious transactions, detect anomalies, and prevent financial losses in real-time. Includes a YAML contract, Python code, and a model prompt for building your own fraud prevention system. Protect your business from fraudulent activities using machine learning and predefined rules.
Automate customer onboarding with an AI agent! This agent streamlines data collection, identity verification (KYC), and compliance checks, reducing errors and improving efficiency. Includes prompts, code, and tool interfaces for seamless integration. Learn how to build your own automated customer onboarding solution. Improve customer experience and reduce manual workload.
Build an AI inventory agent that checks stock levels, applies restocking policies, proposes purchase orders, and records tool receipts for ERP-integrated inventory workflows.
Streamline employee leave requests with an AI agent! This agent automates leave processing by verifying eligibility, checking policy compliance, and managing approvals. It ensures accurate leave balance tracking, policy adherence, and efficient workflow management, reducing HR workload and improving employee experience. Perfect for vacation, sick leave, and PTO requests.
Build a customer support AI agent that triages inquiries, drafts responses, escalates issues, and records tool receipts for auditable, policy-driven workflows.
Streamline employee onboarding with an AI Agent! Automate tasks like document collection, policy acknowledgment, equipment provisioning, and system access setup. Reduce errors, increase efficiency, and ensure compliance. This agent validates data, secures approvals, and confirms task completion with receipts, saving HR time and resources. Perfect for modern HR departments seeking automation.
Automate legal document review with AI! This agent streamlines contract analysis, identifies non-compliant clauses (confidentiality, payment terms, termination), and suggests edits. Ensure policy adherence, reduce legal risks, and accelerate contract cycles. Integrates with existing systems for seamless deployment and continuous improvement. Achieve faster turnaround times and improved compliance.
Automate invoice processing with an AI Agent! This agent verifies invoices against payment policies, manages approvals, and authorizes payments, ensuring compliance and efficiency. It uses a structured contract for reliable operation and provides auditable decision-making. Learn how to implement this production-grade pattern for your business.
Automate corporate travel booking with AI agents! This article details a production-ready pattern for an agent that handles flight requests, enforces travel policies (fare caps, preferred carriers), manages approvals, and purchases tickets, ensuring compliance and efficiency. Learn how to implement and adapt this solution for your organization. Optimize travel workflows with AI!
Automate IT access requests with AI! This agent streamlines provisioning by validating identity, enforcing policies, and ensuring approvals. It grants least-privilege, time-boxed access to systems like databases, improving security and efficiency. All decisions are backed by policy claims and receipts.
Automate expense report auditing with AI! This article provides a production-ready AI agent, complete with prompts and code, to verify policy eligibility, flag issues, and process reimbursements. Learn how to build an Expense Report Auditor & Reimbursement Agent that integrates seamlessly with your existing systems, ensuring accuracy and efficiency while adhering to your specific expense policies. Includes practical examples and implementation tips.
Build practical AI agents with this hands-on guide! Learn to create an Order Return & Refund agent using prompts, tool interfaces, and Python code. This example emphasizes safety, transparency, and verifiable actions with receipts. Discover how to adapt this pattern to your own workflows, ensuring reliable and auditable AI interactions. Implement robust AI solutions with clear contracts and explicit evidence.
Explore Event Deep Research, an open-source AI agent built with LangGraph and LangChain that researches historical figures and outputs structured JSON event timelines. Learn installation, architecture, usage, limitations, and workflows.
Discover how to build intelligent agents without relying on Large Language Models (LLMs) using Microsoft Agent Framework. This guide explores a modular approach to AI, emphasizing control, transparency, and speed. Learn to create workflows with clear logic and Python code, bypassing the need for prompt engineering and avoiding LLM hallucinations. Explore practical examples, debugging techniques, and real-world use cases for LLM-free agent orchestration.
Discover how to build intelligent AI agents using the Microsoft Agentic AI Framework and Azure OpenAI. This guide covers setting up Azure resources, deploying models like gpt-4o-mini, creating function tools, and building production-ready web applications. Learn to leverage autonomous function calling and tool orchestration for adaptive, scalable AI solutions, reducing complexity and enhancing user experiences.
Struggling to choose between GitHub Copilot and Claude Code for .NET/C# development? This 2025 comparison dives deep, analyzing context awareness, code completeness, testing, and more. Discover which AI assistant excels in speed vs. reasoning, refactoring, and complex tasks. Learn how to leverage both for optimal workflow, from quick scaffolding to architectural design, and boost your .NET productivity!
GSCP-12 is a proposed framework for governing multi-agent generative AI systems through reasoning scaffolds, uncertainty checks, policy controls, and auditable decision trails.
Unlock the full potential of Gemini CLI by building custom extensions! This comprehensive guide walks you through designing, developing, testing, and publishing your own Gemini CLI extension. Learn to integrate custom tools, APIs, and domain knowledge, create shareable workflows, and enhance your terminal AI agent with tailored functionality. Includes practical examples, security best practices, and a ready-to-download project to get you started quickly. Supercharge your productivity and streamline your development process with Gemini CLI extensions!
Discover how Shasha Tours & Travels built a modern, automated travel website using HTML, CSS, JavaScript, and Make.com. Learn to combine front-end coding with no-code automation for efficient lead capture, responsive design, and improved customer experiences.
Explore the creation of a futuristic, dark-themed portfolio showcasing AI, web development, and automation skills. This animated website features a sleek design with neon accents, glassmorphism, and parallax effects. Discover how GSAP, Framer Motion, and Make.com integration were used to build a dynamic and interactive digital identity, emphasizing both aesthetics and functionality. Learn about the design process, technical blueprint, and key sections that highlight innovation and creativity.
Arpita Poddar's project automates student data collection and feedback using Google Forms, Excel, Gmail, and Make.com. This no-code system streamlines data entry, instantly sends personalized acknowledgments, and eliminates manual intervention. Learn how to build a fully functional system that enhances efficiency and improves communication through automation. It's a perfect example of automating digital solutions for real-world problems.
Prashant Attri details how he built an AI-driven personal portfolio using Make.com and Vercel. Learn how to automate your website without backend code, track user engagement, and leverage AI for design and SEO. Discover how to connect forms, email, and data using no-code tools for a dynamic and intelligent online presence. Explore the power of automation and AI in web development!
Explore a cutting-edge portfolio website built with Next.js, Zapier, and Vercel. This project showcases a fully automated contact form with instant email responses, lightning-fast performance, and a sleek UI/UX design. Learn how to integrate AI-style automation for a smart, self-operating digital identity.
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