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Category: AI

  • AI
By Sohail Ahmad July 8, 2026

Build Lightweight AI Agents with Python and Anthropic SDK

Learn to build production-ready AI agents in Python using Anthropic's SDK without heavy frameworks. Includes tool use, streaming, and real-world patterns.

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  • Agentic AI
  • AI
By Sohail Ahmad July 8, 2026

Agentic AI Council for Government Decisions

Build auditable multi-agent AI systems for regulated decisions. Specialist agents deliberate, an AI Judge certifies, every step is recorded.

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  • AI
By Sohail Ahmad July 5, 2026

Conversational Feedback Loops in .NET Multi-Agent Systems: Back-Edges and Context-Aware Handoffs

Learn how to implement back-edges and EnableReturnToPrevious() in Microsoft Agent Framework for context-aware agent handoffs without restarting workflows.

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  • AI
By Sohail Ahmad July 2, 2026

Agent Handoff Patterns in .NET: Sequential Routing and State Transfer

Implement multi-agent handoff patterns in Microsoft Agent Framework. Learn sequential routing, triage agents, and conversation context transfer for complex agentic AI workflows.

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  • AI
By Sohail Ahmad June 29, 2026

Model Routing & Fallback in Microsoft Agent Framework

Configure multi-model LLM backends with Microsoft Foundry. Implement fallback chains, cost-aware routing, and outage handling in .NET agents.

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  • AI
By Sohail Ahmad June 29, 2026

Open Knowledge Format in .NET: Building Portable Agent Knowledge

Learn how OKF enables portable, vendor-neutral knowledge systems for AI agents in .NET. Technical architecture, implementation patterns, and enterprise integration.

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  • AI
By Sohail Ahmad June 28, 2026

Streaming AI Agent Responses in .NET with Server-Sent Events

Learn to stream AI agent responses in real-time using SSE and .NET. Reduce latency, handle backpressure, and deliver tokens as they're generated.

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  • AI
By Sohail Ahmad June 24, 2026

Build Voice-Enabled AI Agents in .NET with Azure AI Voice Live

Learn to build real-time voice AI agents in .NET using Azure AI Voice Live and Microsoft Agent Framework. Complete guide to streaming audio, session state, agent orchestration, and production deployment.

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  • AI
By Sohail Ahmad June 23, 2026

Human Approval Gates in .NET AI Agent Workflows

Build safe AI agents with human-in-the-loop approval gates using Microsoft Agent Framework. Practical .NET patterns for sensitive operations.

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  • AI
By Sohail Ahmad June 21, 2026

Semantic Search in .NET 9 with Microsoft.Extensions.VectorData: Build RAG APIs

Step-by-step guide to implementing semantic search and RAG in .NET 9 using Microsoft.Extensions.VectorData. Store embeddings, query vectors, and expose search APIs.

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© Copyright 2026 Sohail Ahmad
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