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Category: AI

  • AI
By Sohail Ahmad October 29, 2026

LLM Evaluation Frameworks in Python: Metrics and CI/CD

Build production-grade LLM evaluation frameworks in Python. Learn metrics, benchmarking tools, and CI/CD integration for reliable AI systems.

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  • AI
By Sohail Ahmad October 28, 2026

LiteLLM Gateway: Multi-Model Routing & Cost Optimization

Build production LLM gateways with LiteLLM: multi-provider routing, semantic caching, token budgeting, and fallback patterns to cut costs by up to 60%.

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  • AI
By Sohail Ahmad October 21, 2026

Building MCP Servers with .NET: Protocol and Tool Integration Guide

Complete technical guide to implementing Model Context Protocol servers in C# with the official SDK, tool definitions, and multi-agent orchestration patterns.

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  • AI
By Sohail Ahmad October 1, 2026

Python n8n Workflows: AI Automation at Scale

Build intelligent automation pipelines with Python script nodes in n8n. Integrate LLMs, handle errors, and scale AI workflows in production.

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  • AI
By Sohail Ahmad September 8, 2026

n8n AI Agent Integration: Autonomous Workflow Patterns

Build autonomous workflows with n8n and AI agents. Learn integration patterns, error handling, and production scaling for enterprise automation.

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  • AI
By Sohail Ahmad August 6, 2026

Multi-Agent AI Orchestration in Node.js

Build production-grade multi-agent AI systems in Node.js. Learn service discovery, state management, communication patterns, and scaling strategies.

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  • AI
By Sohail Ahmad July 30, 2026

AI Agent Prompt Evaluation and Optimization in Production

Learn how to evaluate and optimize LLM prompts for production AI agents using metrics, benchmarking, and systematic evaluation frameworks.

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  • AI
By Sohail Ahmad July 28, 2026

Exa API for AI Agents: Real-Time Web Search Integration

Integrate Exa API into AI agent architectures for real-time web search, live data enrichment, and production-scale RAG workflows with Python and Node.js examples.

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  • 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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© Copyright 2026 Sohail Ahmad
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