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Showing 34 articles in development.
Beyond the Prompt: Context Engineering Patterns for Complex Enterprise APIs
Enterprise APIs are too massive for LLM prompts. Discover context engineering patterns like JIT schema pruning, semantic routing, and session compression to build efficient agents.
The One-Line Change That Beats Brute Force: Antithetic Variates in Monte Carlo Pricing
Monte Carlo option pricing has a brutal tax: to halve your error you need four times the paths. But one almost trivial idea — mirroring every random shock — buys up to 4.7× the accuracy for free. Meet antithetic variates.
Microsoft Agent Framework 1.0 for .NET: The Agentic Runtime .NET Developers Have Been Waiting For
Microsoft Agent Framework 1.0 unifies AutoGen and Semantic Kernel into a single, production-ready agentic runtime for .NET. A deep-dive for product owners, architects, and developers — with a real expense-tracker agent built in C# to show how it all fits together.
Mastering Observability in D365 F&O: A Complete Azure Application Insights Guide
Learn how to configure Azure Application Insights for Dynamics 365 F&O, write custom X++ telemetry, query with KQL, and build proactive alerting to achieve true operational observability.
When Randomness Met Calculus: A Practitioner's Guide to Stochastic Differential Equations
Itô gave randomness a mathematical language. Now let us use it. A hands-on guide to stochastic differential equations — what they mean, where they appear in physics, biology, and finance, and how to simulate them in Python with the Euler-Maruyama method.
From Symbolic Math to Random Sampling: Mastering Integral Calculations with Python
Explore three powerful approaches to solving integrals: analytical methods, Sympy symbolic integration, and Monte Carlo numerical methods. Learn how randomness can solve mathematical problems with stunning accuracy.
Claude’s Code Leaked: How to Build Your Own AI Coding Assistant from the Blueprint
Anthropic's "Claude Code" source was allegedly leaked. I'm breaking down its architecture and giving you a step-by-step guide to build your own AI software engineering tool, ethically and effectively.
Running Your Own D365 AI Assistant with Ollama: A Cost-Effectiveness Analysis
Discover when GPT-4o is overkill for D365 Finance & Operations. Learn how small, locally-hosted models running on Ollama can handle 70% of enterprise AI tasks at a fraction of the cost, with complete control over your data.
SymPy: Bridging the Math Gap in Gen AI Systems
Discover how SymPy transforms LLMs from approximate text predictors into precise mathematical reasoning engines. Learn to build neuro-symbolic AI systems that handle calculus, stochastic differential equations, and complex symbolic math with 100% accuracy.
When in Doubt, Open It in Webtop: Browser Isolation for the AI Era
Discover how LinuxServer.io's Webtop 3.0 revolutionizes browser security and remote computing. Learn why isolated environments are critical in an age where AI-generated links and phishing attempts are increasingly sophisticated.
Building Production-Grade Video Search: HNSW, Vector Indexing, and Multimodal RAG
Master the infrastructure behind production video search systems. Learn HNSW graph indexing, hierarchical retrieval strategies, hybrid search, and VideoRAG architectures that power platforms like YouTube and TikTok at billion-video scale.
Video Embeddings at Scale: Mastering the Fourth Dimension with Spatiotemporal Transformers
Dive deep into the challenges of video embedding generation. Learn how VideoMAE V2s dual masking strategy and spatiotemporal transformers overcome the limitations of frame averaging to enable true temporal reasoning and action recognition.
Understanding Multimodal Embeddings: The Evolution from CLIP to Unified Foundation Models
Explore the paradigm shift in multimodal AI from isolated CLIP-style encoders to unified foundation models like Omni-Embed and VLM2Vec-V2. Learn how instruction-tuned transformers are revolutionizing cross-modal retrieval and embedding generation.
Node.js ORMs in 2025: Choosing Between Prisma, Drizzle, TypeORM, and Beyond
A comprehensive analysis of the Node.js ORM landscape in 2025. Compare Prisma, Drizzle, TypeORM, MikroORM, and Sequelize to make the right choice for your project.
OLMo 3: Charting a Path Through the Model Flow to Lead Open-Source AI
Discover OLMo 3 from Allen AI - a groundbreaking fully open language model family with complete transparency. Learn about model flow, available models, and how to leverage them in your projects.
d365fo-client v0.3.5: Intelligent Cross-Company Queries for D365 F&O
Automatic cross-company query detection for Dynamics 365 Finance & Operations - no configuration needed! Smart dataAreaId handling across Python API, CLI, and AI assistants.
Chronos-2: The Evolution from Univariate to Universal Time Series Forecasting
Amazon introduces Chronos-2, a foundation model that handles univariate, multivariate, and covariate-informed forecasting in a zero-shot manner using in-context learning.
AI-Powered Vendor Invoice Automation for D365 F&O: The First Step Toward Agentic AP
Introducing an AI prompt that extracts invoice data from PDFs and creates vendor invoices in D365 F&O automatically - the foundation for building autonomous AP agents with LangGraph.
D365 F&O MCP server v0.3.4 — SRS report generation, testing, and FastMCP improvements
d365fo-client v0.3.4 adds SRS (SQL Server Reporting Services) document generation tools, improved test coverage, FastMCP architecture updates, and better Azure AD integration for enterprise D365 F&O automation.
Building an AI-Powered D365 F&O SSRS Report Download Agent with LangGraph
Learn how to build a conversational AI agent that downloads D365 F&O SSRS reports using LangGraph and local AI models. Streamlined implementation with 50% less code.
Streamline D365 F&O Data Migration with DMF: Complete Guide to Package Export and Import
Master the complete workflow for exporting and importing data packages between D365 Finance & Operations environments and legal entities using Data Management Framework (DMF) with automated sequencing, execution, and error handling.
One-Click Azure Deployment: D365FO MCP Server Gets Ridiculously Easy with API Key Authentication
Deploy D365FO MCP Server to Azure Container Apps in minutes with new automated scripts, ARM templates, and simplified API key authentication. No more deployment complexity!
How to Download Virtually Any SSRS Report from D365 Finance & Operations
Discover the hidden RunCopilotReport action that lets you programmatically download any SSRS document from D365 F&O - from invoices to purchase orders - with simple OData calls.
D365FO MCP Server in Action: From Setup to Customer Intelligence in Minutes
Watch how D365 Finance & Operations MCP Server transforms complex enterprise data queries into natural conversations, demonstrated with real customer intelligence scenarios.
The Tool Problem: Why AI Assistants Are Only as Good as Their Tools
Claude Desktop can write brilliant code but can't analyze your customer data. Here's why comprehensive tool ecosystems are the secret to unlocking AI's true enterprise potential.
Building the Future of D365 F&O Integration: AI-Powered Development with Model Context Protocol
Revolutionizing Dynamics 365 F&O integration with AI assistants: Introducing d365fo-client's Model Context Protocol server that enables natural language interactions with enterprise ERP systems.
From Basic Tool Calling to Advanced ReAct Agents: A Complete Implementation Guide
Master the evolution from basic LLM tool calling to sophisticated ReAct agents. Learn hands-on implementation with OpenAI, LangChain, and LangGraph in this comprehensive tutorial.
Swagger vs. Scalar: A Comprehensive Analysis for API Documentation
A deep dive into Swagger and Scalar, comparing their features, performance, and ecosystem integration to help you choose the right API documentation tool.
Train Your AI Without Actually Training It: The Revolutionary Secret Every User Should Know
Discover the game-changing technique that turns any AI conversation into a personalized learning experience. No technical skills required - just smart prompting strategies that work.
Chain of Command in X++ vs Python: Extending Code the Safe Way
A deep dive into Microsoft D365 F&O's Chain of Command (CoC) in X++ and how it compares to Python's extensibility patterns. Learn the strengths, trade-offs, and best practices for safe, maintainable code extension.
Best of both worlds: Comparing pnpm and uv Package Managers
A side-by-side comparison of pnpm and uv, two modern package managers for Node.js and Python, from installation to package management.
Behind the Scenes of Let’s Talk: Building an AI-Powered Chat for Website Platform
A deep dive into the architecture, workflows, and technology powering Let’s Talk—an AI-driven Chat for Website platform designed for flexibility, transparency, and cost efficiency.
Metric-Driven Development: Make Smarter Decisions, Faster
Your Team's Secret Weapon for Cutting Through Noise and Driving Real Progress. Learn how to use clear metrics to eliminate guesswork and make faster, smarter progress in your projects.
A C# Programmer's Perspective on LangChain Expression Language
My experiences transitioning from C# to LangChain Expression Language, exploring the pipe operator abstraction challenges and the surprising simplicity of parallel execution.