Jev: A New Kind of AI Model for Typed Decisions
Build a Python expense-policy workflow that uses Jev for typed semantic decisions while deterministic code owns amounts, dates, duplicates, thresholds, audit records, and final routing.
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Long-form AI engineering articles for systems, workflows, architecture, and production decisions.
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Oct 3, 2026latest update
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Agents & Workflows
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Agents & Workflows
10 articlesDesigning Control Loops for AI Agents
Loop engineering moves AI work from one prompt at a time to bounded control systems with triggers, gates, state, budgets, and escalation paths.
Agent Interoperability with A2A and Microsoft Foundry on Azure Container Apps
A gateway that discovers, validates, and delegates to a remote specialist over A2A. Both agents run on Microsoft Foundry and deploy to Azure Container Apps from one image.
Durable Agent Workflows with Policy-Bounded Execution
Build a durable local-first agent workflow in C# with narrow roles, deterministic policy-bounded execution, live runtime logs, and restart-safe state, using home repair as the concrete example.
Grounded Multi-Agent Research Review with Microsoft Agent Framework
Build a grounded local-first multi-agent research workflow in C# with deterministic retrieval, narrow agent roles, structured JSON contracts, and final citation validation.
Production-Grade AI Agents with Microsoft Agent Framework and Deterministic Guardrails
Build a local-first incident triage agent with Microsoft Agent Framework using structured workflows, deterministic policy enforcement, and explicit runtime guardrails.
Intent Routing and Deterministic AI Control Flow
Build a local-first .NET intent router that keeps routing, tools, and safety deterministic while using embeddings only for disambiguation under controlled thresholds.
Building a Reactive Local AI Agent with Semantic Kernel and Ollama
Build a reactive local AI agent using Semantic Kernel and Ollama for deterministic tool execution and natural language reasoning.
Building a Modern MCP Server and Client with Ollama for Deterministic AI Workflows
Build a production-ready MCP setup in C# and .NET 9, integrating a simple time tool with Ollama for deterministic AI workflows.
Hybrid AI Workflows with Semantic Kernel
Dive into Semantic Kernel for orchestrating AI and deterministic code in hybrid workflows, with a deep dive into a sales analytics application.