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ARTICLES
Practical writing on building secure, useful AI systems for enterprise knowledge and workflows.
LATEST FIRST
Long-form articles on the design decisions behind production AI systems.
11 articles
Azure AI | Agent architecture | Production engineering
A practical blueprint connecting Microsoft Foundry agents, Azure AI Search, identity, API governance, evaluation, and operations.
Read articleAI Engineering | Career Development | Applied AI
A grounded roadmap from software and machine learning foundations to building, evaluating, securing, and operating useful AI applications.
Read articleAI operations | Observability | Evaluation
A guide to tracing, evaluation, quality gates, monitoring, and trustworthy production AI operations.
Read articleAI in Mining | Reflection | Responsible AI
A reflection on a 2023 article about AI in South African mining, revisiting the opportunities through the lens of practical engineering, worker involvement, safety, and measurable outcomes.
Read articleAzure API Management | AI gateway | Governance
How an AI gateway centralizes authentication, model routing, rate limits, safety policies, telemetry, and cost governance.
Read articleAzure AI | RAG | Enterprise data
A practical look at Azure RAG architecture, retrieval quality, grounding, and enterprise access controls.
Read articleMicrosoft Foundry | Agents | Enterprise AI
An overview of enterprise agent architecture, secure integration, governance controls, and a path from prototype to production.
Read articleResponsible AI | Governance | Security
A practical guide to responsible AI principles, lifecycle governance, security controls, the NIST AI RMF, and user trust.
Read articleAzure AI | Search | Retrieval-Augmented Generation
An engineering guide to hybrid keyword and vector retrieval, semantic ranking, RAG architecture, and enterprise search security.
Read articleAgentic AI | Business automation | Governance
A business-focused guide to collaborative agents, secure automation, responsible deployment, and practical rollout.
Read articleEnterprise AI security | RAG | Data governance
A security-first guide to permission-aware retrieval, trusted ingestion, tenant isolation, prompt injection resistance, and governance for enterprise RAG.
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