microsoft-foundry Feb 7, 2026
Microsoft Foundry TTS: Production-Ready Guide
A technical guide for beginners and intermediate developers: TTS concepts, architecture, production code, validation, and rollout.
Read More arrow_forward Engineering Notes
Blog & Tutorials
Practical playbooks, patterns, and checklists for shipping reliable AI systems on cloud platforms.
langgraph Feb 7, 2026
LangGraph: Production-Ready Workflow Orchestration
A technical guide for beginners and intermediate developers: LangGraph concepts, architecture, production code, validation, and rollout.
Read More arrow_forward azure-openai Feb 7, 2026
Azure OpenAI Fine-Tuning: Production-Ready Guide
Production-first fine-tuning on Azure OpenAI with clear concepts, architecture, implementation steps, validation, and rollout practices.
Read More arrow_forward gen-ai Jan 3, 2026
Stop Treating GenAI Like a Feature — It’s a System
A production-ready guide that reframes GenAI as a system with contracts, context assembly, validation, and operational controls.
Read More arrow_forward gen-ai Jan 7, 2026
Designing Deterministic GenAI Systems in a Probabilistic World
Production patterns for deterministic behavior: structured outputs, validation loops, canonicalization, and fallbacks.
Read More arrow_forward gen-ai Jan 26, 2026
A Production Readiness Checklist for GenAI Systems
A production checklist covering contracts, evaluation, observability, cost controls, and rollout readiness.
Read More arrow_forward gen-ai Jan 19, 2026
Handling Partial Failures in Multi-Step GenAI Workflows
Production patterns for multi-step GenAI reliability: retries, fallback paths, compensation, and degradation.
Read More arrow_forward gen-ai Jan 12, 2026
CI/CD for GenAI Systems: What Actually Changes
A production CI/CD blueprint: versioned prompts, evaluation gates, promotion, and rollback.
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