Tag
Architecture
7 posts
Architecture patterns, decision records and scalable system design.
Multi-Cloud in Practice: AWS + Azure + GCP in the Same Company
Practical multi-cloud guide: when to use each provider, cross-cloud networking, identity federation, cost governance, and unified CI/CD pipelines.
Voice AI in Hospitality: Architecture of a Hotel Callbot
Detailed architecture of a hotel callbot in production. STT, intent detection, PMS integration, multilingual handling and operational metrics.
RAG vs Fine-Tuning: Choosing the Right Approach for Your Business
RAG and fine-tuning solve different problems. Cost, latency, accuracy and maintenance compared with real benchmarks from production projects.
Cloud Migration Step by Step: A Framework for CTOs
A pragmatic framework for cloud migration without disaster. Assessment, the 6Rs, cost modeling and the traps that vendor whitepapers leave out.
Platform Engineering: The Next Evolution of DevOps
Platform engineering solves the problem DevOps accidentally created: development teams drowning in operational complexity. Here is how to build an internal platform.
Data Warehouse vs Data Lake: 2025 Decision Guide
Decision framework for warehouse, lake, lakehouse. Cost comparison, workload matching, vendor-neutral.
4 Autonomous AI Agent Architecture Patterns for Production
ReAct, supervisor, state machine, and event-driven: 4 patterns validated in production with diagrams, code structure, and tradeoffs for real engineering teams.