Tag
Architecture
5 posts
Architecture patterns, decision records and scalable system design.
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.
Architecture Patterns for Autonomous AI Agents
Four architecture patterns for AI agents validated in production. With mental models, code structure, and real tradeoffs.