Perspectives on AI, Systems & Architecture
Technical write-ups, engineering benchmarks, and architectural analyses written directly by our senior team.
Building Production-Grade RAG Systems: Beyond Naive Vector Search
Why standard vector similarity search breaks in enterprise production, and how hybrid retrieval, re-ranking, and query decomposition solve accuracy gaps.
Building Production-Grade RAG Systems: Beyond Naive Vector Search
Why standard vector similarity search breaks in enterprise production, and how hybrid retrieval, re-ranking, and query decomposition solve accuracy gaps.
Zero-Bloat Microservices: Why We Replaced Monoliths with Minimal Go Services
How stripping away heavy frameworks and embracing explicit Go microservices enabled 10x throughput with a fraction of server memory.
Digital Transformation: Migrating Legacy Mainframes Without Business Disruption
A battle-tested blueprint for strangler-fig pattern migration from legacy databases to cloud-native microservices.
Cloud Infrastructure 2026: Cutting Kubernetes Cloud Spend by 40%
Practical strategies for spot instance orchestration, pod right-sizing, and ingress bandwidth optimization.
Engineering Velocity: Why Delivery Speed is the Ultimate Moat
How high-velocity software engineering directly correlates with market share acquisition and enterprise valuation.
Technology Trends: The Shift From Generative Text to Agentic Action
Why the next decade of AI software will be defined by multi-agent workflows executing end-to-end business operations.