Blog
Notes from the engineering floor.
Earlier — 5 articles
Apr 2026 · 10 min read
RAG vs Fine-Tuning: Which Approach Is Right for Your Enterprise LLM?
A practical framework for deciding when to use retrieval-augmented generation, fine-tuning, or a hybrid approach for enterprise AI applications.
ReadMar 2026 · 20 min read
The EU AI Act: What Every Enterprise AI Team Needs to Know
A comprehensive breakdown of the EU AI Act compliance requirements and practical steps for enterprise AI governance.
ReadMar 2026 · 12 min read
99.2% Defect Detection: Building Industrial Vision AI at Manufacturing Scale
How we architected a real-time computer vision quality control system across multiple manufacturing plants processing 50,000 parts per hour.
ReadFeb 2026 · 14 min read
Benchmarking LLM Inference: vLLM vs Triton vs TGI for Enterprise Workloads
An independent evaluation of three leading LLM inference frameworks across throughput, latency, cost, and operational complexity.
ReadFeb 2026 · 11 min read
Building a Production-Grade Feature Store: Architecture & Pitfalls
Lessons from building and operating feature stores serving high-volume prediction traffic across client deployments.
Read