Tran Tien Van
AI Engineer & Data Engineer | LangChain · RAG · Pipelines
vandatateam.com
Model Portability: Lessons From the Cursor-OpenAI Cut
OpenAI is cutting Cursor’s model access on Nov 12, 2026 over a corporate deal. The real lesson isn’t the drama, it’s why model portability protects you.
vandatateam.com
Hugging Face Hub Hits 3 Million Models: MLOps Guide
The Hugging Face Hub just crossed 3 million models, but only 1.5% of them get 99.2% of downloads. Here is what that concentration really means for your MLOps.
vandatateam.com
AWS Glue 6.0: Price Cut, Iceberg v3, and Migration
AWS Glue 6.0 is GA with 30% lower pricing, full Apache Iceberg v3, and a Spark 4.1 runtime. Here is what changed and how to migrate your ETL jobs safely.
vandatateam.com
Agentic Document Extraction: A Practical Guide for Teams
Databricks’ Precision Mode uses a multi-agent harness to extract complex documents. Here is how agentic document extraction works, and when it beats one prompt.
vanaxity.com
Multi-Agent Orchestration on a Shared S3 File Layer
Amazon S3 Files gives multi-agent AI pipelines a POSIX shared memory layer, so marketing and sales agents hand off work through files, not bloated prompts.