Adrian Lee Xinhan·4d agoBuilding an AI-Powered SQL Deploy Pipeline with the Cortex Code Agent SDKHow I built a CI/CD pipeline that uses AI to evaluate SQL changes, check downstream impact, and conditionally deploy to Snowflake — all…
Adrian Lee Xinhan·May 28Cortex Code + mem0: Self-Hosted Semantic Memory for AI AgentsObjective: Integrate persistent semantic memory into Snowflake’s Cortex Code (CoCo) IDE using a self-hosted mem0 MCP server backed by…
Adrian Lee Xinhan·May 26Training a Domain-Specific LLM on Snowflake: Building Megatron-LM on SPCS with a Cortex Code AgentWhy I Trained a Language Model Inside Snowflake
Adrian Lee Xinhan·May 3Harnessing Database Change Management (DCM) with Snowflake Cortex CodeWe’ve watched the industry evolve: prompt engineering taught us how to ask better questions. Context engineering taught us what information…A response icon1A response icon1
Adrian Lee Xinhan·Apr 5Deploying Gemma 4 Multimodal on Snowflake: Text and Image Inference with llama.cpp and SPCSNew large language models are dropping every week. Gemma 4, Llama 4, Qwen 3, Mistral Large — the pace is relentless, and each release…
Adrian Lee Xinhan·Mar 23Building a Durable Multi-Agent Data Pipeline with Snowflake Cortex Agents and OpenFlowHow I replaced a hand-rolled Python agent loop with native Snowflake Cortex Agents, checkpoint-based durability, and NiFi orchestration —…
Adrian Lee Xinhan·Dec 18, 2025Defending Your AI: Prompt Injection Detection with Snowflake and Hugging Face Pipeline via…As organizations rush to deploy AI-powered chatbots, virtual assistants, and copilots, a new attack vector has emerged: prompt injection…A response icon3A response icon3
Adrian Lee Xinhan·Oct 26, 2025Building AI Safety Guardrails with n8n, OpenAI and using Snowflake Intelligence: A Complete…As Agentic workflows becomes more prevalent in today’s world, it is more important than ever to create production-ready AI safety system…
Adrian Lee Xinhan·Sep 27, 2025Building AI Analytics: CrewAI Agents Meet Snowflake and OpenAII recently have been testing various Agentic AI frameworks and came across CrewAI . CrewAI has emerged as a powerful Multi-Agent…
Adrian Lee Xinhan·Sep 11, 2025Building a No-Code Data Quality Management System with Streamlit, Snowflake DMFs and GenAIAs organizations scale their data operations, ensuring data quality becomes increasingly critical. Snowflake’s Data Metric Functions (DMFs)…A response icon6A response icon6
