Generic agents can do anything — which is exactly the problem. Custom agents in containers behind an inference proxy create a production architecture where security is structural, not aspirational.
The agentic enterprise is real. But getting there requires a shift from generic protocol-based integrations to purpose-built agents with native tooling, embedded security, and domain-specific intelligence.
A high-performance Rust proxy that lets Claude Code, Continue.dev, ZeroClaw, Mistral Vibe — or any AI coding agent — use Snowflake Cortex AI models as their backend. Optional prompt policy enforcement included.
A defense-in-depth security architecture for AI agents and inference workloads — covering network isolation, identity propagation, authorization, data protection, and auditing under the EU AI Act, DORA, and NIS2.
How to exchange OIDC JWT tokens for short-lived Snowflake PATs and use them as Bearer tokens for MCP server authentication — with automatic rotation and cleanup.
Turn Snowflake Container Services into your personal cloud development environment — VS Code in the browser, web terminal, persistent storage, and direct Snowflake access.
A patched, ready-to-deploy Apache NiFi 2.6.0 on SPCS — with fixes for ingress compatibility, a token debug UI, and a sample PostgreSQL-to-Snowflake CDC flow.
How to use Postgres 17 as a transparent encryption proxy so that data stored in Snowflake is always AES-256 encrypted at the column level — with your own key, under your own control.
How to decrypt PGP/GPG-encrypted files directly inside Snowflake using Python UDFs and the pgpy library — no external compute, no middleware, no key in transit.
Hybrid Cloud Architecture Series with Snowflake Part 1 — How to setup an SSH tunnel from Snowflake Container Services to query on-premise Iceberg data lakes, databases, APIs, or AI models behind your firewall.
Tokenize PII in Snowflake so that encrypted data still looks and behaves like real data — joinable, sortable, format-correct — all with your own AES-256 key, enforced through tag-based masking policies.
A step-by-step guide to having Snowflake automatically detect failed login attempts and raise incidents in your SIEM or XDR — no external code required.