Mapping the Agent Before Anyone Attacks It
A reference operations agent on Google Cloud, threat-modelled against OWASP and MITRE ATLAS, with a first control: a deny-by-default policy check on its tool calls.
Tag
Gcp
Keeping Raw Data You May Be Asked to Delete
91 minutes
Erasure in a BigQuery medallion lakehouse: keep emails out of bronze, delete in two stages, and compute when erased copies leave the …
Thousands of Sites, One Pipeline
22 minutes
Why operations and analytics report different sales for the same store-day, and how a medallion pipeline brings a multi-site network to one …
Tollgate v0.2.3: What Long-Context Pricing Does to a Spend Cap
11 minutes
Some models bill the whole request at a higher rate above a size threshold. What that does to a spend cap, and what changed in Tollgate …
Tollgate: Open-Source Hard Limits for LLM Spend
7 minutes
Tollgate is an open-source AI gateway and spend-control proxy. It prices every LLM request by token, reserves budget before the call, and …
Migrating a Live Real-Time Communications Platform from AWS to Google Cloud
4 minutes
Sakura Sky migrated 11Sight's real-time voice and video platform from AWS to Google Cloud using a compute-first hybrid strategy, with under …
Multi-Tenant Agentic AI on Google Cloud: A Production Walkthrough
25 minutes
A review of Google's multi-tenant agentic AI reference architecture stage by stage, naming trade-offs at each decision point and filling the …
Sakura Sky Is Now a Vanta Partner
2 minutes
Sakura Sky is now a Vanta partner, helping GCP organisations streamline SOC 2, ISO 27001, and HIPAA with advisory support plus compliance …
Architecting Your Data and AI Pipelines
5 minutes
Transform your data pipelines into a resilient engine for AI. Learn how to architect a modern DataOps framework on GCP with BigQuery, …
Streaming CrowdStrike Falcon Events into GCS for Google Chronicle
6 minutes
A technical guide to creating a cost-effective, serverless pipeline for streaming CrowdStrike Falcon events directly into GCS, bypassing the …
Model Context Protocol on Google Cloud
17 minutes
The Model Context Protocol (MCP) is an emerging AI standard that enables secure, real-time context and tool integration for LLMs. Learn how …
A Simple Approach to AI Agents and Content Access with RBAC on Vertex AI
4 minutes
Learn how to secure AI agents and protect sensitive data with Role-Based Access Control (RBAC) on Google Cloud's Vertex AI. Implement robust …
AI Trends 2025 in Financial Services
1 minute
Download the AI Trends 2025 in Financial Services eBook to explore how AI is transforming risk management, customer experience, fraud …