Your gcloud login works. Your Python doesn’t. Here’s why.
Why gcloud auth login works in your terminal while Vertex AI fails in Python, and the four commands that fix Application Default Credentials (ADC).
Ben King
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Ben King
Founder & CEO
6.5 years at Google. Head of App Modernisation, APAC Professional Services.
Founder of Aviato Consulting and former Google Cloud Consulting Lead for APAC, specialising in enterprise cloud architecture, APRA CPS 234 and agentic AI.
Connect on LinkedIn Meet the rest of the team ✓ Google Cloud Certified Professional Cloud Architect ✓ Google Cloud Certified Security Engineer ✓ Google Cloud Certified Data Engineer
Ben founded Aviato Consulting after six and a half years at Google Cloud, where he led App Modernisation for APAC Professional Services. He works on enterprise cloud architecture, regulated-industry compliance including APRA CPS 234, and agentic AI systems running in production on Google Cloud.
He stays across the architecture on live engagements rather than moving to a purely commercial role.
Articles by Ben King
41 articles published
Google Cloud Security Posture Reviews for APAC Enterprises
A definitive guide to Google Cloud security risks, cloud misconfiguration, and APRA CPS 234, MAS TRM, and BSP aligned security posture reviews using Wiz and Google SecOps.
Ben King
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Real-Time Retail Data Platforms in Australia
A definitive guide for Australian retail technology leaders on solving delayed analytics across dispersed systems with modern ELT, streaming pipelines, and real-time data analytics platforms on Google Cloud.
Ben King
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Governing AI at Scale in Financial Services
Banks and insurers have proven AI works. The next question is whether they can run thousands of agents and still show a regulator exactly what each one did. A seven control framework and a 90 day plan for APRA, MAS, RBI and BNM expectations on Google Cloud.
Ben King
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We Built an Agent That Publishes Our Website
How our marketing team publishes to this site by chatting to a custom Gemini Enterprise agent, the guardrails that keep it safe, and our move to Astro.
Ben King
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Unblocking AI Deployment: How Wiz and Google SecOps Remove the Security Barrier
AI projects often stall at security review, not the tech. How Wiz and Google SecOps give security teams the visibility and detection to approve AI.
Ben King
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How to Refactor Legacy Code Securely with AI
A playbook for Australian CIOs using AI to refactor legacy code securely, from sovereign tooling and tests first to CI/CD gates and risk committees.
Ben King
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Questions to Ask AI Consulting Firms in Australia
Five questions Australian enterprise leaders should ask AI consulting firms, from data residency and code ownership to ROI and partner status.
Ben King
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The Complete Guide to Retail Data Integration in 2026
Why Australian retailers struggle with real time analytics across POS, ERP and ecommerce, and how Google Cloud data platforms power Gemini Enterprise.
Ben King
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Google Workspace Studio Issues When Context Aware Access Is Enabled
How to fix Google Workspace Studio failing to load when Context Aware Access is enabled, by allowing its OAuth client IDs in the Google Admin console.
Ben King
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How We Can Safely Accelerate Legacy Code Refactoring with AI (Without Upsetting the Regulators)
How Australian and New Zealand CIOs can use AI to refactor legacy code faster, with the governance, security and compliance steps regulators expect.
Ben King
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AI Will Change The World But When?
AI is the fastest adopted technology in history, yet history suggests job displacement will be slow. Why we expect AI to augment white collar work first.
Ben King
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The 4-Layer Architecture of AI Systems
The four layers of production agentic AI: LLMs, agents, multi agent systems and agentic ecosystems, plus the plumbing you need to run them reliably.
Ben King
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Why Your AI Strategy Needs More Than Just Tech
Why AI projects stall before production, and five prerequisites for scaling AI, from change management and cloud foundations to use cases and evaluation.
Ben King
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Deploying ADK Agents to Agentspace
Step by step instructions for deploying an Agent Development Kit (ADK) agent from Agent Engine to Agentspace, with the REST API calls for each stage.
Ben King
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MCP and Agentic AI on Google Cloud Run
Why Google Cloud Run suits agentic AI and MCP servers, with a reference architecture, container deployment, stateless design, logging, cost and security.
Ben King
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The Competition for Agentic Platforms
The race to build agentic AI platforms: Google Agentspace against Salesforce, Oracle, Microsoft, AWS and SAP, and why we favour an interconnected approach.
Ben King
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Service Extensions for Google Cloud App LB’s
Google Cloud Service Extensions add custom headers, security rules, logging and HTML rewrites to your Application Load Balancer using WebAssembly plugins.
Ben King
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Video Post: AI is not new
Video: AI is not new. Businesses have long used it for fraud detection, recommendations and logistics, and many small AI projects add up to a large impact.
Ben King
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Vendor Lock-in: We think its a myth.
Is vendor lock-in worth delaying cloud projects? Why open standards, data portability and hyperscaler competition cut the risk, and how to mitigate it.
Ben King
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🤯 AI Just Got a HUGE Upgrade (And You Need to Know Why)
Google Cloud AI news: Claude 3 and Gemini 1.5 Pro and Flash are now on Vertex AI, plus Hugging Face models and context caching to cut cost and latency.
Ben King
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Getting Started with GCP is easy…..but not so fast.
Google Cloud is easy to start with, but production workloads need enterprise security controls. How Google's open source Fast Fabric code sets them up.
Ben King
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How do you know if AI is actually answering your question, and not just spitting out nonsense?
A plain English guide to retrieval augmented generation (RAG) and chunking, and how grounding AI in your own business data reduces hallucinations.
Ben King
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💸 Is Your Google Cloud Bill Out of Control? 💸
Cut a growing Google Cloud bill: switch off idle dev and test workloads, use spot instances, label costs, export billing to BigQuery and right size VMs.
Ben King
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Video Post: 💸 Stop Wasting Money! 💸 Easy Cost Cutting for Your Business!
Getting Started With Google Cloud Transcript getting started with Google Cloud can seem overwhelming at first as with any cloud there are a lot of services that you can use and each has configuration
Ben King
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Using AI for Document Processing
Beyond chatbots, AI speeds up document processing in legal, healthcare and finance. How Google Cloud Document AI extracts and classifies your documents.
Ben King
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Google Cloud Organization Policies: A Comprehensive Guide
How Google Cloud Organization Policies work with IAM to secure your environment, with key use cases, a setup guide, custom policies and best practices.
Ben King
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Video Post: AI with BigQuery And SQL
Video: BigQuery ML lets you run AI models on your BigQuery data with SQL, from regression and clustering to forecasting, without hiring data scientists.
Ben King
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Video Post: Google Cloud Vertex AI & Hugging Face
Too many AI models to compare? How we test Gemini, Llama, Claude and Hugging Face models side by side on Vertex AI to find the best result at the best price.
Ben King
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Video Post: Who Really Owns Your App?
Many app developers license your app to you instead of handing over the IP. What that means, how it can create a competitor, and what to check before you sign.
Ben King
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Navigating the AI Maze
Choosing an LLM is hard when models and prices vary widely. Why businesses need the flexibility to test and swap models, using Vertex AI or a common API.
Ben King
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Deep Dive into GCP Security Advanced Controls
A deeper understanding of GCP’s advanced security features and best practices
Ben King
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Video Post: Cut Your App Development Costs In Half
Why programming language choice matters for your app budget, and how Flutter lets one codebase run on web, Android and iOS to cut cost and time.
Ben King
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Video Post: Don’t hire a team of developers
Why building an in house team for your mobile app is costly, and how our monthly, cancel anytime Flutter and Google Cloud development service works.
Ben King
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Video Post: Getting Started With Google Cloud
Tips for setting up Google Cloud: organise projects into folders, grant access through IAM groups, and use organisation policies to prevent data leaks.
Ben King
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Video Post: Nobody gives a shit about cyber security
Video: cyber security advice is often hard to follow. Two simple steps stop most attacks: a hardware security key and a password manager for every login.
Ben King
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Aviato: Your Fitness App Development Partner
Aviato builds custom fitness apps for workout tracking, nutrition planning and wellness coaching, with user centred design, security and ongoing support.
Ben King
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Aviato, Your Google Cloud Partner for AI
The AI revolution is here, and businesses that embrace its potential stand to gain a significant competitive edge.
Ben King
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How do free apps make money?
Paid or free? How free apps make money through ads, in app purchases, subscriptions, affiliates, licensing and more, with the pros and cons of each model.
Ben King
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The Aviato Cloud Consulting Blog
Welcome to the Aviato blog: insights, strategies and practical advice on cloud migration, optimisation and the cloud challenges facing your business.
Ben King
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Ah, the age-old question: how much does an app cost?
What drives the cost of building an app, how Flutter's single codebase cuts development spend, and features like payments and social login that add to it.
Ben King
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