23h ago · 11 min read · Have you ever pushed code to production and later realised your service had no health checks, or your Kubernetes deployment had no resource limits? Or worse, a hardcoded API key buried in a config fil
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4d ago · 8 min read · The Problem: 235 Plugins Need Comprehensive Documentation I maintain claude-code-plugins, a marketplace with 235 plugins for Claude Code. Each plugin needed enhanced SKILL.md files (8,000-14,000 bytes) following Anthropic's Agent Skills standards. Do...
Join discussion4d ago · 3 min read · How to Get Your ADK Agent into Google's Official Community Showcase Last week, Bob's Brain became one of only 4 projects in Google's official Agent Starter Pack community showcase. Here's the tactical playbook for how we got there—and what it means f...
Join discussion4d ago · 7 min read · The Problem: Generic Orchestrator vs Business-Aligned Regional Manager I had Bob deployed as a basic multi-agent orchestrator on Vertex AI Agent Engine. But here's what was wrong: Before Fine-Tuning: Generic "master orchestrator" identity Vague rout...
Join discussion4d ago · 9 min read · Building a Production Multi-Agent AI System: BrightStream's 10-Agent Architecture on Vertex AI The Journey from Concept to Infrastructure in One Session I just built BrightStream - a production-ready positive news platform powered by 10 independent A...
Join discussionMar 17 · 9 min read · Introduction: The Inevitable Evolution of AI Infrastructure In the fast-paced world of generative AI, the tools and platforms we use are constantly evolving. What was state-of-the-art six months ago might be legacy today. For many developers who star...
Join discussionFeb 17 · 2 min read · TL;DR: Stop buying AI infrastructure before you know what problem you're solving. Start with one workflow, prove value, then scale the platform. I've seen this pattern too many times. Enterprise buys a shiny AI platform. Six figures. Maybe seven. The...
Join discussionFeb 16 · 2 min read · TL;DR: Skip AI governance now and you'll pay for it later with rework, compliance fires, and projects that can't leave the lab. Most enterprises treat AI governance like a handbrake. Something legal makes you do. A box-ticking exercise that slows dow...
Join discussionFeb 12 · 5 min read · TL;DR: Claude Opus 4.5 is available through Google Cloud's Vertex AI Model Garden. You get enterprise-grade access control, consolidated billing, provisioned throughput for guaranteed capacity, and up to 30% savings through Committed Use Discounts. N...
Join discussionJan 29 · 2 min read · Overview Labs are timed and cannot be paused. The timer starts when you click Start Lab. The included IDE is preconfigured with the gcloud SDK. Use the terminal to execute commands and then click Check my progress to verify your work. Challenge ...
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