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Building an AI Video Pipeline with Vertex AI Veo, Lyria, and GitHub Actions
An NWSL documentary video pipeline using Vertex AI Veo for video, Lyria for music, and GitHub Actions for CI/CD. 23 commits, 53K+ lines, and every Lyria workaround nobody documented.
ReadModel-Agnostic Positioning and the IAE Branding Back-and-Forth
Removing IAE branding, adding model-agnostic messaging, building a pricing education hub, then restoring IAE branding the same day. The messy reality of product positioning.
ReadVertex AI Agent Engine Forced a Same-Day Architecture Pivot
Agent Engine cannot run multiple non-search tools on a single agent. That undocumented limitation forced a same-day collapse from 4 specialized agents to 1 orchestrator carrying all tools.
ReadPipelinePilot: Building a Multi-Agent SDR Orchestrator on Vertex AI in One Day
From YAML agent configs to Python ADK: building a production multi-agent SDR orchestrator on Vertex AI with Firebase dashboard, 6 data connectors, and CI/CD in a single day.
ReadBuilding a Production Multi-Agent AI System: BrightStream's 10-Agent Architecture on Vertex AI
The real journey from concept to production: building BrightStream's 10-agent positive news platform on Google Vertex AI Agent Engine. Multi-agent debate, parallel execution, and 89% cost reduction through architectural optimization.
ReadArchitecting a Production Multi-Agent AI Platform: Technical Leadership in Action
Architecting a Production Multi-Agent AI Platform: Technical Leadership in Action From Concept to Infrastructure: A Case Study in Systematic Problem-Solving Over the past few …
ReadIAE Product Architecture: Building a Sellable AI Agent with A2A Protocol and Modular Pricing
How we turned a consulting-shaped AI agent into a product with Google A2A Protocol, two-layer architecture, and modular M1/M2/M3 pricing that sells.
ReadProductizing AI Agents: Containerized Offerings and the 9-Commit Iteration Loop
Building a containerized AI agents page with tiered pricing, then watching it go through a classic build-promote-revert-refine cycle across 9 commits in one evening session.
ReadThe Coasean Singularity: How AI Agents Will Transform Digital Markets
Analysis of groundbreaking NBER research on how autonomous AI agents will reshape digital markets by reducing transaction costs to near-zero, enabling new market designs and regulatory challenges.
ReadFixing Claude Code EACCES: Multi-User Linux Permission Architecture
Deep dive into debugging and fixing Claude Code EACCES permission errors in a multi-user Linux environment. Learn how to implement shared configuration with symlinks, group permissions, and proper ownership.
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