Technical
Focus on the Solution, Not the AI Hype
AI hype promises autonomous software factories and imminent AGI. In the customer trenches every day, the real work looks very different.
Technical
How Google's File Search API Eliminated 7 Database Tables from My RAG Pipeline
I replaced a complex RAG pipeline (GCS, Vertex AI, 7 database tables) with Google's File Search API. Same cost, 90% less code. Here's how.
Technical
Spec-Driven Development: How Our 43-Agent System Compares
How our 43-agent system implements spec-driven development. CLAUDE.md files, agent prompts, and workflow specs create predictable AI agent orchestration.
Technical
Parallel AI Agents: Cursor 2.0's 8-Agent Approach vs Sequential Orchestration
Cursor 2.0 runs 8 AI agents in parallel for better results. But does the 25-35% token cost increase justify the speed? Analysis of parallel vs sequential agents.
Technical
The 7 Agentic AI Patterns We've Been Using Without Knowing It
Analyzing formal agentic AI design patterns against our three-team agent system reveals we've been implementing these patterns implicitly across marketing, engineering, and business domains.