Tagged: cost-optimization

3 posts in this topic.

Single Agent vs. Multi-Agent AI: When More Agents Actually Help (and When They Just Cost More)

Princeton NLP found single agents match or outperform multi-agent systems on 64% of tasks. Here's the decision framework for when multi-agent orchestration is worth the complexity - and when a well-built single agent is the smarter investment.

ai-agents ai-strategy architecture

The AI Coding Productivity Trap: Why Faster Output Doesn't Mean Faster Progress

AI coding agents can double your output - but if they also double your maintenance burden, you've quadrupled your costs. Here's the math, the research, and how to avoid the trap.

ai-strategy ai-agents technical-debt

API-First vs. Browser Automation for AI Agents: The 45x Cost Gap Nobody Talks About

Benchmark data shows browser-based AI agents consume 45x more tokens than API-first alternatives on the same task. Here's why architecture decisions matter more than model choice for agent economics.

ai-agents architecture api-design

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