
Why Fewer Tools Make a Better AI Agent
Giving an AI agent ten tools often makes it worse, not smarter. Here is how to scope tool access so agents stay fast, cheap, and easy to debug.
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Giving an AI agent ten tools often makes it worse, not smarter. Here is how to scope tool access so agents stay fast, cheap, and easy to debug.
85 Container, 24 Datenbanken, 232 Cron-Jobs — und ein Gründer Wenn ich jemandem sage, dass...
Key Takeaways Andrey Santrosyan, CTO of Redouble AI, detailed the Silverlake platform on “A...

Autonomous agents fail silently when they guess past their confidence. Here's how to design escalation paths that route uncertain cases to a human before they cause damage.
Herodotus wrote of a bird that lived five hundred years in Arabia, and when its life came to an end,...
A hearth fire required no priest, no temple, no calendar date. It required a fire and a household....
Pausanias, walking through Athens centuries after the Boule had done its daily work, recorded...
The Boule was a council of five hundred, fifty chosen from each of ten tribes. It didn’t replace the...
Before a young Athenian took his full place in the city, he spent two years in the ephebeia....
Metron was the Greek word for a measure: the standard you judge a thing against. It gives us metric,...

Multi-agent AI systems don't fail because agents are weak; they fail because coordination is an afterthought, and LangGraph, CrewAI, and AutoGen are three layers of one architecture, not rival tools.

Vibe coding is collapsing under the same structural force that doomed 3D printing as a mass-production method. The Customization-Scale Paradox, and why agentic automation wins past 15 engineers.