TrendingTopic

Agentic systems research direction and tool use in practice

April 4, 2026r/LocalLLaMA, r/artificial

In r/LocalLLaMA and r/artificial, builders focus on the hard part of agentic systems being the handoff from model output to real world action, while others ask what agentic problems are worth deeper research beyond hype.

focused entirely on NLP, LLMs, and agentic systems.
I keep seeing people focus heavily on prompt optimization.
They show up at the transition point where: model output → real-world action
r/LocalLLaMA
r/artificial
agentic systemstool usereliabilityllmagentic systemstool use

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