agent AI

2 items

ARTICLEDEV.to AI·23d ago

We’re Repeating Dependency Hell — But Now It’s AI Behaviour, Not Code

The article posits that AI systems are repeating the "dependency hell" previously seen in software engineering, but now concerning AI behavior rather than code. This behavior emerges from the complex interaction of models, prompts, and agent layers, where skills act as active participants in decision-making.

AI behavior dependencies AI systems Software Engineering

ARTICLELangChain Blog·4/2/2026

Open Models have crossed a threshold

Open models like GLM-5 and MiniMax M2.7 have crossed a threshold, matching closed frontier models on core agent tasks. They offer comparable performance in file operations, tool use, and instruction following, but at a fraction of the cost and latency.

open models AI performance MiniMax M2.7 GLM-5