recovery

A developer outlines a structured skill stack for production-grade AI agents, covering planning, tool-use, permissions, recovery, observation, budget, and escalation as explicit contracts rather than loose tool wrappers.

This article from SQLite's official documentation explains the various ways an SQLite database can become corrupted, such as file overwrites by rogue processes, misuse of file descriptors, and unsafe backup procedures, along with mitigation strategies.

This paper investigates how the tension between helpfulness and safety in LLMs leads to context-dependent suppression and recovery of certain behaviors, showing that the drive to be helpful can override causal caution mechanisms.

A tweet showcases a robot's ability to maintain locomotion and recover from unexpected forces in real time.