EVERY SIGNAL, SORTED.

Global Open Source, Research Agents, Reliability, Workflow Recovery, Subagents, Observability, Token Costs, Scientific Research and Software Maintenance

Feynman kept finished research alive after a crash. Agent reliability is getting less glamorous

The open-source research agent now preserves results from subagents that finished before the parent workflow died, trims repeated prompt overhead and gives a damaged authentication file a useful error. None of that looks like magic. That is precisely why it matters.