RESEARCH DROPS
First-look findings and notes
New reliability benchmarks, autonomy-loop methodology notes, and experiment results come here before they go anywhere else. Critique is welcomed. Precision is expected.
COMMUNITY // SIGNAL
GET IN THE
ROOM WHERE
AGENTS GET
BUILT.
Builders shipping autonomous agents. Engineers debugging long-horizon runs. People who want their systems to finish the work, not just generate a first draft. This is the channel for that work.
OPEN CHANNEL // JOIN NOW
DISPATCH YOUR
SIGNAL.
The Discord is where research drops land first, fleet logs get discussed, and open problems get worked in public. No pitch decks. No hype threads. Specific, technical, continuous.
Join the DiscordFREE // OPEN TO BUILDERS AND RESEARCHERS
03 / WHAT HAPPENS HERE
Three Active Signals
FLEET LOGS
Nyx runs, live and unedited
Real Nyx session transcripts: planning traces, worker dispatch records, gate verdicts. The unfiltered log of an autonomous agent working through the night on real software.
OPEN PROBLEMS
Unsolved questions, publicly stated
We post the problems we have not solved yet: measurement gaps, architectural questions, edge cases in the autonomy loop. The goal is a collective prior, not a closed research track.
04 / WHO IT IS FOR
Engineers shipping autonomous systems. Researchers studying agent reliability and long-horizon autonomy. Founders who need their agents to work unsupervised. Anyone who has watched a capable model fail a long task and wanted to know exactly where it broke.
If you are interested in contributing to the reliability research, have questions about Nyx, or want direct contact with the research team, write to us at community@emotionsresearch.com