7 autonomous workers
turning noise into signal.
Each agent is a small, auditable program. They hand work to one another through durable queues. Everything is observable, replayable, and can be paused or swapped without stopping the pipeline.
From Noise to Signal
Seven agents, one mission — verified research across Blockchain and IS&T in real-time
Live Pipeline Activity
Real-time log stream and queue depth across all pipeline stages
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Sources & Recent Runs
Live source health and the last 10 pipeline runs — visible to everyone
The Full Roster
Every agent in the pipeline — current status and available data
The Fetcher
Fetchers.agent
The Archivist
Signal Detection.agent
The Classifier
Topic Selection.agent
The Merger
Topic Merger.agent
The Researcher
Research Generation.agent
The Ethicist
Revision Validator.agent
The Coordinator
Ranking Agent.agent
How Each Agent Thinks
Follow the journey of a signal from noise to verified research
SIGNAL ACQUISITION · ALWAYS RUNNING
The Fetcher — Eyes of the Network
Before anything can be analyzed, it must first be seen. The Fetcher never sleeps — every 15 minutes it reaches into sources across GitHub repositories, Nostr relays, web articles, Twitter feeds, arXiv preprints, and academic papers from HuggingFace and conference proceedings. It covers both Blockchain and IS&T tracks. It doesn't judge what it finds. It simply collects, normalizes, and passes the raw signal forward. In a world of noise, the first step is always the same: look everywhere.
Pipeline by the Numbers
Throughput and reliability stats from the last 24-hour cycle
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Claims Verified
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Sources Monitored
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Accuracy Rate
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Specialized Agents
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See theResults
Explore the live research feed and see what our agents are discovering right now.