Show HN: Neuron – Cognitive Multi-Agent Architecture for Reasoning
Most orchestration frameworks today still behave like fragile chains — they break when faced with contradictions, long-term memory, or dynamic routing.
Neuron is a cognitive multi-agent architecture that thinks in circuits instead of chains. Multiple agents collaborate in parallel, adapt their pathways in real time, and keep persistent context across extended interactions.
Key components
Agents: Intake, Reasoning, Response, Memory
Circuits: Dynamic routing instead of linear chaining
Memory: Episodic + contextual persistence
Monitoring: Full reasoning traces for observability
Why it matters
Handles contradictory inputs without collapsing
Maintains state across extended sessions
Parallel coordination for complex reasoning tasks
Transparent logs for debugging & trust
GitHub repo: https://github.com/ShaliniAnandaPhD/Neuron
Evaluation Notebook: https://www.notion.so/shalini-ananda-phd/Neuron-Evaluation-N...
Tutorial Series: https://www.notion.so/shalini-ananda-phd/Neuron-Framework-Tu...
About me / context: https://www.notion.so/shalini-ananda-phd/Shalini-Ananda-PhD-...
Would love feedback from the HN community — especially if you’ve run into the same breakdown points with traditional tools.