Monday, September 1, 2025

Show HN: Neuron – Cognitive Multi-Agent Architecture for Reasoning https://ift.tt/IX0hi21

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://ift.tt/sOMrd8u Evaluation Notebook: https://ift.tt/fEGnPQZ... Tutorial Series: https://ift.tt/WyHXVuB... About me / context: https://ift.tt/Ffshnuz... Would love feedback from the HN community — especially if you’ve run into the same breakdown points with traditional tools. September 2, 2025 at 12:13AM

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Show HN: Neuron – Cognitive Multi-Agent Architecture for Reasoning https://ift.tt/IX0hi21

Show HN: Neuron – Cognitive Multi-Agent Architecture for Reasoning Most orchestration frameworks today still behave like fragile chains — th...