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 https://github.com/ShaliniAnandaPhD/Neuron Evaluation Notebook: https://www.notion.so/shalini-ananda-phd/Neuron-Evaluation-Notebook-1cec18ea2aa18002b7acf9c1791ca8ea https://www.notion.so/shalini-ananda-phd/Neuron-Evaluation-N... Tutorial Series: https://www.notion.so/shalini-ananda-phd/Neuron-Framework-Tutorial-Series-Cognitive-Architecture-for-Modular-AI-1fec18ea2aa180b5b1dff554f651bb01 https://www.notion.so/shalini-ananda-phd/Neuron-Framework-Tu... About me / context: https://www.notion.so/shalini-ananda-phd/Shalini-Ananda-PhD-ad2d228146624c9ea6f5db919bfe5433 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.