Show HN: Agam – Activation-based memory for Claude Code, not retrieval

Category: devtools

Tags: knowledge-graph, claude-code, context-injection

Score: 7.5/10 (Innovation: 7, Technical: 8, Documentation: 8, Utility: 7)

Agam injects a persistent knowledge graph of entities and relationships into Claude Code sessions, enabling context-aware answers without repeated file searches. It hooks into the Claude Code CLI to auto-inject relevant history and processes session transcripts via a background watchdog, offering a novel 'activation-based memory' approach for LLM-assisted development.

Target audience: backend devs, ai engineers, devops

Repository: https://github.com/CrypticCortex/agam · Python · MIT · 4 stars

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