The Recallium blog.
Insights on AI memory, developer tools, and building intelligent systems.
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Guides and field notes from the team, alongside community write-ups from people running Recallium with their own agents. Filter by topic.
How I Coordinate 19 AI Agents Across 4 Model Families With OpenCode and Recallium
“They don’t talk to each other. They share a brain instead.” Running 19 specialized AI agents in production across Claude, GPT, and Gemini - OpenCode handles orchestration while Recallium provides persistent, cross-project searchable memory.
Why Off-the-Shelf LLMs Fail in Fintech and Take Months to Get Right
Discover why context is critical in fintech applications and how Recallium was used to analyze a code repository to understand the real challenges of building production-ready LLM systems.
Stop Re-explaining Context to AI Agents: Infinite Memory for Your Developer AI Tools
Learn how to stop repeating yourself to AI agents. Recallium provides infinite memory so your AI tools remember everything.