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53 postsHow to Prevent AI Memory from Using Its Output as Input
Discover methods to prevent AI memory from using its output as input. Explore changes made in PR #573.
Nova: Grow Your AI Collaborator
Nova provides a repository for developing an AI collaborator with persistent memory and contracts.
Obsidian Falls Short: AI Agent Memory Engine Developed
Dissatisfied with Obsidian, Thomas Connally created a specialized AI memory engine. Perseus Vault is offline and 8MB in size.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.com200KB Binaries: A New Approach to Web Serving
A web page served from a native binary handles 20,000 requests. Discover insights on this new memory management approach.
Evaluating Memory Frameworks: File, Vector, Graph, and RL Approaches
The evaluation shows that structured memory systems outperform file-based ones in accuracy and token cost.
Addressing Agent Memory and Costs as Lifecycle and Architectural Issues
Exploring how production AI agents manage memory and costs through lifecycle approaches.
The Computer at the Bottom of a Canal: The Story of Rekursiv
The Rekursiv processor, created in 1988, revolutionized memory management. Its concepts are now foundational in today's technology.
Why I Developed Local-First Agent Memory
LoreConvo introduces a local-first memory layer using SQLite and FTS5, offering an alternative to traditional vector embedding methods.
Building Multi-Tenant, Multi-Tier Memory for AI Agents
Explore memory management design for AI agents in multi-tenant systems.
Cogni: MCP Memory for LLMs Without LLM in the Retrieval Path
Cogni enhances LLMs with connected memory, enabling efficient reasoning and retrieval without relying on LLMs during the process.