Agent memory needs shared OpenTelemetry standard
Original title: Agent memory needs its OpenTelemetry moment
The post argues for a community-agreed memory format for AI agents modeled after OpenTelemetry's success in observability.
The text highlights that AI coding agents maintain multiple incompatible memory formats such as AGENTS.md files, Anthropic memory tools, GitHub Copilot facts, and tools like Mem0 or LangGraph. It compares this fragmentation to pre-2019 observability vendors and notes how OpenTelemetry unified data models and protocols. LoreKit is presented as one proposal among several for export and live addressing of agent memories.
- Multiple incompatible formats exist for agent memory including AGENTS.md and /memories.
- OpenTelemetry merged competing projects in 2019 to agree on data models.
- Export and live addressing are two key issues addressed by shared specs.
- Proposals like MacPaw's Portable Memory and Open Memory Protocol focus on standardization.
- The timing is right with neutral homes like the Agentic AI Foundation.
From the original article
8 min read at lorekit.ioList every place your coding tools keep something they "remember". A typical setup today: an AGENTS. md or CLAUDE.
By mthines · lorekit.io
A short excerpt; the article and its images belong to the publisher. Summary, key facts and assessment above are AI-written from the article and can be wrong.