Relay: splits context into ephemeral (expires, re-fetch on startup) vs durable (stable, load directly). 30–50% fewer tokens, context is always current.
Stitch: async agent messaging with no broker. One agent drops a note, another picks it up on next startup. Flat files, zero infra.
PAG: entity graph with attention weights. Agents stop starting cold.
Full writeup with comparisons to mem0, Zep, LangMem, vector DBs: https://sparkco.ai/blog/agent-context-management-ephemeral-v...
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Relay: splits context into ephemeral (expires, re-fetch on startup) vs durable (stable, load directly). 30–50% fewer tokens, context is always current.
Stitch: async agent messaging with no broker. One agent drops a note, another picks it up on next startup. Flat files, zero infra.
PAG: entity graph with attention weights. Agents stop starting cold.
Full writeup with comparisons to mem0, Zep, LangMem, vector DBs: https://sparkco.ai/blog/agent-context-management-ephemeral-v...
reply