{"type":"post","id":"persistent-memory-for-claude-code-with-weaviate-engram-75aa8e","slug":"persistent-memory-for-claude-code-with-weaviate-engram-75aa8e","title":"Persistent memory for Claude Code with Weaviate Engram","description":"**Thesis:** Engram makes project history a cross-session context layer for Claude Code, rather than limiting retained notes to an individual repository.","retrieval_nugget":"**Thesis:** Engram makes project history a cross-session context layer for Claude Code, rather than limiting retained notes to an individual repository.","published_at":"2026-10-08","updated_at":"2026-10-08","record_date":"2026-10-08","date_kind":"published_at","topics":["claude","claude-code"],"source_urls":["https://weaviate.io/blog/engram-for-claude-code"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:persistent-memory-for-claude-code-with-weaviate-engram-75aa8e","status":"published","visuals":[],"editorial_provenance":{"schema_version":"newruntime-editorial-copy-v1","content_status":"source_grounded_final","final_copy_sha256":"sha256:be0fe746161753440afa7a86f558c8e2a9fd87ec373444278fc2ef14cbc38ef0","reviewed_at":"2026-10-08T21:00:35.359Z","source_evidence_count":1,"verified_claim_count":3,"site_analysis_schema_version":"newruntime-site-analysis-v1","site_object_kind":"field_note","observed_fact_count":3,"implication_count":2,"watch_condition_count":1,"related_record_count":0},"analysis":{"schema_version":"newruntime-site-analysis-v1","object_kind":"field_note","thesis":"Engram makes project history a cross-session context layer for Claude Code, rather than limiting retained notes to an individual repository.","observed_facts":[{"text":"Before Claude answers, the plugin searches Engram for memories related to the prompt and passes relevant results as context.","source_urls":["https://weaviate.io/blog/engram-for-claude-code"]},{"text":"After the answer, it saves the exchange asynchronously and turns conversation into distilled memory notes.","source_urls":["https://weaviate.io/blog/engram-for-claude-code"]},{"text":"Weaviate says team-shared memories are possible depending on how topics are configured, and lists a free allowance of up to 1,000 runs per month.","source_urls":["https://weaviate.io/blog/engram-for-claude-code"]}],"mechanism":"The plugin hooks into both the pre-answer and post-answer stages: retrieval supplies prior context, while asynchronous extraction and storage make new context available later. This design puts memory in the workflow as a side effect rather than requiring a user to issue a dedicated “remember this” command.","why_now":"Claude Code work commonly crosses sessions and repositories; the product announcement targets the gap between local project notes and decisions that need to travel with a developer’s work.","implications":["If recall is reliable, developers may spend less time re-explaining earlier decisions or rediscovering cross-repository interfaces.","Shared topics could also carry knowledge between team members, making scope and access controls consequential."],"evidence_boundary":"These are Weaviate’s product claims. The announcement supplies no independent evaluation of recall accuracy, privacy, or the quality of generated memories; the stated free tier and failure behavior are also company descriptions.","watch_conditions":["Watch for independent tests of whether recalled memories are accurate and appropriately scoped across repositories and team topics."],"related_records":[],"new_branch_reason":"No prior New Runtime record was supplied; this release starts a distinct analytical record about persistent cross-repository memory in Claude Code."},"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/persistent-memory-for-claude-code-with-weaviate-engram-75aa8e/","markdown":"https://newruntime.com/posts/persistent-memory-for-claude-code-with-weaviate-engram-75aa8e.md","json":"https://newruntime.com/posts/persistent-memory-for-claude-code-with-weaviate-engram-75aa8e.json"},"next_reads":[{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"topic","path":"/topics/claude-code/","url":"https://newruntime.com/topics/claude-code/","title":"Claude Code","reason":"Explore the claude-code topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude-code.md","json_url":"https://newruntime.com/topics/claude-code.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}