Also in this release
MemHub + APIFeatures11
- Routines can enrich themselves from the web while they run, with multi-query and adaptive depth.
- Routines produce binary file deliverables and attach them to their email.
- Artifacts expose a deliverable manifest, and deliverable content is extracted for semantic search.
- Notion can be opted into per brain at context-session creation.
- Skill bundles carry binary brand assets.
- MCP server —
search_brains, search_all_brains, and get_brain_overview. - MCP server —
delete_skill and a refresh mode on add_skill_to_brain. - MCP server — gated deletes and refresh in chat, bringing it to parity with MCP.
- APINew 2026-generation tiers, including Scale at $399, with per-org overage charging. Legacy customers are grandfathered.
- APIProcedural recall is split out of
/search into POST /v1/memories/trigger. - APIAsync ingest write path via SQS and Lambda.
Improvements6
- Agent routines default to the chat runtime, and the content that triggered a run is injected as its focus.
- Team-document originals moved off Vercel Blob to S3.
- APIQuota and overage meter against the billing period rather than the calendar month.
- APIBreaking: "recall" is renamed "search" across the customer-facing surface.
- APIBreaking:
X-Org-Id is dropped — the org is derived from the key. - APIThe ZeroEntropy reranker is removed from the team path.
Fixes3
- Notion index —
notion_node.path binds as ltree again, fixing an asyncpg type mismatch. - Routines — the enrich deep→quick downgrade applies on edit; document trigger-focus is built from ordered chunks.
- Artifacts — S3 bytes are garbage-collected on delete.
Security2
- Developer keys — mem-manager keys validate against the data-plane memory API, and revocation is atomic.
- APIRate limiting — valid API keys are no longer demoted into the unauthenticated 3/min bucket.