Document the Python core MCP client and verification workflow
docs: refresh wiki for current Dense-Mem behavior
Refactor telemetry and documentation for v2.6.1 synchronous Remember lifecycle - Updated Telemetry.md to clarify telemetry metrics and their meanings, focusing on synchronous Remember calls and terminal outcomes. - Revised Using-Dense-Mem.md to reflect the synchronous nature of the Remember function and its immediate return of terminal outcomes. - Enhanced Vector-Search-And-Ranking.md to specify the embedding process for v2.6.1 and its implications on search document states. - Modified Write-Pipeline.md to detail the synchronous Remember lifecycle, including the handling of submission statuses and the terminal result structure. - Clarified the public status contract and error handling in the Remember process, ensuring accurate representation of operational failures and quarantine procedures.
docs: document architecture conformance
Refactor authentication and authorization model across documentation - Updated references to "profile" to "identity" and "membership" to reflect changes in the authentication model. - Clarified the role of permanent owner aliases in team and credential management. - Removed legacy transport options and clarified the use of the official SDK transport in various documents. - Enhanced descriptions of API key and credential management in the user portal and control portal sections. - Revised the PostgreSQL schema documentation to reflect the removal of semantic references and the introduction of direct foreign keys. - Improved clarity on the handling of SSO sessions and their relationship with team memberships and credentials. - Updated operational runbook to include new migration details and job retention policies.
Refactor documentation across multiple files to enhance clarity and accuracy - Updated Operations-Runbook.md to clarify compatibility holds and semantic commit processes. - Revised Portals-And-API-Keys.md to detail API-key session management and cookie handling. - Adjusted PostgreSQL-Cluster-Safe-Schema.md to reflect changes in memory-pack export metadata. - Enhanced Public-HTTPS-And-Redis.md with details on cookie security and Traefik routing. - Modified Quick-Start.md to specify the absence of legacy placement and review tools. - Clarified Relationship-Model-And-Lifecycle.md regarding assessor responses and submission holds. - Updated Request-Lifecycle-And-Security.md to improve descriptions of session management and quarantine processes. - Revised Technical-Reference.md to remove deprecated memory-pack operations and clarify submission handling. - Enhanced User-Portal-SSO.md with details on API-key portal session management. - Updated Using-Dense-Mem.md to clarify status responses and quarantine handling. - Refined Write-Pipeline.md to improve explanations of semantic hold lifecycles and assessment processes.
Document V2.4 one-call placement architecture
Document tier-free Relationship architecture
docs: consolidate upgrade guidance
Document durable cross-profile conflict review
Update semantic memory v2 architecture docs