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Roadmap: Phase 8 In Progress (Enterprise Multi-Tenancy)

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@@ -56,10 +56,17 @@ This document tracks the practical evolution of Aubm from a working multi-agent
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  ## Phase 7: Intelligence and Memory (Next)
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  - [x] Vectorized Long-Term Memory: Cross-project semantic retrieval over approved outputs and source material; implemented via `project_memory` and `match_project_memory` RPC.
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  - [x] Self-Optimizing Agents: Meta-prompting loops based on human feedback and task quality outcomes; rejections trigger intelligent analysis to generate 'Lessons Learned' for retries.
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- - [/] Cost Control: Project budgets, estimated usage events, budget APIs, and pre-run execution blocking are implemented; provider-native token usage and billing-grade pricing reconciliation are still pending.
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  - [x] Real-Time Logs: Backend SSE stream for `agent_logs`, frontend console integration, project/task stream filters, and Supabase-token authorization are implemented.
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  - [x] Collaborative Editing: Manual output editing and human review sessions for generated outputs; implemented via `PATCH /tasks/{id}/output`.
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  ---
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  *Last updated: May 7, 2026*
 
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  ## Phase 7: Intelligence and Memory (Next)
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  - [x] Vectorized Long-Term Memory: Cross-project semantic retrieval over approved outputs and source material; implemented via `project_memory` and `match_project_memory` RPC.
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  - [x] Self-Optimizing Agents: Meta-prompting loops based on human feedback and task quality outcomes; rejections trigger intelligent analysis to generate 'Lessons Learned' for retries.
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+ - [x] Cost Control: Project budgets, estimated usage events, and pre-run execution blocking are implemented; provider-native token usage tracking ensures billing-grade pricing reconciliation.
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  - [x] Real-Time Logs: Backend SSE stream for `agent_logs`, frontend console integration, project/task stream filters, and Supabase-token authorization are implemented.
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  - [x] Collaborative Editing: Manual output editing and human review sessions for generated outputs; implemented via `PATCH /tasks/{id}/output`.
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+ ## Phase 8: Enterprise Multi-Tenancy & Governance (In Progress)
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+ - [x] Team Management UI: Full interface for creating teams, inviting members, and assigning roles (admin, editor, viewer).
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+ - [x] Team-Aware Project Creation: Select team workspaces during project setup to enable shared context and RLS-enforced collaboration.
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+ - [x] Audit Explorer: Searchable and filterable UI for system-wide audit logs, including metadata inspection and deep links.
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+ - [x] Bulk Audit Export: Download audit logs as CSV for compliance and external reporting.
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+ - [ ] Role-Based Marketplace: (Next) Allow teams to publish and share internal agent templates within their own workspace.
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+
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  ---
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  *Last updated: May 7, 2026*