v3.0.0a2

What's Changed

• chore: remove deprecated enable_user_memories, search_session_history, num_history_sessions and num_past_session_runs params by @sannya-singal in #7834
• feat: evals user-isolation by @harshsinha03 in #8262
• chore: remove v3.0.0 evals migration by @harshsinha03 in #8448
• refactor: drop flat HITL kwargs in favor of human_review=HumanReview(...) by @sannya-singal in #8354
• feat: consolidate AgentOS metadata routes by @ysolanky in #7647
• feat: add id to Toolkit by @ysolanky in #8724
• feat: denormalize sessions table in db by @kausmeows in #8350
• fix: derive runs table name from session_table to prevent silent run … by @kausmeows in #9388
• feat: reliable background execution for AgentOS - bounded, observable, durable by @ysolanky in #9079
• cookbook: make the at-most-once default discoverable where testers hit it by @ysolanky in #9492
• fix: forward-port unified-continue gate removal to the agents door by @ysolanky in #9392
• fix: fail-closed continue gate and reconciling sweep - the two P1 review findings by @ysolanky in #9404
• fix: RBAC filtering covers DB-loaded teams and workflows on list endpoints by @ysolanky in #9505
• fix: inline continue terminal sync survives client disconnect by @ysolanky in #9499
• fix: Wave 2 reliability smalls - thirteen review findings, one commit each by @ysolanky in #9508
• fix: thread-based heartbeats - lease renewal survives a starved event loop by @ysolanky in #9512
• fix: Wave 3 reliability polish - fourteen review findings, one commit each by @ysolanky in #9527
• feat: make Team and Workflow constructors keyword-only by @ysolanky in #9554
• fix: external agents crash the background streaming route with raw ev… by @kausmeows in #9585
• fix: sorting and pagination in queue by @mishramonalisha76 in #9504
• feat: schedules, metrics, knowledge, vdb user-isolation by @kausmeows in #8245
• Update Cerebras defaults and cookbook models by @ryanl-cerebras in #9244
• [fix] Repair stale cookbook links by @CRDong233 in #9590
• refactor: remove culture feature (experimental, v3.0 cleanup) by @Mustafa-Esoofally in #9515
• refactor: remove reasoning=True shortcut, require explicit reasoning_model by @Mustafa-Esoofally in #8940
• feat: improve agno create onboarding by @ashpreetbedi in #9600
• fix: replace the deprecated Groq llama-3.3-70b-versatile with openai/gpt-oss-120b by @sannya-singal in #9588
• refactor: remove deprecated API surface for v3.0 by @ysolanky in #9560
• refactor: remove compat surface that never shipped a runtime deprecation notice by @ysolanky in #9593
• refactor: remove mistralai v1 compatibility layer by @harshsinha03 in #9613
• fix: repair garbled scheduler log messages by @ashpreetbedi in #9619
• fix: case-sensitive knowledge test assertions fail on lowercase model output by @ashpreetbedi in #9618
• feat: FinanceTools - one finance toolkit, swappable data providers by @ashpreetbedi in #9606
• fix: gate stream param by stream_sub_agent_events flag by @Mustafa-Esoofally in #9115
• [cookbook] Add OpenUI client example for AgentOS AG-UI by @vishxrad in #9605
• feat: add RampRouter model for Ramp Router (router.com) by @ashpreetbedi in #9626
• feat: add emem cookbook example by @kumari-jaya in #9624
• feat: Studio 3.0 - the governed control plane for agents that build agents by @ashpreetbedi in #9604

New Contributors

• @ryanl-cerebras made their first contribution in #9244
• @CRDong233 made their first contribution in #9590
• @vishxrad made their first contribution in #9605
• @kumari-jaya made their first contribution in #9624

Full Changelog: v2.9.0...v3.0.0a2