diff --git a/backend/packages/harness/deerflow/agents/memory/queue.py b/backend/packages/harness/deerflow/agents/memory/queue.py
index 9708c056d..0cdff8e6b 100644
--- a/backend/packages/harness/deerflow/agents/memory/queue.py
+++ b/backend/packages/harness/deerflow/agents/memory/queue.py
@@ -72,7 +72,6 @@ class MemoryUpdateQueue:
                 agent_name=agent_name,
                 correction_detected=correction_detected,
                 reinforcement_detected=reinforcement_detected,
-                user_id=user_id,
             )
             self._reset_timer()
 
diff --git a/backend/packages/harness/pyproject.toml b/backend/packages/harness/pyproject.toml
index 87e571dd3..47cd1afad 100644
--- a/backend/packages/harness/pyproject.toml
+++ b/backend/packages/harness/pyproject.toml
@@ -10,16 +10,16 @@ dependencies = [
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-    "langchain>=1.2.3",
-    "langchain-anthropic>=1.3.4",
+    "langchain>=1.2.15",
+    "langchain-anthropic>=1.4.1",
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-    "langchain-mcp-adapters>=0.1.0",
-    "langchain-openai>=1.1.7",
+    "langchain-mcp-adapters>=0.2.2",
+    "langchain-openai>=1.2.1",
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-    "langgraph-api>=0.7.0,<0.8.0",
-    "langgraph-cli>=0.4.14",
-    "langgraph-runtime-inmem>=0.22.1",
+    "langgraph>=1.1.9",
+    "langgraph-api>=0.8.1",
+    "langgraph-cli>=0.4.24",
+    "langgraph-runtime-inmem>=0.28.0",
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     "markitdown[all,xlsx]>=0.0.1a2",
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diff --git a/backend/uv.lock b/backend/uv.lock
index 7b736e7a5..e0ea058c0 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -18,28 +18,28 @@ members = [
 
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->>>>>>> e75a2ff2 (feat(auth): release-validation pass for 2.0-rc — 12 blockers + simplify follow-ups (#2008))
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-=======
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->>>>>>> 185f5649 (feat(persistence): add unified persistence layer with event store, token tracking, and feedback (#1930))
-=======
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->>>>>>> 6cbec134 (feat(dependencies): add langchain-ollama and ollama packages with optional dependencies)
 
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 ]
 
 [[package]]
@@ -4774,11 +4766,11 @@ wheels = [
 
 [[package]]
 name = "zipp"
-version = "3.23.0"
+version = "3.23.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/30/21/093488dfc7cc8964ded15ab726fad40f25fd3d788fd741cc1c5a17d78ee8/zipp-3.23.1.tar.gz", hash = "sha256:32120e378d32cd9714ad503c1d024619063ec28aad2248dc6672ad13edfa5110", size = 25965, upload-time = "2026-04-13T23:21:46.6Z" }
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+    { url = "https://files.pythonhosted.org/packages/08/8a/0861bec20485572fbddf3dfba2910e38fe249796cb73ecdeb74e07eeb8d3/zipp-3.23.1-py3-none-any.whl", hash = "sha256:0b3596c50a5c700c9cb40ba8d86d9f2cc4807e9bedb06bcdf7fac85633e444dc", size = 10378, upload-time = "2026-04-13T23:21:45.386Z" },
 ]
 
 [[package]]
diff --git a/frontend/pnpm-lock.yaml b/frontend/pnpm-lock.yaml
index 24938b58b..0f6d2d81c 100644
--- a/frontend/pnpm-lock.yaml
+++ b/frontend/pnpm-lock.yaml
@@ -113,12 +113,6 @@ importers:
       best-effort-json-parser:
         specifier: ^1.2.1
         version: 1.2.1
-<<<<<<< HEAD
-      better-auth:
-        specifier: ^1.3
-        version: 1.4.18(next@16.1.7(@opentelemetry/api@1.9.0)(@playwright/test@1.59.1)(react-dom@19.2.4(react@19.2.4))(react@19.2.4))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(vitest@4.1.4(@opentelemetry/api@1.9.0)(@types/node@20.19.33)(vite@7.3.1(@types/node@20.19.33)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.3)))(vue@3.5.28(typescript@5.9.3))
-=======
->>>>>>> e75a2ff2 (feat(auth): release-validation pass for 2.0-rc — 12 blockers + simplify follow-ups (#2008))
       canvas-confetti:
         specifier: ^1.9.4
         version: 1.9.4
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     cpu: [arm]
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     cpu: [ppc64]
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     cpu: [s390x]
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     engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
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     engines: {node: '>= 10'}
     cpu: [ppc64]
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     engines: {node: '>= 10'}
     cpu: [s390x]
     os: [linux]
+    libc: [glibc]
 
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     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
+    libc: [glibc]
 
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     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
+    libc: [musl]
 
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@@ -1047,24 +1063,28 @@ packages:
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     cpu: [arm64]
     os: [linux]
+    libc: [glibc]
 
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     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
+    libc: [musl]
 
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     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
+    libc: [glibc]
 
   '@next/swc-linux-x64-musl@16.1.7':
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     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
+    libc: [musl]
 
   '@next/swc-win32-arm64-msvc@16.1.7':
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@@ -1692,24 +1712,28 @@ packages:
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     cpu: [arm64]
     os: [linux]
+    libc: [glibc]
 
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     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
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     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
+    libc: [glibc]
 
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     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
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@@ -1771,66 +1795,79 @@ packages:
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     cpu: [arm64]
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     resolution: {integrity: sha512-49FkKS6RGQoriDSK/6E2GkAsAuU5kETFCh7pG4yD/ylj9rKhTmO3elsnmBvRD4PgJPds5W2PkhC82aVwmUcJ7A==}
     cpu: [riscv64]
     os: [linux]
+    libc: [glibc]
 
   '@rollup/rollup-linux-riscv64-musl@4.60.2':
     resolution: {integrity: sha512-mjYNkHPfGpUR00DuM1ZZIgs64Hpf4bWcz9Z41+4Q+pgDx73UwWdAYyf6EG/lRFldmdHHzgrYyge5akFUW0D3mQ==}
     cpu: [riscv64]
     os: [linux]
+    libc: [musl]
 
   '@rollup/rollup-linux-s390x-gnu@4.60.2':
     resolution: {integrity: sha512-ALyvJz965BQk8E9Al/JDKKDLH2kfKFLTGMlgkAbbYtZuJt9LU8DW3ZoDMCtQpXAltZxwBHevXz5u+gf0yA0YoA==}
     cpu: [s390x]
     os: [linux]
+    libc: [glibc]
 
   '@rollup/rollup-linux-x64-gnu@4.60.2':
     resolution: {integrity: sha512-UQjrkIdWrKI626Du8lCQ6MJp/6V1LAo2bOK9OTu4mSn8GGXIkPXk/Vsp4bLHCd9Z9Iz2OTEaokUE90VweJgIYQ==}
     cpu: [x64]
     os: [linux]
+    libc: [glibc]
 
   '@rollup/rollup-linux-x64-musl@4.60.2':
     resolution: {integrity: sha512-bTsRGj6VlSdn/XD4CGyzMnzaBs9bsRxy79eTqTCBsA8TMIEky7qg48aPkvJvFe1HyzQ5oMZdg7AnVlWQSKLTnw==}
     cpu: [x64]
     os: [linux]
+    libc: [musl]
 
   '@rollup/rollup-openbsd-x64@4.60.2':
     resolution: {integrity: sha512-6d4Z3534xitaA1FcMWP7mQPq5zGwBmGbhphh2DwaA1aNIXUu3KTOfwrWpbwI4/Gr0uANo7NTtaykFyO2hPuFLg==}
@@ -1984,24 +2021,28 @@ packages:
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
+    libc: [glibc]
 
   '@tailwindcss/oxide-linux-arm64-musl@4.1.18':
     resolution: {integrity: sha512-1px92582HkPQlaaCkdRcio71p8bc8i/ap5807tPRDK/uw953cauQBT8c5tVGkOwrHMfc2Yh6UuxaH4vtTjGvHg==}
     engines: {node: '>= 10'}
     cpu: [arm64]
     os: [linux]
+    libc: [musl]
 
   '@tailwindcss/oxide-linux-x64-gnu@4.1.18':
     resolution: {integrity: sha512-v3gyT0ivkfBLoZGF9LyHmts0Isc8jHZyVcbzio6Wpzifg/+5ZJpDiRiUhDLkcr7f/r38SWNe7ucxmGW3j3Kb/g==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
+    libc: [glibc]
 
   '@tailwindcss/oxide-linux-x64-musl@4.1.18':
     resolution: {integrity: sha512-bhJ2y2OQNlcRwwgOAGMY0xTFStt4/wyU6pvI6LSuZpRgKQwxTec0/3Scu91O8ir7qCR3AuepQKLU/kX99FouqQ==}
     engines: {node: '>= 10'}
     cpu: [x64]
     os: [linux]
+    libc: [musl]
 
   '@tailwindcss/oxide-wasm32-wasi@4.1.18':
     resolution: {integrity: sha512-LffYTvPjODiP6PT16oNeUQJzNVyJl1cjIebq/rWWBF+3eDst5JGEFSc5cWxyRCJ0Mxl+KyIkqRxk1XPEs9x8TA==}
@@ -2401,41 +2442,49 @@ packages:
     resolution: {integrity: sha512-34gw7PjDGB9JgePJEmhEqBhWvCiiWCuXsL9hYphDF7crW7UgI05gyBAi6MF58uGcMOiOqSJ2ybEeCvHcq0BCmQ==}
     cpu: [arm64]
     os: [linux]
+    libc: [glibc]
 
   '@unrs/resolver-binding-linux-arm64-musl@1.11.1':
     resolution: {integrity: sha512-RyMIx6Uf53hhOtJDIamSbTskA99sPHS96wxVE/bJtePJJtpdKGXO1wY90oRdXuYOGOTuqjT8ACccMc4K6QmT3w==}
     cpu: [arm64]
     os: [linux]
+    libc: [musl]
 
   '@unrs/resolver-binding-linux-ppc64-gnu@1.11.1':
     resolution: {integrity: sha512-D8Vae74A4/a+mZH0FbOkFJL9DSK2R6TFPC9M+jCWYia/q2einCubX10pecpDiTmkJVUH+y8K3BZClycD8nCShA==}
     cpu: [ppc64]
     os: [linux]
+    libc: [glibc]
 
   '@unrs/resolver-binding-linux-riscv64-gnu@1.11.1':
     resolution: {integrity: sha512-frxL4OrzOWVVsOc96+V3aqTIQl1O2TjgExV4EKgRY09AJ9leZpEg8Ak9phadbuX0BA4k8U5qtvMSQQGGmaJqcQ==}
     cpu: [riscv64]
     os: [linux]
+    libc: [glibc]
 
   '@unrs/resolver-binding-linux-riscv64-musl@1.11.1':
     resolution: {integrity: sha512-mJ5vuDaIZ+l/acv01sHoXfpnyrNKOk/3aDoEdLO/Xtn9HuZlDD6jKxHlkN8ZhWyLJsRBxfv9GYM2utQ1SChKew==}
     cpu: [riscv64]
     os: [linux]
+    libc: [musl]
 
   '@unrs/resolver-binding-linux-s390x-gnu@1.11.1':
     resolution: {integrity: sha512-kELo8ebBVtb9sA7rMe1Cph4QHreByhaZ2QEADd9NzIQsYNQpt9UkM9iqr2lhGr5afh885d/cB5QeTXSbZHTYPg==}
     cpu: [s390x]
     os: [linux]
+    libc: [glibc]
 
   '@unrs/resolver-binding-linux-x64-gnu@1.11.1':
     resolution: {integrity: sha512-C3ZAHugKgovV5YvAMsxhq0gtXuwESUKc5MhEtjBpLoHPLYM+iuwSj3lflFwK3DPm68660rZ7G8BMcwSro7hD5w==}
     cpu: [x64]
     os: [linux]
+    libc: [glibc]
 
   '@unrs/resolver-binding-linux-x64-musl@1.11.1':
     resolution: {integrity: sha512-rV0YSoyhK2nZ4vEswT/QwqzqQXw5I6CjoaYMOX0TqBlWhojUf8P94mvI7nuJTeaCkkds3QE4+zS8Ko+GdXuZtA==}
     cpu: [x64]
     os: [linux]
+    libc: [musl]
 
   '@unrs/resolver-binding-wasm32-wasi@1.11.1':
     resolution: {integrity: sha512-5u4RkfxJm+Ng7IWgkzi3qrFOvLvQYnPBmjmZQ8+szTK/b31fQCnleNl1GgEt7nIsZRIf5PLhPwT0WM+q45x/UQ==}
@@ -4023,24 +4072,28 @@ packages:
     engines: {node: '>= 12.0.0'}
     cpu: [arm64]
     os: [linux]
+    libc: [glibc]
 
   lightningcss-linux-arm64-musl@1.30.2:
     resolution: {integrity: sha512-5Vh9dGeblpTxWHpOx8iauV02popZDsCYMPIgiuw97OJ5uaDsL86cnqSFs5LZkG3ghHoX5isLgWzMs+eD1YzrnA==}
     engines: {node: '>= 12.0.0'}
     cpu: [arm64]
     os: [linux]
+    libc: [musl]
 
   lightningcss-linux-x64-gnu@1.30.2:
     resolution: {integrity: sha512-Cfd46gdmj1vQ+lR6VRTTadNHu6ALuw2pKR9lYq4FnhvgBc4zWY1EtZcAc6EffShbb1MFrIPfLDXD6Xprbnni4w==}
     engines: {node: '>= 12.0.0'}
     cpu: [x64]
     os: [linux]
+    libc: [glibc]
 
   lightningcss-linux-x64-musl@1.30.2:
     resolution: {integrity: sha512-XJaLUUFXb6/QG2lGIW6aIk6jKdtjtcffUT0NKvIqhSBY3hh9Ch+1LCeH80dR9q9LBjG3ewbDjnumefsLsP6aiA==}
     engines: {node: '>= 12.0.0'}
     cpu: [x64]
     os: [linux]
+    libc: [musl]
 
   lightningcss-win32-arm64-msvc@1.30.2:
     resolution: {integrity: sha512-FZn+vaj7zLv//D/192WFFVA0RgHawIcHqLX9xuWiQt7P0PtdFEVaxgF9rjM/IRYHQXNnk61/H/gb2Ei+kUQ4xQ==}
@@ -8249,39 +8302,6 @@ snapshots:
 
   best-effort-json-parser@1.2.1: {}
 
-<<<<<<< HEAD
-  better-auth@1.4.18(next@16.1.7(@opentelemetry/api@1.9.0)(@playwright/test@1.59.1)(react-dom@19.2.4(react@19.2.4))(react@19.2.4))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(vitest@4.1.4(@opentelemetry/api@1.9.0)(@types/node@20.19.33)(vite@7.3.1(@types/node@20.19.33)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.3)))(vue@3.5.28(typescript@5.9.3)):
-    dependencies:
-      '@better-auth/core': 1.4.18(@better-auth/utils@0.3.0)(@better-fetch/fetch@1.1.21)(better-call@1.1.8(zod@3.25.76))(jose@6.1.3)(kysely@0.28.11)(nanostores@1.1.0)
-      '@better-auth/telemetry': 1.4.18(@better-auth/core@1.4.18(@better-auth/utils@0.3.0)(@better-fetch/fetch@1.1.21)(better-call@1.1.8(zod@3.25.76))(jose@6.1.3)(kysely@0.28.11)(nanostores@1.1.0))
-      '@better-auth/utils': 0.3.0
-      '@better-fetch/fetch': 1.1.21
-      '@noble/ciphers': 2.1.1
-      '@noble/hashes': 2.0.1
-      better-call: 1.1.8(zod@4.3.6)
-      defu: 6.1.4
-      jose: 6.1.3
-      kysely: 0.28.11
-      nanostores: 1.1.0
-      zod: 4.3.6
-    optionalDependencies:
-      next: 16.1.7(@opentelemetry/api@1.9.0)(@playwright/test@1.59.1)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
-      react: 19.2.4
-      react-dom: 19.2.4(react@19.2.4)
-      vitest: 4.1.4(@opentelemetry/api@1.9.0)(@types/node@20.19.33)(vite@7.3.1(@types/node@20.19.33)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.3))
-      vue: 3.5.28(typescript@5.9.3)
-
-  better-call@1.1.8(zod@4.3.6):
-    dependencies:
-      '@better-auth/utils': 0.3.0
-      '@better-fetch/fetch': 1.1.21
-      rou3: 0.7.12
-      set-cookie-parser: 2.7.2
-    optionalDependencies:
-      zod: 4.3.6
-
-=======
->>>>>>> e75a2ff2 (feat(auth): release-validation pass for 2.0-rc — 12 blockers + simplify follow-ups (#2008))
   better-react-mathjax@2.3.0(react@19.2.4):
     dependencies:
       mathjax-full: 3.2.2