diff --git a/.bumpversion.cfg b/.bumpversion.cfg
index e6051cb595f..474ab191d46 100644
--- a/.bumpversion.cfg
+++ b/.bumpversion.cfg
@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.8.2-beta.27
+current_version = 0.8.2-beta.28
 tag = False
 tag_name = {new_version}
 commit = True
diff --git a/.github/workflows/pr-tests-enclave.yml b/.github/workflows/pr-tests-enclave.yml
index 321bbea0726..7c6ee71cb6d 100644
--- a/.github/workflows/pr-tests-enclave.yml
+++ b/.github/workflows/pr-tests-enclave.yml
@@ -70,7 +70,6 @@ jobs:
         if: steps.changes.outputs.syft == 'true'
         run: |
           pip install --upgrade tox packaging wheel --default-timeout=60
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
 
       # Temporarily disabled oblv tests
       # - name: Run Enclave tests
diff --git a/.github/workflows/pr-tests-stack-public.yml b/.github/workflows/pr-tests-stack-public.yml
index 5d8d4b71811..6658e470b45 100644
--- a/.github/workflows/pr-tests-stack-public.yml
+++ b/.github/workflows/pr-tests-stack-public.yml
@@ -106,11 +106,6 @@ jobs:
         with:
           args: install visualstudio2019-workload-vctools -y
 
-      - name: Install jaxlib
-        if: steps.changes.outputs.stack == 'true' && matrix.os == 'windows'
-        run: |
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
-
       - name: Install Docker Compose
         if: steps.changes.outputs.stack == 'true' && runner.os == 'Linux'
         shell: bash
diff --git a/.github/workflows/pr-tests-stack.yml b/.github/workflows/pr-tests-stack.yml
index 9e9b4a913d7..2dcc1ec2f0e 100644
--- a/.github/workflows/pr-tests-stack.yml
+++ b/.github/workflows/pr-tests-stack.yml
@@ -118,11 +118,6 @@ jobs:
         with:
           args: install visualstudio2019-workload-vctools -y
 
-      - name: Install jaxlib
-        if: steps.changes.outputs.stack == 'true' && matrix.os == 'windows'
-        run: |
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
-
       - name: Install Docker Compose
         if: steps.changes.outputs.stack == 'true' && runner.os == 'Linux'
         shell: bash
@@ -334,11 +329,6 @@ jobs:
         with:
           args: install visualstudio2019-workload-vctools -y
 
-      - name: Install jaxlib
-        if: steps.changes.outputs.stack == 'true' && matrix.os == 'windows'
-        run: |
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
-
       - name: Install Docker Compose
         if: steps.changes.outputs.stack == 'true' && runner.os == 'Linux'
         shell: bash
diff --git a/.github/workflows/pr-tests-syft.yml b/.github/workflows/pr-tests-syft.yml
index 1e4287ae400..520344fe39f 100644
--- a/.github/workflows/pr-tests-syft.yml
+++ b/.github/workflows/pr-tests-syft.yml
@@ -87,7 +87,6 @@ jobs:
         if: steps.changes.outputs.syft == 'true'
         run: |
           pip install --upgrade tox packaging wheel --default-timeout=60
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
 
       - name: Fix Colima issue on MacOS Runners
         if: steps.changes.outputs.syft == 'true' && matrix.os == 'macos-13'
@@ -179,7 +178,6 @@ jobs:
         if: steps.changes.outputs.syft == 'true'  || steps.changes.outputs.notebooks == 'true'
         run: |
           pip install --upgrade tox packaging wheel --default-timeout=60
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
 
       - name: Run notebook tests
         uses: nick-fields/retry@v2
@@ -249,7 +247,6 @@ jobs:
         if: steps.changes.outputs.stack == 'true' || steps.changes.outputs.notebooks == 'true'
         run: |
           pip install --upgrade tox packaging wheel --default-timeout=60
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
 
       - name: Docker Compose on Linux
         if: (steps.changes.outputs.stack == 'true' || steps.changes.outputs.notebooks == 'true') && matrix.os == 'ubuntu-latest'
@@ -356,7 +353,6 @@ jobs:
         if: steps.changes.outputs.syft == 'true'
         run: |
           pip install --upgrade tox packaging wheel --default-timeout=60
-          python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
 
       - name: Scan for security issues
         if: steps.changes.outputs.syft == 'true'
diff --git a/README.md b/README.md
index cce9d3cb22a..a8dd419645f 100644
--- a/README.md
+++ b/README.md
@@ -10,12 +10,12 @@ Perform data science on `data` that remains in `someone else's` server
 
 # Quickstart
 
-✅ `Linux` ✅ `macOS` ✅ `Windows`\* ✅ `Docker` ✅ `Kubernetes`
+✅ `Linux` ✅ `macOS` ✅ `Windows` ✅ `Docker` ✅ `Podman` ✅ `Kubernetes`
 
 ## Install Client
 
 ```bash
-$ pip install -U syft -f https://whls.blob.core.windows.net/unstable/index.html
+$ pip install -U syft
 ```
 
 ## Launch Server
@@ -93,9 +93,8 @@ $ helm install ... --set ingress.ingressClass="gce"
 
 - HAGrid 0.3 Requires: 🐍 `python` 🐙 `git` - Run: `pip install -U hagrid`
 - Interactive Install 🧙🏽‍♂️ Wizard<sup>BETA</sup> Requires 🛵 `hagrid`: - Run: `hagrid quickstart`
-- PySyft 0.8.1 Requires: 🐍 `python 3.9 - 3.11` - Run: `pip install -U syft`  
-  \*`Windows` users must run this first: `pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html`
-- PyGrid Requires: 🐳 `docker`, ☸️ `kubernetes` or 🐧 `ubuntu` VM - Run: `hagrid launch ...`
+- PySyft 0.8.1 Requires: 🐍 `python 3.9 - 3.11` - Run: `pip install -U syft`
+- PyGrid Requires: 🐳 `docker`, 🦦 `podman` or ☸️ `kubernetes` - Run: `hagrid launch ...`
 
 # Versions
 
diff --git a/VERSION b/VERSION
index 6d7567fd24a..7f3f0571209 100644
--- a/VERSION
+++ b/VERSION
@@ -1,5 +1,5 @@
 # Mono Repo Global Version
-__version__ = "0.8.2-beta.27"
+__version__ = "0.8.2-beta.28"
 # elsewhere we can call this file: `python VERSION` and simply take the stdout
 
 # stdlib
diff --git a/notebooks/api/0.8/00-load-data.ipynb b/notebooks/api/0.8/00-load-data.ipynb
index ec1586da9bb..74f0eb9d10f 100644
--- a/notebooks/api/0.8/00-load-data.ipynb
+++ b/notebooks/api/0.8/00-load-data.ipynb
@@ -32,7 +32,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/api/0.8/01-submit-code.ipynb b/notebooks/api/0.8/01-submit-code.ipynb
index 3850320f18e..30f4aa54864 100644
--- a/notebooks/api/0.8/01-submit-code.ipynb
+++ b/notebooks/api/0.8/01-submit-code.ipynb
@@ -24,7 +24,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
@@ -295,11 +295,15 @@
     "@sy.syft_function_single_use(trade_data=asset)\n",
     "def sum_trade_value_mil(trade_data):\n",
     "    import pandas as pd\n",
-    "    from opendp.mod import enable_features\n",
-    "    enable_features('contrib')\n",
-    "    from opendp.measurements import make_base_laplace\n",
+    "    import opendp.prelude as dp\n",
+    "    dp.enable_features(\"contrib\")\n",
+    "    from opendp.measurements import make_laplace\n",
     "    aggregate = 0.\n",
-    "    base_lap = make_base_laplace(scale=5.)\n",
+    "    base_lap = dp.m.make_base_laplace(\n",
+    "        dp.atom_domain(T=float),\n",
+    "        dp.absolute_distance(T=float),\n",
+    "        scale=5.\n",
+    "    )\n",
     "    noise = base_lap(aggregate)\n",
     "\n",
     "    df = trade_data\n",
diff --git a/notebooks/api/0.8/02-review-code-and-approve.ipynb b/notebooks/api/0.8/02-review-code-and-approve.ipynb
index d00d15ad166..9becd45b484 100644
--- a/notebooks/api/0.8/02-review-code-and-approve.ipynb
+++ b/notebooks/api/0.8/02-review-code-and-approve.ipynb
@@ -24,7 +24,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/api/0.8/03-data-scientist-download-result.ipynb b/notebooks/api/0.8/03-data-scientist-download-result.ipynb
index 576badbafd8..1f05196dcc9 100644
--- a/notebooks/api/0.8/03-data-scientist-download-result.ipynb
+++ b/notebooks/api/0.8/03-data-scientist-download-result.ipynb
@@ -24,7 +24,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/api/0.8/04-jax-example.ipynb b/notebooks/api/0.8/04-jax-example.ipynb
index e12bfd16897..54ff7a41eaf 100644
--- a/notebooks/api/0.8/04-jax-example.ipynb
+++ b/notebooks/api/0.8/04-jax-example.ipynb
@@ -11,7 +11,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/api/0.8/05-custom-policy.ipynb b/notebooks/api/0.8/05-custom-policy.ipynb
index e837464fa34..b223311365b 100644
--- a/notebooks/api/0.8/05-custom-policy.ipynb
+++ b/notebooks/api/0.8/05-custom-policy.ipynb
@@ -11,7 +11,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/api/0.8/06-multiple-code-requests.ipynb b/notebooks/api/0.8/06-multiple-code-requests.ipynb
index 89a9bb4a80b..c6a83ba21a5 100644
--- a/notebooks/api/0.8/06-multiple-code-requests.ipynb
+++ b/notebooks/api/0.8/06-multiple-code-requests.ipynb
@@ -11,7 +11,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
@@ -170,16 +170,17 @@
     "@sy.syft_function(input_policy=sy.ExactMatch(data=dataset_ptr.assets[0]),\n",
     "                  output_policy=sy.SingleExecutionExactOutput())\n",
     "def calculate_sum(data):\n",
-    "\n",
-    "    \n",
-    "    from opendp.mod import enable_features\n",
-    "    enable_features('contrib')\n",
-    "    from opendp.measurements import make_base_laplace\n",
-    "    \n",
+    "    import opendp.prelude as dp\n",
+    "    dp.enable_features(\"contrib\")\n",
+    "    from opendp.measurements import make_laplace\n",
     "    \n",
     "    #compute sum\n",
     "    res = data.sum()\n",
-    "    base_lap = make_base_laplace(scale=10.)\n",
+    "    base_lap = dp.m.make_base_laplace(\n",
+    "        dp.atom_domain(T=float),\n",
+    "        dp.absolute_distance(T=float),\n",
+    "        scale=10.\n",
+    "    )\n",
     "    noise_result = base_lap(res)\n",
     "    return noise_result"
    ]
@@ -265,14 +266,17 @@
     "@sy.syft_function(input_policy=sy.ExactMatch(data=dataset_ptr.assets[0]),\n",
     "                  output_policy=sy.SingleExecutionExactOutput())\n",
     "def calculate_mean(data):\n",
-    "    from opendp.mod import enable_features\n",
-    "    enable_features('contrib')\n",
-    "    from opendp.measurements import make_base_laplace\n",
-    "    \n",
+    "    import opendp.prelude as dp\n",
+    "    dp.enable_features(\"contrib\")\n",
+    "    from opendp.measurements import make_laplace\n",
     "    \n",
     "    #compute mean\n",
     "    mean = data.mean()\n",
-    "    base_lap = make_base_laplace(scale=10.)\n",
+    "    base_lap = dp.m.make_base_laplace(\n",
+    "        dp.atom_domain(T=float),\n",
+    "        dp.absolute_distance(T=float),\n",
+    "        scale=10.\n",
+    "    )\n",
     "    noise_result = base_lap(mean)\n",
     "    return noise_result"
    ]
@@ -311,7 +315,7 @@
    },
    "outputs": [],
    "source": [
-    "assert len(project.events) ==2\n",
+    "assert len(project.events) == 2\n",
     "assert isinstance(project.events[1], sy.service.project.project.ProjectRequest)"
    ]
   },
@@ -335,7 +339,7 @@
    "outputs": [],
    "source": [
     "root_client_project.requests\n",
-    "assert len(root_client_project.requests) ==2"
+    "assert len(root_client_project.requests) == 2"
    ]
   },
   {
diff --git a/notebooks/api/0.8/07-domain-register-control-flow.ipynb b/notebooks/api/0.8/07-domain-register-control-flow.ipynb
index a61d1181a3c..ff319fa8ea3 100644
--- a/notebooks/api/0.8/07-domain-register-control-flow.ipynb
+++ b/notebooks/api/0.8/07-domain-register-control-flow.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/api/0.8/08-code-version.ipynb b/notebooks/api/0.8/08-code-version.ipynb
index 4fff29aaf0e..a71500ef06c 100644
--- a/notebooks/api/0.8/08-code-version.ipynb
+++ b/notebooks/api/0.8/08-code-version.ipynb
@@ -22,7 +22,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "%pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "%pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/api/0.8/09-blob-storage.ipynb b/notebooks/api/0.8/09-blob-storage.ipynb
index 2a3cfbc78be..6f67340b608 100644
--- a/notebooks/api/0.8/09-blob-storage.ipynb
+++ b/notebooks/api/0.8/09-blob-storage.ipynb
@@ -8,7 +8,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/data-owner/01-uploading-private-data.ipynb b/notebooks/tutorials/data-owner/01-uploading-private-data.ipynb
index be631ef48f3..f63a3c81d31 100644
--- a/notebooks/tutorials/data-owner/01-uploading-private-data.ipynb
+++ b/notebooks/tutorials/data-owner/01-uploading-private-data.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/data-owner/02-account-management.ipynb b/notebooks/tutorials/data-owner/02-account-management.ipynb
index 0e5708baea5..7b697d1bacb 100644
--- a/notebooks/tutorials/data-owner/02-account-management.ipynb
+++ b/notebooks/tutorials/data-owner/02-account-management.ipynb
@@ -25,7 +25,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/data-owner/03-messages-and-requests.ipynb b/notebooks/tutorials/data-owner/03-messages-and-requests.ipynb
index 24839611c0d..9a2f97475b7 100644
--- a/notebooks/tutorials/data-owner/03-messages-and-requests.ipynb
+++ b/notebooks/tutorials/data-owner/03-messages-and-requests.ipynb
@@ -25,7 +25,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/data-owner/05-syft-services-api.ipynb b/notebooks/tutorials/data-owner/05-syft-services-api.ipynb
index cd6bd9970e0..522171fc455 100644
--- a/notebooks/tutorials/data-owner/05-syft-services-api.ipynb
+++ b/notebooks/tutorials/data-owner/05-syft-services-api.ipynb
@@ -25,7 +25,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/data-scientist/01-installing-syft-client.ipynb b/notebooks/tutorials/data-scientist/01-installing-syft-client.ipynb
index 626772a034d..04684668f9c 100644
--- a/notebooks/tutorials/data-scientist/01-installing-syft-client.ipynb
+++ b/notebooks/tutorials/data-scientist/01-installing-syft-client.ipynb
@@ -75,14 +75,12 @@
    ]
   },
   {
+   "attachments": {},
    "cell_type": "markdown",
    "id": "77e1b18d",
    "metadata": {},
    "source": [
-    "`Linux`, `macOS` and `Windows` are supported.\n",
-    "\n",
-    "* `macOS` Apple Silicon users might need cmake: `brew install cmake` \n",
-    "* `Windows` users must run this first: `pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html`"
+    "`Linux`, `macOS` and `Windows` are supported."
    ]
   },
   {
diff --git a/notebooks/tutorials/data-scientist/03-working-with-private-datasets.ipynb b/notebooks/tutorials/data-scientist/03-working-with-private-datasets.ipynb
index 341d628b167..8f046a79aaa 100644
--- a/notebooks/tutorials/data-scientist/03-working-with-private-datasets.ipynb
+++ b/notebooks/tutorials/data-scientist/03-working-with-private-datasets.ipynb
@@ -25,7 +25,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/data-scientist/05-syft-functions.ipynb b/notebooks/tutorials/data-scientist/05-syft-functions.ipynb
index 59605ec2e90..b88c685616a 100644
--- a/notebooks/tutorials/data-scientist/05-syft-functions.ipynb
+++ b/notebooks/tutorials/data-scientist/05-syft-functions.ipynb
@@ -25,7 +25,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
@@ -198,7 +198,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/data-scientist/06-messaging-and-requests.ipynb b/notebooks/tutorials/data-scientist/06-messaging-and-requests.ipynb
index ad79bcf5681..b65fe75d404 100644
--- a/notebooks/tutorials/data-scientist/06-messaging-and-requests.ipynb
+++ b/notebooks/tutorials/data-scientist/06-messaging-and-requests.ipynb
@@ -25,7 +25,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/hello-syft/01-hello-syft.ipynb b/notebooks/tutorials/hello-syft/01-hello-syft.ipynb
index 430c7d2de6c..01f89edc93f 100644
--- a/notebooks/tutorials/hello-syft/01-hello-syft.ipynb
+++ b/notebooks/tutorials/hello-syft/01-hello-syft.ipynb
@@ -58,7 +58,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/model-auditing/colab/01-user-log.ipynb b/notebooks/tutorials/model-auditing/colab/01-user-log.ipynb
index 01fc291670c..4620c220e86 100644
--- a/notebooks/tutorials/model-auditing/colab/01-user-log.ipynb
+++ b/notebooks/tutorials/model-auditing/colab/01-user-log.ipynb
@@ -46,7 +46,7 @@
     "# install syft\n",
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "%pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "%pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/01-reading-from-a-csv.ipynb b/notebooks/tutorials/pandas-cookbook/01-reading-from-a-csv.ipynb
index 7f0c1695184..ce844ee7f47 100644
--- a/notebooks/tutorials/pandas-cookbook/01-reading-from-a-csv.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/01-reading-from-a-csv.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/02-selecting-data-finding-common-complain.ipynb b/notebooks/tutorials/pandas-cookbook/02-selecting-data-finding-common-complain.ipynb
index 51b948a6de2..2b75c070ea3 100644
--- a/notebooks/tutorials/pandas-cookbook/02-selecting-data-finding-common-complain.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/02-selecting-data-finding-common-complain.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/03-which-borough-has-the-most-noise-complaints.ipynb b/notebooks/tutorials/pandas-cookbook/03-which-borough-has-the-most-noise-complaints.ipynb
index bb80d83dcbf..2f3e20955be 100644
--- a/notebooks/tutorials/pandas-cookbook/03-which-borough-has-the-most-noise-complaints.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/03-which-borough-has-the-most-noise-complaints.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/04-weekday-bike-most-groupby-aggregate.ipynb b/notebooks/tutorials/pandas-cookbook/04-weekday-bike-most-groupby-aggregate.ipynb
index 2e3683cd564..ed59b274c64 100644
--- a/notebooks/tutorials/pandas-cookbook/04-weekday-bike-most-groupby-aggregate.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/04-weekday-bike-most-groupby-aggregate.ipynb
@@ -19,7 +19,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/05-combining-dataframes-scraping-weather-data.ipynb b/notebooks/tutorials/pandas-cookbook/05-combining-dataframes-scraping-weather-data.ipynb
index 54c8b8a2240..1fc3212aaa2 100644
--- a/notebooks/tutorials/pandas-cookbook/05-combining-dataframes-scraping-weather-data.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/05-combining-dataframes-scraping-weather-data.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/06-string-operations-which-month-was-the-snowiest.ipynb b/notebooks/tutorials/pandas-cookbook/06-string-operations-which-month-was-the-snowiest.ipynb
index 3794877ab03..0a639bcb2b2 100644
--- a/notebooks/tutorials/pandas-cookbook/06-string-operations-which-month-was-the-snowiest.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/06-string-operations-which-month-was-the-snowiest.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/07-cleaning-up-messy-data.ipynb b/notebooks/tutorials/pandas-cookbook/07-cleaning-up-messy-data.ipynb
index 0a4b03f0378..92490b2ba40 100644
--- a/notebooks/tutorials/pandas-cookbook/07-cleaning-up-messy-data.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/07-cleaning-up-messy-data.ipynb
@@ -27,7 +27,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/notebooks/tutorials/pandas-cookbook/08-how-to-deal-with-timestamps.ipynb b/notebooks/tutorials/pandas-cookbook/08-how-to-deal-with-timestamps.ipynb
index f6afc36cb88..60387e53d39 100644
--- a/notebooks/tutorials/pandas-cookbook/08-how-to-deal-with-timestamps.ipynb
+++ b/notebooks/tutorials/pandas-cookbook/08-how-to-deal-with-timestamps.ipynb
@@ -29,7 +29,7 @@
    "source": [
     "SYFT_VERSION = \">=0.8.2.b0,<0.9\"\n",
     "package_string = f'\"syft{SYFT_VERSION}\"'\n",
-    "# %pip install {package_string} -f https://whls.blob.core.windows.net/unstable/index.html -q"
+    "# %pip install {package_string} -q"
    ]
   },
   {
diff --git a/packages/grid/VERSION b/packages/grid/VERSION
index 6d7567fd24a..7f3f0571209 100644
--- a/packages/grid/VERSION
+++ b/packages/grid/VERSION
@@ -1,5 +1,5 @@
 # Mono Repo Global Version
-__version__ = "0.8.2-beta.27"
+__version__ = "0.8.2-beta.28"
 # elsewhere we can call this file: `python VERSION` and simply take the stdout
 
 # stdlib
diff --git a/packages/grid/devspace.yaml b/packages/grid/devspace.yaml
index 10f8f5a992d..316ba1e08c2 100644
--- a/packages/grid/devspace.yaml
+++ b/packages/grid/devspace.yaml
@@ -15,13 +15,13 @@ pipelines:
     run: |-
       run_dependencies --all
       ensure_pull_secrets --all
-      build_images --all -t $(git rev-parse --short=6 HEAD) -t 0.8.2-beta.27 -t dev-latest
+      build_images --all -t $(git rev-parse --short=6 HEAD) -t 0.8.2-beta.28 -t dev-latest
       create_deployments --all
 
 vars:
   DEVSPACE_ENV_FILE: "default.env"
   CONTAINER_REGISTRY: "docker.io/"
-  VERSION: "0.8.2-beta.27"
+  VERSION: "0.8.2-beta.28"
 
 # This is a list of `images` that DevSpace can build for this project
 # We recommend to skip image building during development (devspace dev) as much as possible
diff --git a/packages/grid/docker-compose.yml b/packages/grid/docker-compose.yml
index 2309749dfe8..ad88ad7474d 100644
--- a/packages/grid/docker-compose.yml
+++ b/packages/grid/docker-compose.yml
@@ -129,6 +129,8 @@ services:
     network_mode: service:proxy
     volumes:
       - ${BACKEND_STORAGE_PATH}:/storage
+    stdin_open: true
+    tty: true
 
   # backend_stream:
   #   restart: always
diff --git a/packages/grid/frontend/package.json b/packages/grid/frontend/package.json
index edd811bd419..05598895966 100644
--- a/packages/grid/frontend/package.json
+++ b/packages/grid/frontend/package.json
@@ -1,6 +1,6 @@
 {
   "name": "pygrid-ui",
-  "version": "0.8.2-beta.27",
+  "version": "0.8.2-beta.28",
   "private": true,
   "scripts": {
     "dev": "pnpm i && vite dev --host --port 80",
diff --git a/packages/grid/helm/repo/index.yaml b/packages/grid/helm/repo/index.yaml
index f5e59383d29..693eed425c3 100644
--- a/packages/grid/helm/repo/index.yaml
+++ b/packages/grid/helm/repo/index.yaml
@@ -1,9 +1,25 @@
 apiVersion: v1
 entries:
   syft:
+  - apiVersion: v2
+    appVersion: 0.8.2-beta.28
+    created: "2023-09-03T12:23:17.826816314Z"
+    dependencies:
+    - name: component-chart
+      repository: https://charts.devspace.sh
+      version: 0.8.6
+    description: Perform numpy-like analysis on data that remains in someone elses
+      server
+    digest: 50a697c502634565c0f5bbe219173e5d3ac7dbe02adccfd62a32732be7824528
+    icon: https://raw.githubusercontent.com/OpenMined/PySyft/dev/docs/img/title_syft_light.png
+    name: syft
+    type: application
+    urls:
+    - https://openmined.github.io/PySyft/helm/syft-0.8.2-beta.28.tgz
+    version: 0.8.2-beta.28
   - apiVersion: v2
     appVersion: 0.8.2-beta.27
-    created: "2023-08-31T07:12:34.862061012Z"
+    created: "2023-09-03T12:23:17.826302845Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -19,7 +35,7 @@ entries:
     version: 0.8.2-beta.27
   - apiVersion: v2
     appVersion: 0.8.2-beta.26
-    created: "2023-08-31T07:12:34.861575787Z"
+    created: "2023-09-03T12:23:17.825676526Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -35,7 +51,7 @@ entries:
     version: 0.8.2-beta.26
   - apiVersion: v2
     appVersion: 0.8.2-beta.25
-    created: "2023-08-31T07:12:34.861095721Z"
+    created: "2023-09-03T12:23:17.824574854Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -51,7 +67,7 @@ entries:
     version: 0.8.2-beta.25
   - apiVersion: v2
     appVersion: 0.8.2-beta.24
-    created: "2023-08-31T07:12:34.86059213Z"
+    created: "2023-09-03T12:23:17.824065754Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -67,7 +83,7 @@ entries:
     version: 0.8.2-beta.24
   - apiVersion: v2
     appVersion: 0.8.2-beta.23
-    created: "2023-08-31T07:12:34.860110001Z"
+    created: "2023-09-03T12:23:17.823578334Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -83,7 +99,7 @@ entries:
     version: 0.8.2-beta.23
   - apiVersion: v2
     appVersion: 0.8.2-beta.22
-    created: "2023-08-31T07:12:34.859620788Z"
+    created: "2023-09-03T12:23:17.823030542Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -99,7 +115,7 @@ entries:
     version: 0.8.2-beta.22
   - apiVersion: v2
     appVersion: 0.8.2-beta.21
-    created: "2023-08-31T07:12:34.859134099Z"
+    created: "2023-09-03T12:23:17.822536359Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -115,7 +131,7 @@ entries:
     version: 0.8.2-beta.21
   - apiVersion: v2
     appVersion: 0.8.2-beta.20
-    created: "2023-08-31T07:12:34.858640658Z"
+    created: "2023-09-03T12:23:17.822051103Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -131,7 +147,7 @@ entries:
     version: 0.8.2-beta.20
   - apiVersion: v2
     appVersion: 0.8.2-beta.19
-    created: "2023-08-31T07:12:34.857651111Z"
+    created: "2023-09-03T12:23:17.821044815Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -147,7 +163,7 @@ entries:
     version: 0.8.2-beta.19
   - apiVersion: v2
     appVersion: 0.8.2-beta.18
-    created: "2023-08-31T07:12:34.857062963Z"
+    created: "2023-09-03T12:23:17.82052784Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -163,7 +179,7 @@ entries:
     version: 0.8.2-beta.18
   - apiVersion: v2
     appVersion: 0.8.2-beta.17
-    created: "2023-08-31T07:12:34.856033093Z"
+    created: "2023-09-03T12:23:17.820034419Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -179,7 +195,7 @@ entries:
     version: 0.8.2-beta.17
   - apiVersion: v2
     appVersion: 0.8.2-beta.16
-    created: "2023-08-31T07:12:34.855436259Z"
+    created: "2023-09-03T12:23:17.819535759Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -195,7 +211,7 @@ entries:
     version: 0.8.2-beta.16
   - apiVersion: v2
     appVersion: 0.8.2-beta.15
-    created: "2023-08-31T07:12:34.854858521Z"
+    created: "2023-09-03T12:23:17.819006741Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -211,7 +227,7 @@ entries:
     version: 0.8.2-beta.15
   - apiVersion: v2
     appVersion: 0.8.2-beta.14
-    created: "2023-08-31T07:12:34.854365771Z"
+    created: "2023-09-03T12:23:17.817810804Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -227,7 +243,7 @@ entries:
     version: 0.8.2-beta.14
   - apiVersion: v2
     appVersion: 0.8.2-beta.13
-    created: "2023-08-31T07:12:34.85387788Z"
+    created: "2023-09-03T12:23:17.817290573Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -243,7 +259,7 @@ entries:
     version: 0.8.2-beta.13
   - apiVersion: v2
     appVersion: 0.8.2-beta.12
-    created: "2023-08-31T07:12:34.853369431Z"
+    created: "2023-09-03T12:23:17.816784779Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -259,7 +275,7 @@ entries:
     version: 0.8.2-beta.12
   - apiVersion: v2
     appVersion: 0.8.2-beta.11
-    created: "2023-08-31T07:12:34.852852647Z"
+    created: "2023-09-03T12:23:17.816264829Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -275,7 +291,7 @@ entries:
     version: 0.8.2-beta.11
   - apiVersion: v2
     appVersion: 0.8.2-beta.10
-    created: "2023-08-31T07:12:34.852290848Z"
+    created: "2023-09-03T12:23:17.815782589Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -291,7 +307,7 @@ entries:
     version: 0.8.2-beta.10
   - apiVersion: v2
     appVersion: 0.8.2-beta.9
-    created: "2023-08-31T07:12:34.866122593Z"
+    created: "2023-09-03T12:23:17.830241697Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -307,7 +323,7 @@ entries:
     version: 0.8.2-beta.9
   - apiVersion: v2
     appVersion: 0.8.2-beta.8
-    created: "2023-08-31T07:12:34.865639572Z"
+    created: "2023-09-03T12:23:17.829757033Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -323,7 +339,7 @@ entries:
     version: 0.8.2-beta.8
   - apiVersion: v2
     appVersion: 0.8.2-beta.7
-    created: "2023-08-31T07:12:34.865154998Z"
+    created: "2023-09-03T12:23:17.829269984Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -339,7 +355,7 @@ entries:
     version: 0.8.2-beta.7
   - apiVersion: v2
     appVersion: 0.8.2-beta.6
-    created: "2023-08-31T07:12:34.864632712Z"
+    created: "2023-09-03T12:23:17.828780129Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -355,7 +371,7 @@ entries:
     version: 0.8.2-beta.6
   - apiVersion: v2
     appVersion: 0.8.2-beta.5
-    created: "2023-08-31T07:12:34.86414901Z"
+    created: "2023-09-03T12:23:17.828275287Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -371,7 +387,7 @@ entries:
     version: 0.8.2-beta.5
   - apiVersion: v2
     appVersion: 0.8.2-beta.4
-    created: "2023-08-31T07:12:34.863648596Z"
+    created: "2023-09-03T12:23:17.827795101Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -387,7 +403,7 @@ entries:
     version: 0.8.2-beta.4
   - apiVersion: v2
     appVersion: 0.8.2-beta.3
-    created: "2023-08-31T07:12:34.863068824Z"
+    created: "2023-09-03T12:23:17.827308643Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -403,7 +419,7 @@ entries:
     version: 0.8.2-beta.3
   - apiVersion: v2
     appVersion: 0.8.2-beta.2
-    created: "2023-08-31T07:12:34.858153108Z"
+    created: "2023-09-03T12:23:17.821559626Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -419,7 +435,7 @@ entries:
     version: 0.8.2-beta.2
   - apiVersion: v2
     appVersion: 0.8.2-beta.1
-    created: "2023-08-31T07:12:34.851802747Z"
+    created: "2023-09-03T12:23:17.815288356Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -435,7 +451,7 @@ entries:
     version: 0.8.2-beta.1
   - apiVersion: v2
     appVersion: 0.8.1
-    created: "2023-08-31T07:12:34.851269482Z"
+    created: "2023-09-03T12:23:17.814780388Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -451,7 +467,7 @@ entries:
     version: 0.8.1
   - apiVersion: v2
     appVersion: 0.8.1-beta.21
-    created: "2023-08-31T07:12:34.850723693Z"
+    created: "2023-09-03T12:23:17.814274774Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -467,7 +483,7 @@ entries:
     version: 0.8.1-beta.21
   - apiVersion: v2
     appVersion: 0.8.1-beta.20
-    created: "2023-08-31T07:12:34.849615675Z"
+    created: "2023-09-03T12:23:17.813750626Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -483,7 +499,7 @@ entries:
     version: 0.8.1-beta.20
   - apiVersion: v2
     appVersion: 0.8.1-beta.19
-    created: "2023-08-31T07:12:34.849107276Z"
+    created: "2023-09-03T12:23:17.813243639Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -499,7 +515,7 @@ entries:
     version: 0.8.1-beta.19
   - apiVersion: v2
     appVersion: 0.8.1-beta.15
-    created: "2023-08-31T07:12:34.848542292Z"
+    created: "2023-09-03T12:23:17.81256905Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -515,7 +531,7 @@ entries:
     version: 0.8.1-beta.15
   - apiVersion: v2
     appVersion: 0.8.1-beta.12
-    created: "2023-08-31T07:12:34.848012673Z"
+    created: "2023-09-03T12:23:17.811439955Z"
     dependencies:
     - name: component-chart
       repository: https://charts.devspace.sh
@@ -529,4 +545,4 @@ entries:
     urls:
     - https://openmined.github.io/PySyft/helm/syft-0.8.1-beta.12.tgz
     version: 0.8.1-beta.12
-generated: "2023-08-31T07:12:34.847327845Z"
+generated: "2023-09-03T12:23:17.81059586Z"
diff --git a/packages/grid/helm/repo/syft-0.8.2-beta.28.tgz b/packages/grid/helm/repo/syft-0.8.2-beta.28.tgz
new file mode 100644
index 00000000000..3ae3b6f4571
Binary files /dev/null and b/packages/grid/helm/repo/syft-0.8.2-beta.28.tgz differ
diff --git a/packages/grid/helm/syft/Chart.yaml b/packages/grid/helm/syft/Chart.yaml
index 1b525f84584..a577377db2a 100644
--- a/packages/grid/helm/syft/Chart.yaml
+++ b/packages/grid/helm/syft/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: syft
 description: Perform numpy-like analysis on data that remains in someone elses server
 type: application
-version: "0.8.2-beta.27"
-appVersion: "0.8.2-beta.27"
+version: "0.8.2-beta.28"
+appVersion: "0.8.2-beta.28"
 icon: https://raw.githubusercontent.com/OpenMined/PySyft/dev/docs/img/title_syft_light.png
 
 dependencies:
diff --git a/packages/grid/podman/podman-kube/podman-syft-kube.yaml b/packages/grid/podman/podman-kube/podman-syft-kube.yaml
index 930b773fcf6..36fd43113d7 100644
--- a/packages/grid/podman/podman-kube/podman-syft-kube.yaml
+++ b/packages/grid/podman/podman-kube/podman-syft-kube.yaml
@@ -41,7 +41,7 @@ spec:
         - configMapRef:
             name: podman-syft-config
 
-      image: docker.io/openmined/grid-backend:0.8.2-beta.27
+      image: docker.io/openmined/grid-backend:0.8.2-beta.28
       imagePullPolicy: IfNotPresent
       resources: {}
       tty: true
@@ -57,7 +57,7 @@ spec:
       envFrom:
         - configMapRef:
             name: podman-syft-config
-      image: docker.io/openmined/grid-frontend:0.8.2-beta.27
+      image: docker.io/openmined/grid-frontend:0.8.2-beta.28
       imagePullPolicy: IfNotPresent
       resources: {}
       tty: true
diff --git a/packages/hagrid/.bumpversion.cfg b/packages/hagrid/.bumpversion.cfg
index 451adb61971..9d38890f4f1 100644
--- a/packages/hagrid/.bumpversion.cfg
+++ b/packages/hagrid/.bumpversion.cfg
@@ -1,5 +1,5 @@
 [bumpversion]
-current_version = 0.3.70
+current_version = 0.3.71
 tag = False
 tag_name = {new_version}
 commit = True
diff --git a/packages/hagrid/hagrid/deps.py b/packages/hagrid/hagrid/deps.py
index 39113c2b6e5..a341e064d81 100644
--- a/packages/hagrid/hagrid/deps.py
+++ b/packages/hagrid/hagrid/deps.py
@@ -42,7 +42,7 @@
 from .version import __version__
 
 LATEST_STABLE_SYFT = "0.8.1"
-LATEST_BETA_SYFT = "0.8.2-beta.27"
+LATEST_BETA_SYFT = "0.8.2-beta.28"
 
 DOCKER_ERROR = """
 You are running an old version of docker, possibly on Linux. You need to install v2.
@@ -114,8 +114,7 @@ class DependencySyftOS(Dependency):
     def check(self) -> None:
         self.display = "✅ " + ENVIRONMENT["os"]
         if is_windows():
-            if not get_pip_package("jaxlib"):
-                self.issues.append(windows_jaxlib())
+            pass
         elif is_apple_silicon():
             pass
 
@@ -918,15 +917,3 @@ def python_version_unsupported() -> SetupIssue:
         command="",
         solution="You must install a compatible version of Python",
     )
-
-
-WINDOWS_JAXLIB_REPO = "https://whls.blob.core.windows.net/unstable/index.html"
-
-
-def windows_jaxlib() -> SetupIssue:
-    return SetupIssue(
-        issue_name="windows_jaxlib",
-        description="Windows Python Wheels for Jax are not available on PyPI yet",
-        command=f"pip install jaxlib==0.4.10 -f {WINDOWS_JAXLIB_REPO}",
-        solution="Windows users must install jaxlib before syft",
-    )
diff --git a/packages/hagrid/hagrid/manifest_template.yml b/packages/hagrid/hagrid/manifest_template.yml
index b6ad753169a..fa6cc2b4469 100644
--- a/packages/hagrid/hagrid/manifest_template.yml
+++ b/packages/hagrid/hagrid/manifest_template.yml
@@ -1,9 +1,9 @@
 manifestVersion: 0.1
-hagrid_version: 0.3.70
-syft_version: 0.8.2-beta.27
-dockerTag: 0.8.2-beta.27
+hagrid_version: 0.3.71
+syft_version: 0.8.2-beta.28
+dockerTag: 0.8.2-beta.28
 baseUrl: https://raw.githubusercontent.com/OpenMined/PySyft/
-hash: 576bd08c2a99e17ac2907433fd6dc3a3030136f5
+hash: ef6e9adb58b7a2d68ef5f41b61ae0d237f36e5be
 target_dir: ~/.hagrid/PySyft/
 files:
   grid:
diff --git a/packages/hagrid/hagrid/version.py b/packages/hagrid/hagrid/version.py
index a02282ca438..5c26289f637 100644
--- a/packages/hagrid/hagrid/version.py
+++ b/packages/hagrid/hagrid/version.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # HAGrid Version
-__version__ = "0.3.70"
+__version__ = "0.3.71"
 
 if __name__ == "__main__":
     print(__version__)
diff --git a/packages/hagrid/setup.py b/packages/hagrid/setup.py
index 7a50a69d26d..22eb365fdf6 100644
--- a/packages/hagrid/setup.py
+++ b/packages/hagrid/setup.py
@@ -5,7 +5,7 @@
 from setuptools import find_packages
 from setuptools import setup
 
-__version__ = "0.3.70"
+__version__ = "0.3.71"
 
 DATA_FILES = {"img": ["hagrid/img/*.png"], "hagrid": ["*.yml"]}
 
diff --git a/packages/syft/setup.cfg b/packages/syft/setup.cfg
index 87de753c800..749f705fa05 100644
--- a/packages/syft/setup.cfg
+++ b/packages/syft/setup.cfg
@@ -1,6 +1,6 @@
 [metadata]
 name = syft
-version = attr: "0.8.2-beta.27"
+version = attr: "0.8.2-beta.28"
 description = Perform numpy-like analysis on data that remains in someone elses server
 author = OpenMined
 author_email = info@openmined.org
@@ -30,12 +30,12 @@ syft =
     forbiddenfruit==0.1.4
     gevent==22.10.2
     gipc==1.5.0
-    jax==0.4.10
-    jaxlib==0.4.10
+    jax==0.4.14
+    jaxlib==0.4.14
     loguru==0.7.0
     networkx==2.8
     numpy>=1.22.4,<=1.24.3
-    opendp==0.7.0
+    opendp==0.8.0
     packaging>=21.0
     pandas==1.5.3
     pyarrow==11.0.0
@@ -56,7 +56,7 @@ syft =
     fastapi==0.97.0
     hagrid>=0.3
     matplotlib==3.7.1
-    dm-haiku==0.0.9
+    dm-haiku==0.0.10
     itables==1.5.3
     safetensors==0.3.2 # Pinning as arm linux wheels, not available for safetensors in 0.3.3
     transformers==4.30.2
diff --git a/packages/syft/src/syft/VERSION b/packages/syft/src/syft/VERSION
index 6d7567fd24a..7f3f0571209 100644
--- a/packages/syft/src/syft/VERSION
+++ b/packages/syft/src/syft/VERSION
@@ -1,5 +1,5 @@
 # Mono Repo Global Version
-__version__ = "0.8.2-beta.27"
+__version__ = "0.8.2-beta.28"
 # elsewhere we can call this file: `python VERSION` and simply take the stdout
 
 # stdlib
diff --git a/packages/syft/src/syft/__init__.py b/packages/syft/src/syft/__init__.py
index 2e9b4aa4aa0..deaedacb5ee 100644
--- a/packages/syft/src/syft/__init__.py
+++ b/packages/syft/src/syft/__init__.py
@@ -1,4 +1,4 @@
-__version__ = "0.8.2-beta.27"
+__version__ = "0.8.2-beta.28"
 
 # stdlib
 import pathlib
diff --git a/packages/syft/src/syft/store/kv_document_store.py b/packages/syft/src/syft/store/kv_document_store.py
index 8ba859c9a48..2c280c443d5 100644
--- a/packages/syft/src/syft/store/kv_document_store.py
+++ b/packages/syft/src/syft/store/kv_document_store.py
@@ -176,11 +176,11 @@ def _set(
         try:
             if obj.id is None:
                 obj.id = UID()
-            store_query_key = self.settings.store_key.with_obj(obj)
+            store_query_key: QueryKey = self.settings.store_key.with_obj(obj)
             uid = store_query_key.value
             write_permission = ActionObjectWRITE(uid=uid, credentials=credentials)
             can_write = self.has_permission(write_permission)
-            unique_query_keys = self.settings.unique_keys.with_obj(obj)
+            unique_query_keys: QueryKeys = self.settings.unique_keys.with_obj(obj)
             store_key_exists = store_query_key.value in self.data
             searchable_query_keys = self.settings.searchable_keys.with_obj(obj)
 
diff --git a/packages/syft/src/syft/store/mongo_client.py b/packages/syft/src/syft/store/mongo_client.py
index b63a94bcb7a..f5c8ea47b05 100644
--- a/packages/syft/src/syft/store/mongo_client.py
+++ b/packages/syft/src/syft/store/mongo_client.py
@@ -203,3 +203,25 @@ def with_collection(
             return Err(str(e))
 
         return Ok(collection)
+
+    def with_collection_permissions(
+        self, collection_settings: PartitionSettings, store_config: StoreConfig
+    ) -> Result[MongoCollection, Err]:
+        """
+        For each collection, create a corresponding collection
+        that store the permissions to the data in that collection
+        """
+        res = self.with_db(db_name=store_config.db_name)
+        if res.is_err():
+            return res
+        db = res.ok()
+
+        try:
+            collection_permissions_name: str = collection_settings.name + "_permissions"
+            collection_permissions = db.get_collection(
+                name=collection_permissions_name, codec_options=SYFT_CODEC_OPTIONS
+            )
+        except BaseException as e:
+            return Err(str(e))
+
+        return Ok(collection_permissions)
diff --git a/packages/syft/src/syft/store/mongo_document_store.py b/packages/syft/src/syft/store/mongo_document_store.py
index cd1f0e0aa42..46664512647 100644
--- a/packages/syft/src/syft/store/mongo_document_store.py
+++ b/packages/syft/src/syft/store/mongo_document_store.py
@@ -7,9 +7,7 @@
 
 # third party
 from pymongo import ASCENDING
-from pymongo import WriteConcern
 from pymongo.collection import Collection as MongoCollection
-from pymongo.errors import DuplicateKeyError
 from result import Err
 from result import Ok
 from result import Result
@@ -20,9 +18,12 @@
 from ..serde.deserialize import _deserialize
 from ..serde.serializable import serializable
 from ..serde.serialize import _serialize
+from ..service.action.action_permissions import ActionObjectEXECUTE
+from ..service.action.action_permissions import ActionObjectOWNER
 from ..service.action.action_permissions import ActionObjectPermission
 from ..service.action.action_permissions import ActionObjectREAD
 from ..service.action.action_permissions import ActionObjectWRITE
+from ..service.action.action_permissions import ActionPermission
 from ..service.response import SyftSuccess
 from ..types.syft_object import StorableObjectType
 from ..types.syft_object import SyftBaseObject
@@ -30,6 +31,7 @@
 from ..types.transforms import TransformContext
 from ..types.transforms import transform
 from ..types.transforms import transform_method
+from ..types.uid import UID
 from .document_store import DocumentStore
 from .document_store import PartitionKey
 from .document_store import QueryKey
@@ -124,17 +126,26 @@ def init_store(self) -> Result[Ok, Err]:
             return store_status
 
         client = MongoClient(config=self.store_config.client_config)
+
         collection_status = client.with_collection(
             collection_settings=self.settings, store_config=self.store_config
         )
         if collection_status.is_err():
             return collection_status
 
+        collection_permissions_status = client.with_collection_permissions(
+            collection_settings=self.settings, store_config=self.store_config
+        )
+        if collection_permissions_status.is_err():
+            return collection_permissions_status
+
         self._collection = collection_status.ok()
+        self._permissions = collection_permissions_status.ok()
 
         return self._create_update_index()
 
     # Potentially thread-unsafe methods.
+    #
     # CAUTION:
     #       * Don't use self.lock here.
     #       * Do not call the public thread-safe methods here(with locking).
@@ -145,7 +156,7 @@ def _create_update_index(self) -> Result[Ok, Err]:
         collection_status = self.collection
         if collection_status.is_err():
             return collection_status
-        collection = collection_status.ok()
+        collection: MongoCollection = collection_status.ok()
 
         def check_index_keys(current_keys, new_index_keys):
             current_keys.sort()
@@ -202,6 +213,15 @@ def collection(self) -> Result[MongoCollection, Err]:
 
         return Ok(self._collection)
 
+    @property
+    def permissions(self) -> Result[MongoCollection, Err]:
+        if not hasattr(self, "_permissions"):
+            res = self.init_store()
+            if res.is_err():
+                return res
+
+        return Ok(self._permissions)
+
     def _set(
         self,
         credentials: SyftVerifyKey,
@@ -211,27 +231,58 @@ def _set(
     ) -> Result[SyftObject, str]:
         write_permission = ActionObjectWRITE(uid=obj.id, credentials=credentials)
         can_write = self.has_permission(write_permission)
+
+        store_query_key: QueryKey = self.settings.store_key.with_obj(obj)
+        collection_status = self.collection
+        if collection_status.is_err():
+            return collection_status
+        collection: MongoCollection = collection_status.ok()
+
+        store_key_exists = (
+            collection.find_one(store_query_key.as_dict_mongo) is not None
+        )
+        if (not store_key_exists) and (not self.item_keys_exist(obj, collection)):
+            # attempt to claim ownership for writing
+            ownership_result = self.take_ownership(uid=obj.id, credentials=credentials)
+            can_write: bool = ownership_result.is_ok()
+        elif not ignore_duplicates:
+            unique_query_keys: QueryKeys = self.settings.unique_keys.with_obj(obj)
+            keys = ", ".join(f"`{key.key}`" for key in unique_query_keys.all)
+            return Err(
+                f"Duplication Key Error for {obj}.\n"
+                f"The fields that should be unique are {keys}."
+            )
+        else:
+            # we are not throwing an error, because we are ignoring duplicates
+            # we are also not writing though
+            return Ok(obj)
+
         if can_write:
             storage_obj = obj.to(self.storage_type)
 
-            collection_status = self.collection
-            if collection_status.is_err():
-                return collection_status
-            collection = collection_status.ok()
+            collection.insert_one(storage_obj)
+
+            # adding permissions
+            read_permission = ActionObjectPermission(
+                uid=obj.id,
+                credentials=credentials,
+                permission=ActionPermission.READ,
+            )
+            self.add_permission(read_permission)
 
-            if ignore_duplicates:
-                collection = collection.with_options(write_concern=WriteConcern(w=0))
-            try:
-                collection.insert_one(storage_obj)
-            except DuplicateKeyError as e:
-                return Err(f"Duplicate Key Error for {obj}: {e}")
             if add_permissions is not None:
-                pass
-                # TODO: update permissions
+                self.add_permissions(add_permissions)
+
             return Ok(obj)
         else:
             return Err(f"No permission to write object with id {obj.id}")
 
+    def item_keys_exist(self, obj, collection):
+        qks: QueryKeys = self.settings.unique_keys.with_obj(obj)
+        query = {"$or": [{k: v} for k, v in qks.as_dict_mongo.items()]}
+        res = collection.find_one(query)
+        return res is not None
+
     def _update(
         self,
         credentials: SyftVerifyKey,
@@ -242,7 +293,7 @@ def _update(
         collection_status = self.collection
         if collection_status.is_err():
             return collection_status
-        collection = collection_status.ok()
+        collection: MongoCollection = collection_status.ok()
 
         # TODO: optimize the update. The ID should not be overwritten,
         # but the qk doesn't necessarily have to include the `id` field either.
@@ -305,7 +356,7 @@ def _get_all_from_store(
         collection_status = self.collection
         if collection_status.is_err():
             return collection_status
-        collection = collection_status.ok()
+        collection: MongoCollection = collection_status.ok()
 
         if order_by is not None:
             storage_objs = collection.find(filter=qks.as_dict_mongo).sort(order_by.key)
@@ -331,7 +382,7 @@ def _delete(
         collection_status = self.collection
         if collection_status.is_err():
             return collection_status
-        collection = collection_status.ok()
+        collection: MongoCollection = collection_status.ok()
 
         if has_permission or self.has_permission(
             ActionObjectWRITE(uid=qk.value, credentials=credentials)
@@ -345,12 +396,117 @@ def _delete(
         return Err(f"Failed to delete object with qk: {qk}")
 
     def has_permission(self, permission: ActionObjectPermission) -> bool:
-        # TODO: implement
-        return True
+        """Check if the permission is inside the permission collection"""
+        collection_permissions_status = self.permissions
+        if collection_permissions_status.is_err():
+            return False
+        collection_permissions: MongoCollection = collection_permissions_status.ok()
+
+        # TODO: fix for other admins
+        if self.root_verify_key.verify == permission.credentials.verify:
+            return True
+
+        permissions: Optional[Dict] = collection_permissions.find_one(
+            {"_id": permission.uid}
+        )
+
+        if permissions is None:
+            return False
+
+        if permission.permission_string in permissions["permissions"]:
+            return True
+
+        # check ALL_READ permission
+        if (
+            permission.permission == ActionPermission.READ
+            and ActionObjectPermission(
+                permission.uid, ActionPermission.ALL_READ
+            ).permission_string
+            in permissions["permissions"]
+        ):
+            return True
+
+        return False
+
+    def add_permission(self, permission: ActionObjectPermission) -> Result[None, Err]:
+        collection_permissions_status = self.permissions
+        if collection_permissions_status.is_err():
+            return collection_permissions_status
+        collection_permissions: MongoCollection = collection_permissions_status.ok()
+
+        # find the permissions for the given permission.uid
+        # e.g. permissions = {"_id": "7b88fdef6bff42a8991d294c3d66f757",
+        #                      "permissions": set(["permission_str_1", "permission_str_2"]}}
+        permissions: Optional[Dict] = collection_permissions.find_one(
+            {"_id": permission.uid}
+        )
+        if permissions is None:
+            # Permission doesn't exits, add a new one
+            collection_permissions.insert_one(
+                {
+                    "_id": permission.uid,
+                    "permissions": {permission.permission_string},
+                }
+            )
+        else:
+            # update the permissions with the new permission string
+            permission_strings: set = permissions["permissions"]
+            permission_strings.add(permission.permission_string)
+            collection_permissions.update_one(
+                {"_id": permission.uid}, {"$set": {"permissions": permission_strings}}
+            )
 
     def add_permissions(self, permissions: List[ActionObjectPermission]) -> None:
-        # TODO: implemenet
-        pass
+        for permission in permissions:
+            self.add_permission(permission)
+
+    def remove_permission(
+        self, permission: ActionObjectPermission
+    ) -> Result[None, Err]:
+        collection_permissions_status = self.permissions
+        if collection_permissions_status.is_err():
+            return collection_permissions_status
+        collection_permissions: MongoCollection = collection_permissions_status.ok()
+        permissions: Optional[Dict] = collection_permissions.find_one(
+            {"_id": permission.uid}
+        )
+        if permissions is None:
+            return Err(f"permission with UID {permission.uid} not found!")
+        permissions_strings: set = permissions["permissions"]
+        permissions_strings.remove(permission.permission_string)
+        collection_permissions.update_one(
+            {"_id": permission.uid}, {"$set": {"permissions": permissions_strings}}
+        )
+
+    def take_ownership(
+        self, uid: UID, credentials: SyftVerifyKey
+    ) -> Result[SyftSuccess, str]:
+        collection_permissions_status = self.permissions
+        if collection_permissions_status.is_err():
+            return collection_permissions_status
+        collection_permissions: MongoCollection = collection_permissions_status.ok()
+
+        collection_status = self.collection
+        if collection_status.is_err():
+            return collection_status
+        collection: MongoCollection = collection_status.ok()
+
+        data: List[UID] = collection.find_one({"_id": uid})
+        permissions: List[UID] = collection_permissions.find_one({"_id": uid})
+
+        # first person using this UID can claim ownership
+        if permissions is None and data is None:
+            self.add_permissions(
+                [
+                    ActionObjectOWNER(uid=uid, credentials=credentials),
+                    ActionObjectWRITE(uid=uid, credentials=credentials),
+                    ActionObjectREAD(uid=uid, credentials=credentials),
+                    ActionObjectEXECUTE(uid=uid, credentials=credentials),
+                ]
+            )
+            return Ok(SyftSuccess(message=f"Ownership of ID: {uid} taken."))
+
+        return Err(f"UID: {uid} already owned.")
 
     def _all(
         self,
@@ -370,7 +526,7 @@ def __len__(self):
         collection_status = self.collection
         if collection_status.is_err():
             return 0
-        collection = collection_status.ok()
+        collection: MongoCollection = collection_status.ok()
         return collection.count_documents(filter={})
 
 
diff --git a/packages/syft/src/syft/store/sqlite_document_store.py b/packages/syft/src/syft/store/sqlite_document_store.py
index 01b297ec4a2..27195ae7ac5 100644
--- a/packages/syft/src/syft/store/sqlite_document_store.py
+++ b/packages/syft/src/syft/store/sqlite_document_store.py
@@ -94,7 +94,7 @@ def _connect(self) -> None:
         # Set journal mode to WAL.
         # self._db[thread_ident()].execute("pragma journal_mode=wal")
 
-    def create_table(self):
+    def create_table(self) -> None:
         try:
             self.cur.execute(
                 f"create table {self.table_name} (uid VARCHAR(32) NOT NULL PRIMARY KEY, "  # nosec
diff --git a/packages/syftcli/manifest.yml b/packages/syftcli/manifest.yml
index 73e90d9c649..58cfdcb9f4f 100644
--- a/packages/syftcli/manifest.yml
+++ b/packages/syftcli/manifest.yml
@@ -1,11 +1,11 @@
 manifestVersion: 1.0
 
-syftVersion: 0.8.2-beta.27
-dockerTag: 0.8.2-beta.27
+syftVersion: 0.8.2-beta.28
+dockerTag: 0.8.2-beta.28
 
 images:
-  - docker.io/openmined/grid-frontend:0.8.2-beta.27
-  - docker.io/openmined/grid-backend:0.8.2-beta.27
+  - docker.io/openmined/grid-frontend:0.8.2-beta.28
+  - docker.io/openmined/grid-backend:0.8.2-beta.28
   - docker.io/library/mongo:latest
   - docker.io/traefik:v2.10
 
diff --git a/scripts/hagrid_hash b/scripts/hagrid_hash
index 20384883944..ba276c38159 100644
--- a/scripts/hagrid_hash
+++ b/scripts/hagrid_hash
@@ -1 +1 @@
-3604d501ca849b320a73cbc6fc66c282
+e32f2c4364e17407a56a8cf9fb828d5e
diff --git a/tox.ini b/tox.ini
index 9b2eaee3479..46a5ae90ce4 100644
--- a/tox.ini
+++ b/tox.ini
@@ -27,11 +27,9 @@ skipsdist = True
 
 [testenv]
 basepython = python3
-install_command = pip install --find-links https://whls.blob.core.windows.net/unstable/index.html {opts} {packages}
+install_command = pip install {opts} {packages}
 commands =
     python --version
-setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
 
 # Syft
 [testenv:syft]
@@ -39,8 +37,6 @@ deps =
     -e{toxinidir}/packages/syft[dev]
 changedir = {toxinidir}/packages/syft
 description = Syft
-setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
 commands =
     pip list
 
@@ -49,8 +45,6 @@ deps =
     -e{toxinidir}/packages/hagrid[dev]
 changedir = {toxinidir}/packages/hagrid
 description = Syft
-setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
 commands =
     pip list
 
@@ -233,7 +227,6 @@ allowlist_externals =
     chcp
 passenv=HOME, USER
 setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
     HAGRID_FLAGS = {env:HAGRID_FLAGS:--tag=local --test}
     EMULATION = {env:EMULATION:false}
     HAGRID_ART = false
@@ -339,8 +332,6 @@ commands =
 
 [testenv:syft.jupyter]
 description = Jupyter Notebook with Editable Syft
-setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
 deps =
     {[testenv:syft]deps}
     {[testenv:hagrid]deps}
@@ -401,7 +392,6 @@ setenv =
     ENABLE_SIGNUP=True
 commands =
     pip install oblv-ctl==0.3.1
-    python -c "import platform; import os; os.system('pip install jaxlib==0.4.10 -f https://whls.blob.core.windows.net/unstable/index.html') if platform.system().lower() == 'windows' else ''"
     # run at start to kill any process started beforehand
     bash -c 'chmod +x scripts/kill_process_in_port.sh && ./scripts/kill_process_in_port.sh $LOCAL_ENCLAVE_PORT'
 
@@ -607,7 +597,6 @@ allowlist_externals =
     k3d
     echo
 setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
     ORCHESTRA_DEPLOYMENT_TYPE = {env:ORCHESTRA_DEPLOYMENT_TYPE:k8s}
     NODE_PORT = {env:NODE_PORT:9082}
 commands =
@@ -760,8 +749,6 @@ allowlist_externals =
     echo
     rm
     helm
-setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
 commands =
     k3d version
 
@@ -798,8 +785,6 @@ allowlist_externals =
     echo
     rm
     helm
-setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
 commands =
     bash -c 'cd packages/grid/helm && \
         helm lint syft'
@@ -833,7 +818,6 @@ allowlist_externals =
     rm
     helm
 setenv =
-    PIP_FIND_LINKS=https://whls.blob.core.windows.net/unstable/index.html
     ORCHESTRA_DEPLOYMENT_TYPE = {env:ORCHESTRA_DEPLOYMENT_TYPE:k8s}
     NODE_PORT = {env:NODE_PORT:8080}
 commands =