feat(preprocess): add deployment jobs and S3 source

docker/core.Dockerfile

@@ -40,7 +40,7 @@ COPY docker/python-runtime/requirements.lock /app/docker/python-runtime/requirem
 RUN python -m venv /opt/venv \
     && /opt/venv/bin/pip install --no-cache-dir --require-hashes \
       --requirement /app/docker/python-runtime/requirements.lock \
-    && /opt/venv/bin/pip install --no-cache-dir --no-deps --no-build-isolation /app/harness \
+    && /opt/venv/bin/pip install --no-cache-dir --no-deps --no-build-isolation '/app/harness[s3]' \
     && /opt/venv/bin/tht vector migrate --help >/dev/null
 
 COPY --from=backend-build /src/backend/dist /app/backend/dist

docker/python-runtime/requirements.lock

@@ -1,5 +1,5 @@
 # This file was autogenerated by uv via the following command:
-#    uv pip compile harness/pyproject.toml docker/python-runtime/build-requirements.in --universal --python-version 3.12 --no-emit-package tht --generate-hashes --output-file docker/python-runtime/requirements.lock
+#    uv pip compile harness/pyproject.toml docker/python-runtime/build-requirements.in --extra s3 --universal --python-version 3.12 --no-emit-package tht --generate-hashes --output-file docker/python-runtime/requirements.lock
 annotated-doc==0.0.4 \
     --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \
     --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4
@@ -8,6 +8,16 @@ annotated-types==0.7.0 \
     --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
     --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
     # via pydantic
+boto3==1.43.46 \
+    --hash=sha256:66c0d943b049a46a492ec4ec2ebe73c930b1842c7137bee83aad6d93e95d4d96 \
+    --hash=sha256:69453e2c1bcb9fd9806527ab99950cacfc2826cb0dce9a3a0414d19270c06c3c
+    # via tht (harness/pyproject.toml)
+botocore==1.43.46 \
+    --hash=sha256:59f2e1ac3cdc66d191cae91c0804bc41847ce817dc8147cf43eaada8f76a5533 \
+    --hash=sha256:cb673891e623ae6e6a1bf24d94ef169504f3eb02584adb5d5bee2f6aae819b60
+    # via
+    #   boto3
+    #   s3transfer
 certifi==2026.6.17 \
     --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
     --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
@@ -294,6 +304,12 @@ jellyfish==1.2.1 \
     --hash=sha256:f69aeb08659a6c81d559bbe319075e3417434ae5b3a5e4a758d1c4055a03497a \
     --hash=sha256:fb3c6e537cb4605c22895a8d4a10cdb26611ba2bbfc7f0b4c1d06bb9d8aad648
     # via yake
+jmespath==1.1.0 \
+    --hash=sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d \
+    --hash=sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64
+    # via
+    #   boto3
+    #   botocore
 markdown-it-py==4.2.0 \
     --hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
     --hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
@@ -554,6 +570,10 @@ pygments==2.20.0 \
     --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
     --hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
     # via rich
+python-dateutil==2.9.0.post0 \
+    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
+    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
+    # via botocore
 python-dotenv==1.2.2 \
     --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
     --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
@@ -759,6 +779,10 @@ rich==15.0.0 \
     # via
     #   tht (harness/pyproject.toml)
     #   typer
+s3transfer==0.19.1 \
+    --hash=sha256:d3d6371dc3f1e5c5427b2b457bcf13bcf87bec334c95aed18642eae61f6926f3 \
+    --hash=sha256:d5fd7005ee39307455ad5f310b5ea67f4b1960d7fed5b3671ee50c249de675de
+    # via boto3
 scipy==1.18.0 \
     --hash=sha256:09143f676d157d9f546d663504ef9c1becb819824f1afc018814176411942446 \
     --hash=sha256:0d13bca67c096d89fb95ced0d8921807300fce0275643aef9533cc63a0773468 \
@@ -814,6 +838,10 @@ shellingham==1.5.4 \
     --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
     --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
     # via typer
+six==1.17.0 \
+    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
+    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
+    # via python-dateutil
 sqlalchemy==2.0.51 \
     --hash=sha256:0378d055e9e8cd6ce4d8dff683bdd3d7d413533c4ee51d67a2b1e0f9eacc0f23 \
     --hash=sha256:0592bdadf86ddcabfd72d9ab66ea8a5d8d2cc6be1cc51fa7e66c03868ac5eac1 \
@@ -905,7 +933,9 @@ typing-inspection==0.4.2 \
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
-    # via requests
+    # via
+    #   botocore
+    #   requests
 yake==0.7.3 \
     --hash=sha256:38f7f135ff8ed4bcdc05e16b533a9dc93299f1e694b0c308c3c086bab316c5fe \
     --hash=sha256:8778fb2832e58d26d838d6d7ac967b4947521f1fe8cdf23dd872636161fc53ed