diff --git a/bin/pants/README.md b/bin/pants/README.md
new file mode 100644
index 0000000..46c523d
--- /dev/null
+++ b/bin/pants/README.md
@@ -0,0 +1,10 @@
+This is the SCIE pants executable that is downloaded
+by get-pants.sh from [the official site](https://www.pantsbuild.org/stable/docs/getting-started/installing-pants).
+
+It is in the repository so it is available to the CI/CD process.
+We still need to add an automated way of checking for updates.
+For now, someone should run
+```bash
+SCIE_BOOT=update ./pants
+```
+occasionally and check in the resulting changes.
diff --git a/bin/pants/pants b/bin/pants/pants
new file mode 100755
index 0000000..b50a88f
Binary files /dev/null and b/bin/pants/pants differ
diff --git a/build_support/pants/README.pants.md b/build_support/pants/README.pants.md
new file mode 100644
index 0000000..023c267
--- /dev/null
+++ b/build_support/pants/README.pants.md
@@ -0,0 +1,59 @@
+# `pants`
+
+## Setup
+
+When the current version of `pants` starts failing, we may need to download a
+new `pants` launch script. Please see this:
+
+<https://www.pantsbuild.org/docs/installation>
+
+## flake8 task
+
+It has been developed in-house. When you upgrade `pants`, you may need to update
+this file too:
+
+```none
+build_support/pants/pants-plugins/flake8_task/flake8_task.py
+```
+
+## Useful commands
+
+- `./pants goals`
+
+  Lists all goals
+
+- `./pants help`
+
+  Prints generic help
+
+- `./pants clean-all`
+
+  Deletes all build products, creating a clean workspace.
+
+## Additional information
+
+A pretty good starting resource to enable additional debugging information,
+improve caching, or track down any dependency issues is the pants
+troubleshooting page:
+
+<https://www.pantsbuild.org/docs/troubleshooting>
+
+## Pants caching
+
+Pants has the ability to store local intermediates to make builds consistent and
+repeatable <https://www.pantsbuild.org/docs/how-does-pants-work#caching>
+
+the `~/.cache` directory can fill up so much that NCBI accounts mounted on
+`\\snowman` can fill up. It is recommended that the following are added to your
+~/.bash_profile to route caching products to a directory in `/tmp` with a new
+`bash` session
+
+```
+export XDG_CACHE_HOME=/tmp/${USER}/.cache
+export PANTS_SETUP_CACHE=${XDG_CACHE_HOME}/pants/setup
+
+mkdir -p $XDG_CACHE_HOME $PANTS_SETUP_CACHE
+
+export PANTS_NAMED_CACHES_DIR=${XDG_CACHE_HOME}/named_caches
+export PANTS_LOCAL_STORE_DIR=${XDG_CACHE_HOME}/local_stores
+```
diff --git a/build_support/pants/coverage_py.ini b/build_support/pants/coverage_py.ini
new file mode 100644
index 0000000..200d791
--- /dev/null
+++ b/build_support/pants/coverage_py.ini
@@ -0,0 +1,11 @@
+[report]
+skip_covered=True
+show_missing=True
+sort=cover
+; Regexes for lines to exclude from consideration
+exclude_also =
+    ; TYPE_CHECKING lines are not executed
+    if TYPE_CHECKING:
+
+    ; These lines are usually untestable setup code anyway
+    if __name__ == "__main__":
diff --git a/build_support/pants/flake8.ini b/build_support/pants/flake8.ini
new file mode 100644
index 0000000..3c91c3f
--- /dev/null
+++ b/build_support/pants/flake8.ini
@@ -0,0 +1,16 @@
+[flake8]
+max-line-length = 80
+count = True
+statistics = True
+show-source = True
+max-complexity = 11
+; Reason for global ignoring of flake8 warnings
+; E203 is not PEP8 compliant see https://github.com/psf/black/issues/1859
+; W503 is the opposite of the PEP8 recommendation "For new code Knuth's
+;      style is suggested." ... where Knuth's style is to break before the
+;      operator
+ignore = E203,W503 
+per_file_ignores =
+    ; Make flake8 ignore late module imports just like Ruff
+    utils/tests/*.py: E402
+    analyze_har_files/tests/*.py: E402
diff --git a/build_support/pants/mypy.ini b/build_support/pants/mypy.ini
new file mode 100644
index 0000000..fa4cbe5
--- /dev/null
+++ b/build_support/pants/mypy.ini
@@ -0,0 +1,11 @@
+[mypy]
+check_untyped_defs = True
+disallow_untyped_defs = True
+incremental = True
+show_column_numbers = True
+show_error_context = True
+scripts_are_modules = True
+ignore_missing_imports = True
+follow_imports = skip
+strict_optional = True
+warn_unused_ignores = True
diff --git a/build_support/pants/pants-plugins/flake8_task/.gitignore b/build_support/pants/pants-plugins/flake8_task/.gitignore
new file mode 100644
index 0000000..225fc6f
--- /dev/null
+++ b/build_support/pants/pants-plugins/flake8_task/.gitignore
@@ -0,0 +1 @@
+/__pycache__
diff --git a/build_support/pants/pants-plugins/flake8_task/__init__.py b/build_support/pants/pants-plugins/flake8_task/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/build_support/pants/pants-plugins/flake8_task/flake8_task.py b/build_support/pants/pants-plugins/flake8_task/flake8_task.py
new file mode 100644
index 0000000..25e4c61
--- /dev/null
+++ b/build_support/pants/pants-plugins/flake8_task/flake8_task.py
@@ -0,0 +1,170 @@
+import os
+import subprocess
+
+from pants.backend.python.interpreter_cache import PythonInterpreterCache
+from pants.backend.python.targets.python_binary import PythonBinary
+from pants.backend.python.targets.python_library import PythonLibrary
+from pants.backend.python.targets.python_target import PythonTarget
+from pants.backend.python.targets.python_tests import PythonTests
+from pants.backend.python.tasks.resolve_requirements_task_base import (
+    ResolveRequirementsTaskBase,
+)
+from pants.base.build_environment import get_buildroot
+from pants.base.exceptions import TaskError
+from pants.base.workunit import WorkUnit, WorkUnitLabel
+from pants.util.memo import memoized_property
+from pex.interpreter import PythonInterpreter
+from pex.pex import PEX
+from pex.pex_info import PexInfo
+
+
+class Flake8Task(ResolveRequirementsTaskBase):
+    """Invoke the flake8 PEP-8 checker for Python."""
+
+    _FLAKE8_COMPATIBLE_INTERPETER_CONSTRAINT = ">=3.11"
+    _PYTHON_SOURCE_EXTENSION = ".py"
+
+    @classmethod
+    def prepare(cls, options, round_manager):
+        super().prepare(options, round_manager)
+        round_manager.require_data(PythonInterpreter)
+
+    @classmethod
+    def register_options(cls, register):
+        register(
+            "--flake8-version",
+            default="7.1.1",
+            help="The version of flake8 to use.",
+        )
+        register(
+            "--config-file",
+            default=None,
+            help="Path flake8 configuration file, relative to buildroot.",
+        )
+
+    @classmethod
+    def supports_passthru_args(cls):
+        return True
+
+    @classmethod
+    def subsystem_dependencies(cls):
+        return super().subsystem_dependencies() + (PythonInterpreterCache,)
+
+    def find_flake8_interpreter(self):
+        interpreters = self._interpreter_cache.setup(
+            filters=[self._FLAKE8_COMPATIBLE_INTERPETER_CONSTRAINT]
+        )
+        return min(interpreters) if interpreters else None
+
+    @staticmethod
+    def is_non_synthetic_python_target(target):
+        return not target.is_synthetic and isinstance(
+            target, (PythonLibrary, PythonBinary, PythonTests)
+        )
+
+    @staticmethod
+    def is_python_target(target):
+        return isinstance(target, PythonTarget)
+
+    def _calculate_python_sources(self, targets):
+        """Generate a set of source files from the given targets."""
+        python_eval_targets = filter(
+            self.is_non_synthetic_python_target, targets
+        )
+        sources = set()
+        for target in python_eval_targets:
+            sources.update(
+                source
+                for source in target.sources_relative_to_buildroot()
+                if os.path.splitext(source)[1] == self._PYTHON_SOURCE_EXTENSION
+            )
+        return list(sources)
+
+    def _collect_source_roots(self):
+        # Collect the set of directories in which there are Python sources (whether part of
+        # the target roots or transitive dependencies.)
+        source_roots = set()
+        for target in self.context.targets(self.is_python_target):
+            if not target.has_sources(self._PYTHON_SOURCE_EXTENSION):
+                continue
+            source_roots.add(target.target_base)
+        return source_roots
+
+    @memoized_property
+    def _interpreter_cache(self):
+        return PythonInterpreterCache.global_instance()
+
+    def _run_flake8(self, py3_interpreter, flake8_args, **kwargs):
+        pex_info = PexInfo.default()
+        pex_info.entry_point = "flake8"
+        flake8_version = self.get_options().flake8_version
+
+        flake8_requirement_pex = self.resolve_requirement_strings(
+            py3_interpreter,
+            [f"flake8=={flake8_version}", "teamcity-messages"],
+        )
+
+        path = os.path.realpath(
+            os.path.join(
+                self.workdir, str(py3_interpreter.identity), flake8_version
+            )
+        )
+        if not os.path.isdir(path):
+            self.merge_pexes(
+                path, pex_info, py3_interpreter, [flake8_requirement_pex]
+            )
+        pex = PEX(path, py3_interpreter)
+        return pex.run(flake8_args, **kwargs)
+
+    def execute(self):
+        flake8_interpreter = self.find_flake8_interpreter()
+        if not flake8_interpreter:
+            raise TaskError(
+                f"Unable to find a Python {self._FLAKE8_COMPATIBLE_INTERPETER_CONSTRAINT} interpreter (required for flake8)."
+            )
+
+        sources = self._calculate_python_sources(self.context.target_roots)
+        if not sources:
+            self.context.log.warning("No Python sources to check.")
+            return
+
+        # Construct the flake8 command line.
+        cmd = []
+        if self.get_options().config_file:
+            cmd.append(
+                "--config={}".format(
+                    os.path.join(
+                        get_buildroot(), self.get_options().config_file
+                    )
+                )
+            )
+        cmd.extend(self.get_passthru_args())
+        cmd += sources
+        self.context.log.debug("flake8 command: {}".format(" ".join(cmd)))
+
+        # Collect source roots for the targets being checked.
+        source_roots = self._collect_source_roots()
+
+        flake8_path = os.pathsep.join(
+            [os.path.join(get_buildroot(), root) for root in source_roots]
+        )
+
+        # Execute flake8.
+        with self.context.new_workunit(
+            name="check",
+            labels=[WorkUnitLabel.TOOL, WorkUnitLabel.RUN],
+            log_config=WorkUnit.LogConfig(
+                log_level=self.get_options().level,
+                colors=self.get_options().colors,
+            ),
+            cmd=" ".join(cmd),
+        ) as workunit:
+            returncode = self._run_flake8(
+                flake8_interpreter,
+                cmd,
+                env={"FLAKE8PATH": flake8_path},
+                stdout=workunit.output("stdout"),
+                stderr=subprocess.STDOUT,
+            )
+            if returncode != 0:
+                raise TaskError(f"flake8 failed: code={returncode}")
diff --git a/build_support/pants/pants-plugins/flake8_task/register.py b/build_support/pants/pants-plugins/flake8_task/register.py
new file mode 100644
index 0000000..e411c05
--- /dev/null
+++ b/build_support/pants/pants-plugins/flake8_task/register.py
@@ -0,0 +1,7 @@
+from pants.goal.task_registrar import TaskRegistrar as task
+
+from flake8_task.flake8_task import Flake8Task
+
+
+def register_goals():
+    task(name="flake8", action=Flake8Task).install("flake8")
diff --git a/jupyter/BUILD b/jupyter/BUILD
new file mode 100644
index 0000000..e33424e
--- /dev/null
+++ b/jupyter/BUILD
@@ -0,0 +1,4 @@
+python_sources(
+    name = "dbgap_fhir_src",
+    sources = ["dbgap_fhir.py"],
+)
diff --git a/jupyter/dbgap_fhir.py b/jupyter/dbgap_fhir.py
index 2cd19b4..2fd1032 100644
--- a/jupyter/dbgap_fhir.py
+++ b/jupyter/dbgap_fhir.py
@@ -2,12 +2,8 @@
 import sys
 import json
 import requests
-import pandas as pd
-import numpy as np
 from pathlib import Path
-from datetime import datetime
 import time
-import pprint
 
 
 class DbGapFHIR:
diff --git a/pants b/pants
new file mode 100755
index 0000000..9c33c95
--- /dev/null
+++ b/pants
@@ -0,0 +1,18 @@
+#!/usr/bin/env bash
+# Strict mode
+set -euo pipefail
+IFS=$'\n\t'
+
+script_path="$(readlink -f "${BASH_SOURCE[0]}")"
+script_dir="$(dirname "$script_path")"
+pants_path="$script_dir/bin/pants/pants"
+
+cert_path=/etc/pki/tls/certs/ca-bundle.crt
+if [ -e "$cert_path" ]; then
+    SSL_CERT_FILE=/etc/pki/tls/certs/ca-bundle.crt "$pants_path" "$@"
+else
+    echo "Error: certificate bundle is not at $cert_path" >&2
+    echo "Attempting to run pants without it" >&2
+    "$pants_path" "$@"
+fi
+
diff --git a/pants.toml b/pants.toml
new file mode 100644
index 0000000..1a5da66
--- /dev/null
+++ b/pants.toml
@@ -0,0 +1,53 @@
+[GLOBAL]
+pants_version = "2.23.0"
+
+pythonpath = [
+    "%(buildroot)s/build_support/pants/pants-plugins",
+  ]
+
+backend_packages = [
+    'pants.backend.python',
+    'pants.backend.python.lint.flake8',
+    'pants.backend.python.typecheck.mypy',
+    'pants.backend.python.mixed_interpreter_constraints',
+  ]
+
+# Path patterns to ignore for filesystem operations on top of the builtin patterns.
+pants_ignore.add = [
+    'cpp',
+    've',
+    '.ve',
+    'ncbi-toolkit-root',
+  ]
+
+#[python-bootstrap]
+#search_path = [
+#    "<PATH>",
+#    "%(buildroot)s/bin/pypy/bin",
+#  ]
+
+[python]
+interpreter_constraints = ["CPython>=3.11"]
+
+[python-repos]
+indexes= [
+    'https://artifactory.ncbi.nlm.nih.gov/artifactory/api/pypi/python-virtual-repo/simple/']
+
+[mypy]
+config = "build_support/pants/mypy.ini"
+interpreter_constraints = ["CPython>=3.11"]
+
+[flake8]
+config = "build_support/pants/flake8.ini"
+
+[coverage-py]
+config = "build_support/pants/coverage_py.ini"
+interpreter_constraints = ["CPython>=3.11"]
+report = [
+       "console",
+       "html",
+]
+
+[anonymous-telemetry]
+enabled=true
+repo_id="7f9f781c-2f0c-4a2e-b5bb-92b38713f564"
diff --git a/pilot/jupyter/BUILD b/pilot/jupyter/BUILD
new file mode 100644
index 0000000..a8d41ce
--- /dev/null
+++ b/pilot/jupyter/BUILD
@@ -0,0 +1,4 @@
+python_sources(
+    name = "fhir_fetcher_src",
+    sources = ["fhir_fetcher.py"],
+)