diff --git a/.eslintrc.cjs b/.eslintrc.cjs
index 03c57ef..735f52e 100644
--- a/.eslintrc.cjs
+++ b/.eslintrc.cjs
@@ -5,17 +5,42 @@ module.exports = {
     "eslint:recommended",
     "plugin:@typescript-eslint/recommended",
     "plugin:react-hooks/recommended",
+    "prettier",
   ],
   ignorePatterns: ["dist", ".eslintrc.cjs"],
   parser: "@typescript-eslint/parser",
-  plugins: ["react-refresh"],
+  plugins: [
+    "react",
+    "react-hooks",
+    "@typescript-eslint",
+    "import",
+    "react-refresh",
+    "prettier",
+  ],
   rules: {
+    "import/named": "warn",
+    "import/no-self-import": "error",
+    "import/order": "error",
+    "import/newline-after-import": "error",
+    "import/no-unused-modules": ["warn", { unusedExports: true }],
+    "@typescript-eslint/no-explicit-any": "warn",
+    "import/no-useless-path-segments": [
+      "error",
+      {
+        noUselessIndex: true,
+      },
+    ],
+    "import/max-dependencies": [
+      "warn",
+      {
+        max: 20,
+        ignoreTypeImports: false,
+      },
+    ],
+    "prettier/prettier": "error",
     "react-refresh/only-export-components": [
       "warn",
       { allowConstantExport: true },
     ],
   },
-  globals: {
-    process: true,
-  },
 };
diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..a43020e
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,5 @@
+[flake8]
+ignore = E501,E731,W503
+exclude =
+    .chalice
+    .venv
\ No newline at end of file
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
new file mode 100644
index 0000000..81c1bae
--- /dev/null
+++ b/.github/CODEOWNERS
@@ -0,0 +1,4 @@
+* @skaplan-dev
+deploy.sh @devinmatte @nathan-weinberg
+.github @devinmatte @nathan-weinberg
+.flake8 @devinmatte @nathan-weinberg
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
new file mode 100644
index 0000000..98321bf
--- /dev/null
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -0,0 +1,11 @@
+## Motivation
+
+<!-- Why are you making this change, what problem does it solve? Include links to relevant issues -->
+
+## Changes
+
+<!-- What does this change exactly? Include relevant screenshots, videos, links -->
+
+## Testing Instructions
+
+<!-- How can the reviewer confirm these changes do what you say they do? -->
diff --git a/.github/labeler.yml b/.github/labeler.yml
new file mode 100644
index 0000000..d2132c2
--- /dev/null
+++ b/.github/labeler.yml
@@ -0,0 +1,11 @@
+ci/cd:
+- .github/**/*
+- deploy.sh
+
+dependencies:
+- package.json
+- package-lock.json
+
+documentation:
+- README.md
+- LICENSE
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
new file mode 100644
index 0000000..70fdcdd
--- /dev/null
+++ b/.github/workflows/deploy.yml
@@ -0,0 +1,62 @@
+name: deploy
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - main
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        node-version: ["20"]
+    env:
+      AWS_PROFILE: transitmatters
+      AWS_DEFAULT_REGION: us-east-1
+      AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+      AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+      TM_LABS_WILDCARD_CERT_ARN: ${{ secrets.TM_LABS_WILDCARD_CERT_ARN }}
+      MBTA_V3_API_KEY: ${{ secrets.MBTA_V3_API_KEY }}
+      DD_API_KEY: ${{ secrets.DD_API_KEY }}
+
+    steps:
+      - name: Checkout repo
+        uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.12
+      - name: Install Poetry
+        run: |
+          curl -sSL https://install.python-poetry.org | python3 -
+      - name: Set up Node ${{ matrix.node-version }}.x
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+      - name: Set up CI Cache
+        uses: actions/cache@v4
+        with:
+          path: |
+            ~/.npm
+            ${{ github.workspace }}/.next/cache
+          key: ${{ runner.os }}-${{ hashFiles('**/package-lock.json') }}-${{ hashFiles('**.[jt]s', '**.[jt]sx') }}
+          restore-keys: |
+            ${{ runner.os }}-${{ hashFiles('**/package-lock.json') }}-
+      - name: Check if package-lock.json is up to date
+        run: |
+          npx --yes package-lock-utd@1.1.0
+      - name: Generate AWS profile
+        run: |
+          mkdir ~/.aws
+          cat >> ~/.aws/credentials << EOF
+          [$AWS_PROFILE]
+          aws_access_key_id = $AWS_ACCESS_KEY_ID
+          aws_secret_access_key = $AWS_SECRET_ACCESS_KEY
+          EOF
+      - name: Run deploy shell script
+        run: |
+          npm ci
+          npm run build
+          bash deploy.sh
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
new file mode 100644
index 0000000..cceffac
--- /dev/null
+++ b/.github/workflows/lint.yml
@@ -0,0 +1,60 @@
+name: lint
+
+on:
+  pull_request:
+  push:
+    branches:
+      - main
+
+jobs:
+  frontend:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        node-version: ['20']
+        python-version: ['3.12']
+    steps:
+      - name: Checkout repo
+        uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Set up Node ${{ matrix.node-version }}.x
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+      - name: Check if package-lock.json is up to date
+        run: |
+          npx --yes package-lock-utd@1.1.0
+      - name: Lint frontend code with ESLint
+        run: |
+          curl -sSL https://install.python-poetry.org | python3 -
+          npm ci
+          npm run lint-frontend
+
+  backend:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        node-version: ['20']
+        python-version: ['3.12']
+    steps:
+      - name: Checkout repo
+        uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Set up Node ${{ matrix.node-version }}.x
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+      - name: Check if package-lock.json is up to date
+        run: |
+          npx --yes package-lock-utd@1.1.0
+      - name: Lint backend code with Flake8
+        run: |
+          curl -sSL https://install.python-poetry.org | python3 -
+          npm ci
+          npm run lint-backend
diff --git a/.gitignore b/.gitignore
index 7ceb59f..1c47216 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,6 +11,11 @@ node_modules
 dist
 dist-ssr
 *.local
+*.pyc
+server/**/__pycache__
+requirements.txt
+server/cfn/*
+server/.chalice/deployments/*
 
 # Editor directories and files
 .vscode/*
@@ -23,3 +28,4 @@ dist-ssr
 *.sln
 *.sw?
 .env
+.envrc
diff --git a/.nvmrc b/.nvmrc
new file mode 100644
index 0000000..2edeafb
--- /dev/null
+++ b/.nvmrc
@@ -0,0 +1 @@
+20
\ No newline at end of file
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
new file mode 100644
index 0000000..ad84f89
--- /dev/null
+++ b/.vscode/extensions.json
@@ -0,0 +1,7 @@
+{
+  "recommendations": [
+    "dbaeumer.vscode-eslint",
+    "esbenp.prettier-vscode",
+    "bradlc.vscode-tailwindcss"
+  ]
+}
diff --git a/README.md b/README.md
index 56894ec..c14af67 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,17 @@
 # Pride Bus Tracker
 
 - Tracks the MBTA Pride bus #1833
+
+## Requirements to develop locally
+
+- node 20.x and npm 10+ required
+  - With `nvm` installed, use `nvm install && nvm use`
+  - verify with `node -v`
+- Python 3.12 with recent poetry (1.7.0 or later)
+  - Verify with `python --version && poetry --version`
+  - `poetry self update` to update poetry
+  - If using `pyenv`, `pyenv install 3.12.0`
+
+## Support TransitMatters
+
+If you've found this app helpful or interesting, please consider [donating](https://transitmatters.org/donate) to TransitMatters to help support our mission to provide data-driven advocacy for a more reliable, sustainable, and equitable transit system in Metropolitan Boston.
diff --git a/deploy.sh b/deploy.sh
new file mode 100755
index 0000000..04ac600
--- /dev/null
+++ b/deploy.sh
@@ -0,0 +1,60 @@
+#!/bin/bash -x
+
+set -e
+
+export AWS_PROFILE=transitmatters
+export AWS_REGION=us-east-1
+export AWS_DEFAULT_REGION=us-east-1
+export AWS_PAGER=""
+
+if [[ -z "$DD_API_KEY" || -z "$TM_LABS_WILDCARD_CERT_ARN" || -z "$MBTA_V3_API_KEY" ]]; then
+    echo "Must provide DD_API_KEY, TM_LABS_WILDCARD_CERT_ARN and MBTA_V3_API_KEY in environment" 1>&2
+    exit 1
+fi
+
+STACK_NAME=pride-bus
+CHALICE_STAGE=production
+
+FRONTEND_HOSTNAME="pride-bus.labs.transitmatters.org"
+FRONTEND_ZONE="labs.transitmatters.org"
+FRONTEND_BUCKET="$FRONTEND_HOSTNAME"
+FRONTEND_CERT_ARN="$TM_LABS_WILDCARD_CERT_ARN"
+
+BACKEND_HOSTNAME="pride-bus-api.labs.transitmatters.org"
+BACKEND_ZONE="labs.transitmatters.org"
+BACKEND_BUCKET=pride-bus-backend
+BACKEND_CERT_ARN="$TM_LABS_WILDCARD_CERT_ARN"
+
+# Identify the version and commit of the current deploy
+GIT_VERSION=`git describe --tags --always`
+GIT_SHA=`git rev-parse HEAD`
+echo "Deploying version $GIT_VERSION | $GIT_SHA"
+
+# Adding some datadog tags to get better data
+DD_TAGS="git.commit.sha:$GIT_SHA,git.repository_url:github.com/transitmatters/pride-bus"
+
+npm run build
+
+# Deploy to cloudformation
+pushd server/ > /dev/null
+poetry export --without-hashes --output requirements.txt
+poetry run chalice package --stage $CHALICE_STAGE --merge-template cloudformation.json cfn/
+aws cloudformation package --template-file cfn/sam.json --s3-bucket $BACKEND_BUCKET --output-template-file cfn/packaged.yaml
+aws cloudformation deploy --template-file cfn/packaged.yaml --stack-name $STACK_NAME --capabilities CAPABILITY_IAM --no-fail-on-empty-changeset --parameter-overrides \
+    TMFrontendHostname=$FRONTEND_HOSTNAME \
+    TMFrontendZone=$FRONTEND_ZONE \
+    TMFrontendCertArn=$FRONTEND_CERT_ARN \
+    TMBackendCertArn=$BACKEND_CERT_ARN \
+    TMBackendHostname=$BACKEND_HOSTNAME \
+    TMBackendZone=$BACKEND_ZONE \
+    MbtaV3ApiKey=$MBTA_V3_API_KEY \
+    DDApiKey=$DD_API_KEY \
+    GitVersion=$GIT_VERSION \
+    DDTags=$DD_TAGS
+
+popd > /dev/null
+aws s3 sync dist/ s3://$FRONTEND_BUCKET
+
+# Grab the cloudfront ID and invalidate its cache
+CLOUDFRONT_ID=$(aws cloudfront list-distributions --query "DistributionList.Items[?Aliases.Items!=null] | [?contains(Aliases.Items, '$FRONTEND_HOSTNAME')].Id | [0]" --output text)
+aws cloudfront create-invalidation --distribution-id $CLOUDFRONT_ID --paths "/*"
diff --git a/package-lock.json b/package-lock.json
index 657aace..dca9517 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,23 +1,21 @@
 {
   "name": "pride-bus",
-  "version": "0.0.0",
+  "version": "0.0.1",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "pride-bus",
-      "version": "0.0.0",
+      "version": "0.0.1",
+      "hasInstallScript": true,
       "dependencies": {
         "@heroicons/react": "^2.1.3",
         "@mapbox/polyline": "^1.2.1",
         "@tanstack/react-query": "^5.40.0",
         "@types/react-scroll": "^1.8.10",
-        "dotenv": "^16.4.5",
-        "express": "^4.19.2",
         "leaflet": "^1.9.4",
         "leaflet-hotline": "^0.4.0",
         "leaflet-hotline-react": "^1.0.0",
-        "nodemon": "^3.1.2",
         "react": "^18.3.1",
         "react-dom": "^18.3.1",
         "react-leaflet": "^4.2.1",
@@ -28,19 +26,30 @@
       },
       "devDependencies": {
         "@types/leaflet": "^1.9.12",
-        "@types/react": "^18.2.66",
-        "@types/react-dom": "^18.2.22",
-        "@typescript-eslint/eslint-plugin": "^7.2.0",
-        "@typescript-eslint/parser": "^7.2.0",
-        "@vitejs/plugin-react": "^4.2.1",
+        "@types/node": "^20.14.0",
+        "@types/react": "^18.3.3",
+        "@types/react-dom": "^18.3.0",
+        "@typescript-eslint/eslint-plugin": "^7.12.0",
+        "@typescript-eslint/parser": "^7.12.0",
+        "@vitejs/plugin-react": "^4.3.0",
         "autoprefixer": "^10.4.19",
+        "concurrently": "^8.2.2",
         "eslint": "^8.57.0",
-        "eslint-plugin-react-hooks": "^4.6.0",
-        "eslint-plugin-react-refresh": "^0.4.6",
+        "eslint-config-prettier": "^9.1.0",
+        "eslint-plugin-import": "^2.29.1",
+        "eslint-plugin-prettier": "^5.1.3",
+        "eslint-plugin-react": "^7.34.2",
+        "eslint-plugin-react-hooks": "^4.6.2",
+        "eslint-plugin-react-refresh": "^0.4.7",
         "postcss": "^8.4.38",
+        "prettier": "3.3.0",
         "tailwindcss": "^3.4.3",
-        "typescript": "^5.2.2",
-        "vite": "^5.2.0"
+        "typescript": "^5.4.5",
+        "vite": "^5.2.12"
+      },
+      "engines": {
+        "node": ">=20.10.0",
+        "npm": ">=10.0.0"
       }
     },
     "node_modules/@alloc/quick-lru": {
@@ -361,6 +370,18 @@
         "@babel/core": "^7.0.0-0"
       }
     },
+    "node_modules/@babel/runtime": {
+      "version": "7.24.6",
+      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.24.6.tgz",
+      "integrity": "sha512-Ja18XcETdEl5mzzACGd+DKgaGJzPTCow7EglgwTmHdwokzDFYh/MHua6lU6DV/hjF2IaOJ4oX2nqnjG7RElKOw==",
+      "dev": true,
+      "dependencies": {
+        "regenerator-runtime": "^0.14.0"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
     "node_modules/@babel/template": {
       "version": "7.24.6",
       "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.24.6.tgz",
@@ -1082,6 +1103,18 @@
         "node": ">=14"
       }
     },
+    "node_modules/@pkgr/core": {
+      "version": "0.1.1",
+      "resolved": "https://registry.npmjs.org/@pkgr/core/-/core-0.1.1.tgz",
+      "integrity": "sha512-cq8o4cWH0ibXh9VGi5P20Tu9XF/0fFXl9EUinr9QfTM7a7p0oTA4iJRCQWppXR1Pg8dSM0UCItCkPwsk9qWWYA==",
+      "dev": true,
+      "engines": {
+        "node": "^12.20.0 || ^14.18.0 || >=16.0.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/unts"
+      }
+    },
     "node_modules/@react-leaflet/core": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/@react-leaflet/core/-/core-2.1.0.tgz",
@@ -1376,6 +1409,12 @@
       "resolved": "https://registry.npmjs.org/@types/geojson/-/geojson-7946.0.14.tgz",
       "integrity": "sha512-WCfD5Ht3ZesJUsONdhvm84dmzWOiOzOAqOncN0++w0lBw1o8OuDNJF2McvvCef/yBqb/HYRahp1BYtODFQ8bRg=="
     },
+    "node_modules/@types/json5": {
+      "version": "0.0.29",
+      "resolved": "https://registry.npmjs.org/@types/json5/-/json5-0.0.29.tgz",
+      "integrity": "sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==",
+      "dev": true
+    },
     "node_modules/@types/leaflet": {
       "version": "1.9.12",
       "resolved": "https://registry.npmjs.org/@types/leaflet/-/leaflet-1.9.12.tgz",
@@ -1389,6 +1428,15 @@
       "resolved": "https://registry.npmjs.org/@types/minimist/-/minimist-1.2.5.tgz",
       "integrity": "sha512-hov8bUuiLiyFPGyFPE1lwWhmzYbirOXQNNo40+y3zow8aFVTeyn3VWL0VFFfdNddA8S4Vf0Tc062rzyNr7Paag=="
     },
+    "node_modules/@types/node": {
+      "version": "20.14.0",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.14.0.tgz",
+      "integrity": "sha512-5cHBxFGJx6L4s56Bubp4fglrEpmyJypsqI6RgzMfBHWUJQGWAAi8cWcgetEbZXHYXo9C2Fa4EEds/uSyS4cxmA==",
+      "dev": true,
+      "dependencies": {
+        "undici-types": "~5.26.4"
+      }
+    },
     "node_modules/@types/normalize-package-data": {
       "version": "2.4.4",
       "resolved": "https://registry.npmjs.org/@types/normalize-package-data/-/normalize-package-data-2.4.4.tgz",
@@ -1426,16 +1474,16 @@
       }
     },
     "node_modules/@typescript-eslint/eslint-plugin": {
-      "version": "7.11.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-7.11.0.tgz",
-      "integrity": "sha512-P+qEahbgeHW4JQ/87FuItjBj8O3MYv5gELDzr8QaQ7fsll1gSMTYb6j87MYyxwf3DtD7uGFB9ShwgmCJB5KmaQ==",
+      "version": "7.12.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-7.12.0.tgz",
+      "integrity": "sha512-7F91fcbuDf/d3S8o21+r3ZncGIke/+eWk0EpO21LXhDfLahriZF9CGj4fbAetEjlaBdjdSm9a6VeXbpbT6Z40Q==",
       "dev": true,
       "dependencies": {
         "@eslint-community/regexpp": "^4.10.0",
-        "@typescript-eslint/scope-manager": "7.11.0",
-        "@typescript-eslint/type-utils": "7.11.0",
-        "@typescript-eslint/utils": "7.11.0",
-        "@typescript-eslint/visitor-keys": "7.11.0",
+        "@typescript-eslint/scope-manager": "7.12.0",
+        "@typescript-eslint/type-utils": "7.12.0",
+        "@typescript-eslint/utils": "7.12.0",
+        "@typescript-eslint/visitor-keys": "7.12.0",
         "graphemer": "^1.4.0",
         "ignore": "^5.3.1",
         "natural-compare": "^1.4.0",
@@ -1459,15 +1507,15 @@
       }
     },
     "node_modules/@typescript-eslint/parser": {
-      "version": "7.11.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-7.11.0.tgz",
-      "integrity": "sha512-yimw99teuaXVWsBcPO1Ais02kwJ1jmNA1KxE7ng0aT7ndr1pT1wqj0OJnsYVGKKlc4QJai86l/025L6z8CljOg==",
+      "version": "7.12.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-7.12.0.tgz",
+      "integrity": "sha512-dm/J2UDY3oV3TKius2OUZIFHsomQmpHtsV0FTh1WO8EKgHLQ1QCADUqscPgTpU+ih1e21FQSRjXckHn3txn6kQ==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/scope-manager": "7.11.0",
-        "@typescript-eslint/types": "7.11.0",
-        "@typescript-eslint/typescript-estree": "7.11.0",
-        "@typescript-eslint/visitor-keys": "7.11.0",
+        "@typescript-eslint/scope-manager": "7.12.0",
+        "@typescript-eslint/types": "7.12.0",
+        "@typescript-eslint/typescript-estree": "7.12.0",
+        "@typescript-eslint/visitor-keys": "7.12.0",
         "debug": "^4.3.4"
       },
       "engines": {
@@ -1487,13 +1535,13 @@
       }
     },
     "node_modules/@typescript-eslint/scope-manager": {
-      "version": "7.11.0",
-      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-7.11.0.tgz",
-      "integrity": "sha512-27tGdVEiutD4POirLZX4YzT180vevUURJl4wJGmm6TrQoiYwuxTIY98PBp6L2oN+JQxzE0URvYlzJaBHIekXAw==",
+      "version": "7.12.0",
+      "resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-7.12.0.tgz",
+      "integrity": "sha512-itF1pTnN6F3unPak+kutH9raIkL3lhH1YRPGgt7QQOh43DQKVJXmWkpb+vpc/TiDHs6RSd9CTbDsc/Y+Ygq7kg==",
       "dev": true,
       "dependencies": {
-        "@typescript-eslint/types": "7.11.0",
-        "@typescript-eslint/visitor-keys": "7.11.0"
+        "@typescript-eslint/types": "7.12.0",
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@@ -5246,16 +6471,77 @@
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+      "funding": {
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+      }
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+      },
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+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/typed-array-length": {
+      "version": "1.0.6",
+      "resolved": "https://registry.npmjs.org/typed-array-length/-/typed-array-length-1.0.6.tgz",
+      "integrity": "sha512-/OxDN6OtAk5KBpGb28T+HZc2M+ADtvRxXrKKbUwtsLgdoxgX13hyy7ek6bFRl5+aBs2yZzB0c4CnQfAtVypW/g==",
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-        "mime-types": "~2.1.24"
+        "call-bind": "^1.0.7",
+        "for-each": "^0.3.3",
+        "gopd": "^1.0.1",
+        "has-proto": "^1.0.3",
+        "is-typed-array": "^1.1.13",
+        "possible-typed-array-names": "^1.0.0"
       },
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-        "node": ">= 0.6"
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
       }
     },
     "node_modules/typescript": {
@@ -5271,19 +6557,27 @@
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-    },
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-      "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
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-      "engines": {
-        "node": ">= 0.8"
+    "node_modules/unbox-primitive": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/unbox-primitive/-/unbox-primitive-1.0.2.tgz",
+      "integrity": "sha512-61pPlCD9h51VoreyJ0BReideM3MDKMKnh6+V9L08331ipq6Q8OFXZYiqP6n/tbHx4s5I9uRhcye6BrbkizkBDw==",
+      "dev": true,
+      "dependencies": {
+        "call-bind": "^1.0.2",
+        "has-bigints": "^1.0.2",
+        "has-symbols": "^1.0.3",
+        "which-boxed-primitive": "^1.0.2"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/undici-types": {
+      "version": "5.26.5",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
+      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==",
+      "dev": true
+    },
     "node_modules/update-browserslist-db": {
       "version": "1.0.16",
       "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.0.16.tgz",
@@ -5329,14 +6623,6 @@
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       "dev": true
     },
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-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
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     "node_modules/validate-npm-package-license": {
       "version": "3.0.4",
       "resolved": "https://registry.npmjs.org/validate-npm-package-license/-/validate-npm-package-license-3.0.4.tgz",
@@ -5346,14 +6632,6 @@
         "spdx-expression-parse": "^3.0.0"
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-    "node_modules/vary": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
-      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==",
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-    },
     "node_modules/vite": {
       "version": "5.2.12",
       "resolved": "https://registry.npmjs.org/vite/-/vite-5.2.12.tgz",
@@ -5432,6 +6710,85 @@
         "node": ">= 8"
       }
     },
+    "node_modules/which-boxed-primitive": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz",
+      "integrity": "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==",
+      "dev": true,
+      "dependencies": {
+        "is-bigint": "^1.0.1",
+        "is-boolean-object": "^1.1.0",
+        "is-number-object": "^1.0.4",
+        "is-string": "^1.0.5",
+        "is-symbol": "^1.0.3"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/which-builtin-type": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.1.3.tgz",
+      "integrity": "sha512-YmjsSMDBYsM1CaFiayOVT06+KJeXf0o5M/CAd4o1lTadFAtacTUM49zoYxr/oroopFDfhvN6iEcBxUyc3gvKmw==",
+      "dev": true,
+      "dependencies": {
+        "function.prototype.name": "^1.1.5",
+        "has-tostringtag": "^1.0.0",
+        "is-async-function": "^2.0.0",
+        "is-date-object": "^1.0.5",
+        "is-finalizationregistry": "^1.0.2",
+        "is-generator-function": "^1.0.10",
+        "is-regex": "^1.1.4",
+        "is-weakref": "^1.0.2",
+        "isarray": "^2.0.5",
+        "which-boxed-primitive": "^1.0.2",
+        "which-collection": "^1.0.1",
+        "which-typed-array": "^1.1.9"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/which-collection": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz",
+      "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==",
+      "dev": true,
+      "dependencies": {
+        "is-map": "^2.0.3",
+        "is-set": "^2.0.3",
+        "is-weakmap": "^2.0.2",
+        "is-weakset": "^2.0.3"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/which-typed-array": {
+      "version": "1.1.15",
+      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.15.tgz",
+      "integrity": "sha512-oV0jmFtUky6CXfkqehVvBP/LSWJ2sy4vWMioiENyJLePrBO/yKyV9OyJySfAKosh+RYkIl5zJCNZ8/4JncrpdA==",
+      "dev": true,
+      "dependencies": {
+        "available-typed-arrays": "^1.0.7",
+        "call-bind": "^1.0.7",
+        "for-each": "^0.3.3",
+        "gopd": "^1.0.1",
+        "has-tostringtag": "^1.0.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/word-wrap": {
       "version": "1.2.5",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
@@ -5574,6 +6931,15 @@
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       "dev": true
     },
+    "node_modules/y18n": {
+      "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/yallist": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
@@ -5592,6 +6958,24 @@
         "node": ">= 14"
       }
     },
+    "node_modules/yargs": {
+      "version": "17.7.2",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
+      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
+      "dev": true,
+      "dependencies": {
+        "cliui": "^8.0.1",
+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
+        "require-directory": "^2.1.1",
+        "string-width": "^4.2.3",
+        "y18n": "^5.0.5",
+        "yargs-parser": "^21.1.1"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/yargs-parser": {
       "version": "20.2.9",
       "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
@@ -5600,6 +6984,35 @@
         "node": ">=10"
       }
     },
+    "node_modules/yargs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+      "dev": true
+    },
+    "node_modules/yargs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dev": true,
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/yargs-parser": {
+      "version": "21.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
+      "dev": true,
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
diff --git a/package.json b/package.json
index 0c1a8a6..98d0ca6 100644
--- a/package.json
+++ b/package.json
@@ -1,26 +1,31 @@
 {
   "name": "pride-bus",
   "private": true,
-  "version": "0.0.0",
+  "version": "0.0.1",
   "type": "module",
   "scripts": {
-    "start": "NODE_ENV=production node server.js",
-    "dev": "nodemon --env-file=.env server.js -w server.js -w src ",
+    "start": "concurrently npm:start-python npm:dev",
+    "start-python": "cd server && poetry run chalice local --port=5000",
+    "dev": "vite",
     "build": "tsc && vite build",
-    "lint": "eslint . --ext ts,tsx --report-unused-disable-directives --max-warnings 0",
+    "lint-frontend": "eslint . --ext ts,tsx --report-unused-disable-directives --max-warnings 15",
+    "lint-backend": "cd server && poetry run flake8 && poetry run black . --check",
+    "lint": "concurrently npm:lint-frontend npm:lint-backend",
+    "postinstall": "cd server && poetry install",
     "preview": "vite preview"
   },
+  "engines": {
+    "node": ">=20.10.0",
+    "npm": ">=10.0.0"
+  },
   "dependencies": {
     "@heroicons/react": "^2.1.3",
     "@mapbox/polyline": "^1.2.1",
     "@tanstack/react-query": "^5.40.0",
     "@types/react-scroll": "^1.8.10",
-    "dotenv": "^16.4.5",
-    "express": "^4.19.2",
     "leaflet": "^1.9.4",
     "leaflet-hotline": "^0.4.0",
     "leaflet-hotline-react": "^1.0.0",
-    "nodemon": "^3.1.2",
     "react": "^18.3.1",
     "react-dom": "^18.3.1",
     "react-leaflet": "^4.2.1",
@@ -31,18 +36,25 @@
   },
   "devDependencies": {
     "@types/leaflet": "^1.9.12",
-    "@types/react": "^18.2.66",
-    "@types/react-dom": "^18.2.22",
-    "@typescript-eslint/eslint-plugin": "^7.2.0",
-    "@typescript-eslint/parser": "^7.2.0",
-    "@vitejs/plugin-react": "^4.2.1",
+    "@types/node": "^20.14.0",
+    "@types/react": "^18.3.3",
+    "@types/react-dom": "^18.3.0",
+    "@typescript-eslint/eslint-plugin": "^7.12.0",
+    "@typescript-eslint/parser": "^7.12.0",
+    "@vitejs/plugin-react": "^4.3.0",
     "autoprefixer": "^10.4.19",
+    "concurrently": "^8.2.2",
     "eslint": "^8.57.0",
-    "eslint-plugin-react-hooks": "^4.6.0",
-    "eslint-plugin-react-refresh": "^0.4.6",
+    "eslint-config-prettier": "^9.1.0",
+    "eslint-plugin-import": "^2.29.1",
+    "eslint-plugin-prettier": "^5.1.3",
+    "eslint-plugin-react": "^7.34.2",
+    "eslint-plugin-react-hooks": "^4.6.2",
+    "eslint-plugin-react-refresh": "^0.4.7",
     "postcss": "^8.4.38",
+    "prettier": "3.3.0",
     "tailwindcss": "^3.4.3",
-    "typescript": "^5.2.2",
-    "vite": "^5.2.0"
+    "typescript": "^5.4.5",
+    "vite": "^5.2.12"
   }
 }
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..3d99333
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1125 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "ansicon"
+version = "1.89.0"
+description = "Python wrapper for loading Jason Hood's ANSICON"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ansicon-1.89.0-py2.py3-none-any.whl", hash = "sha256:f1def52d17f65c2c9682cf8370c03f541f410c1752d6a14029f97318e4b9dfec"},
+    {file = "ansicon-1.89.0.tar.gz", hash = "sha256:e4d039def5768a47e4afec8e89e83ec3ae5a26bf00ad851f914d1240b444d2b1"},
+]
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
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+]
+
+[[package]]
+name = "xmltodict"
+version = "0.13.0"
+description = "Makes working with XML feel like you are working with JSON"
+optional = false
+python-versions = ">=3.4"
+files = [
+    {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
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+]
+
+[[package]]
+name = "zipp"
+version = "3.19.1"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"},
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+]
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "~3.12"
+content-hash = "3ec648792054bb935d0db39ff0d103f24904bbd47f39a3e3bdb23606c338fe86"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..4de171c
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,27 @@
+[tool.poetry]
+name = "pride-bus"
+version = "1.0.0"
+description = "API handler for the finding the pride bus"
+authors = ["TransitMatters Labs Team"]
+license = "MIT"
+
+[tool.poetry.dependencies]
+python = "~3.12"
+requests = "2.32.0"
+boto3 = "^1.34.118"
+datadog_lambda = "5.94.0"
+ddtrace = "2.8.5"
+
+[tool.poetry.dev-dependencies]
+pip = ">=23.3"
+chalice = "1.31.1"
+flake8 = "^7.0.0"
+black = "^24.4.2"
+
+[tool.black]
+line-length = 120
+target-version = ['py312']
+
+[build-system]
+requires = ["poetry-core>=1.7.0"]
+build-backend = "poetry.core.masonry.api"
\ No newline at end of file
diff --git a/server.js b/server.js
deleted file mode 100644
index 3d99970..0000000
--- a/server.js
+++ /dev/null
@@ -1,39 +0,0 @@
-import express from "express";
-import ViteExpress from "vite-express";
-
-const BASE_URL = "https://api-v3.mbta.com";
-const ENDPOINTS = {
-  bus: (__, key) => `/vehicles/y1833?api_key=${key}`,
-  shape: (id, key) => `/shapes/${id}?api_key=${key}`,
-  trip: (id, key) => `/trips/${id}?api_key=${key}`,
-  route: (id, key) => `/routes/${id}?api_key=${key}`,
-  stop: (id, key) => `/stops/${id}?api_key=${key}`,
-};
-
-const app = express();
-
-app.get("/api/:url/:id?", async (req, res) => {
-  try {
-    const { url, id } = req.params;
-    const apiKey = process.env.MBTA_V3_API_KEY;
-    const endpoint = ENDPOINTS[url];
-
-    if (!endpoint) {
-      return res.status(404).send({ error: "Invalid API endpoint" });
-    }
-
-    const response = await fetch(BASE_URL + endpoint(id, apiKey));
-
-    if (response.ok) {
-      const data = await response.json();
-      res.json(data);
-    } else {
-      res.status(response.status).send({ error: "Failed to fetch data" });
-    }
-  } catch (error) {
-    console.error(error);
-    res.status(500).send({ error: "Internal Server Error" });
-  }
-});
-
-ViteExpress.listen(app, 3000, () => console.log("Server is listening..."));
diff --git a/server/.chalice/config.json b/server/.chalice/config.json
new file mode 100644
index 0000000..83102cf
--- /dev/null
+++ b/server/.chalice/config.json
@@ -0,0 +1,36 @@
+{
+  "version": "2.0",
+  "app_name": "pride-bus",
+  "api_gateway_endpoint_type": "REGIONAL",
+  "minimum_compression_size": 1000,
+  "lambda_timeout": 30,
+  "lambda_memory_size": 256,
+  "layers": [
+    "arn:aws:lambda:us-east-1:464622532012:layer:Datadog-Extension:58"
+  ],
+  "stages": {
+    "production": {
+      "api_gateway_stage": "production",
+      "autogen_policy": false,
+      "iam_policy_file": "policy.json",
+      "environment_variables": {
+        "DD_LAMBDA_HANDLER": "app.app",
+        "DD_SERVICE": "pride-bus",
+        "DD_SITE": "datadoghq.com",
+        "DD_TRACE_ENABLED": "true",
+        "DD_PROFILING_ENABLED": "true",
+        "DD_ENV": "prod",
+        "TM_CORS_HOST": "pride-bus.labs.transitmatters.org"
+      },
+      "tags": {
+        "service": "pride-bus",
+        "env": "prod"
+      },
+      "api_gateway_custom_domain": {
+        "domain_name": "pride-bus-api.labs.transitmatters.org",
+        "tls_version": "TLS_1_2",
+        "certificate_arn": ""
+      }
+    }
+  }
+}
diff --git a/server/.chalice/policy.json b/server/.chalice/policy.json
new file mode 100644
index 0000000..b2124e7
--- /dev/null
+++ b/server/.chalice/policy.json
@@ -0,0 +1,14 @@
+{
+  "Version": "2012-10-17",
+  "Statement": [
+    {
+      "Action": [
+        "logs:CreateLogGroup",
+        "logs:CreateLogStream",
+        "logs:PutLogEvents"
+      ],
+      "Effect": "Allow",
+      "Resource": "arn:*:logs:*:*:*"
+    }
+  ]
+}
diff --git a/server/app.py b/server/app.py
new file mode 100644
index 0000000..848ba6d
--- /dev/null
+++ b/server/app.py
@@ -0,0 +1,58 @@
+from zoneinfo import ZoneInfo
+import json
+import os
+from chalice import Chalice, CORSConfig, ConvertToMiddleware, Response
+from datadog_lambda.wrapper import datadog_lambda_wrapper
+import requests
+
+EASTERN_TIME = ZoneInfo("US/Eastern")
+
+app = Chalice(app_name="pride-bus")
+
+localhost = "localhost:3000"
+TM_CORS_HOST = os.environ.get("TM_CORS_HOST", localhost)
+
+if TM_CORS_HOST != localhost:
+    app.register_middleware(ConvertToMiddleware(datadog_lambda_wrapper))
+    cors_config = CORSConfig(allow_origin=f"https://{TM_CORS_HOST}", max_age=3600)
+else:
+    cors_config = CORSConfig(allow_origin="*", max_age=3600)
+
+MBTA_V3_API_KEY = os.environ.get("MBTA_V3_API_KEY")
+
+BASE_URL = "https://api-v3.mbta.com"
+ENDPOINTS = {
+    "bus": "/vehicles/y1833?api_key={api_key}",
+    "shape": "/shapes/{id}?api_key={api_key}",
+    "trip": "/trips/{id}?api_key={api_key}",
+    "route": "/routes/{id}?api_key={api_key}",
+    "stop": "/stops/{id}?api_key={api_key}",
+}
+
+
+@app.route("/api/{endpoint}", cors=cors_config)
+def api_bus(endpoint: str):
+    if not MBTA_V3_API_KEY:
+        return Response(body=json.dumps({"error": "API key not set"}), status_code=500)
+
+    url = BASE_URL + ENDPOINTS[endpoint].format(api_key=MBTA_V3_API_KEY)
+    response = requests.get(url)
+    return Response(
+        body=response.text,
+        status_code=response.status_code,
+        headers={"Content-Type": "application/json"},
+    )
+
+
+@app.route("/api/{endpoint}/{id}", cors=cors_config)
+def api(endpoint: str, id: str):
+    if not MBTA_V3_API_KEY:
+        return Response(body=json.dumps({"error": "API key not set"}), status_code=500)
+
+    url = BASE_URL + ENDPOINTS[endpoint].format(api_key=MBTA_V3_API_KEY, id=id)
+    response = requests.get(url)
+    return Response(
+        body=response.text,
+        status_code=response.status_code,
+        headers={"Content-Type": "application/json"},
+    )
diff --git a/server/cloudformation.json b/server/cloudformation.json
new file mode 100644
index 0000000..b7a62df
--- /dev/null
+++ b/server/cloudformation.json
@@ -0,0 +1,228 @@
+{
+  "Parameters": {
+    "TMFrontendHostname": {
+      "Type": "String",
+      "Default": "pride-bus.labs.transitmatters.org",
+      "AllowedValues": [
+        "pride-bus.transitmatters.org",
+        "pride-bus.labs.transitmatters.org"
+      ],
+      "Description": "The frontend hostname for the pride bus tracker"
+    },
+    "TMFrontendZone": {
+      "Type": "String",
+      "Default": "labs.transitmatters.org",
+      "AllowedPattern": "^labs\\.transitmatters\\.org$",
+      "Description": "The frontend's DNS zone file name. Most likely labs.transitmatters.org."
+    },
+    "TMBackendZone": {
+      "Type": "String",
+      "Default": "labs.transitmatters.org",
+      "AllowedPattern": "^labs\\.transitmatters\\.org$",
+      "Description": "The backend's DNS zone file name. Most likely labs.transitmatters.org."
+    },
+    "TMFrontendCertArn": {
+      "Type": "String",
+      "Description": "The ACM ARN of the frontend certificate for mbtahutdowns.info."
+    },
+    "TMBackendHostname": {
+      "Type": "String",
+      "Default": "pride-bus-api.labs.transitmatters.org",
+      "AllowedPattern": "^.*\\.labs\\.transitmatters\\.org$",
+      "Description": "The backend api hostname for the pride bus tracker"
+    },
+    "TMBackendCertArn": {
+      "Type": "String",
+      "Description": "The ACM ARN of the backend certificate."
+    },
+    "MbtaV3ApiKey": {
+      "Type": "String",
+      "Description": "MBTA V3 API key."
+    },
+    "DDApiKey": {
+      "Type": "String",
+      "Description": "Datadog API key."
+    },
+    "DDTags": {
+      "Type": "String",
+      "Description": "Additional Datadog Tags"
+    },
+    "GitVersion": {
+      "Type": "String",
+      "Description": "Current Git Id"
+    }
+  },
+  "Resources": {
+    "ApiGatewayCustomDomain": {
+      "Properties": {
+        "RegionalCertificateArn": { "Ref": "TMBackendCertArn" }
+      }
+    },
+    "FrontendDNSRecordSet": {
+      "Type": "AWS::Route53::RecordSet",
+      "Properties": {
+        "Name": { "Ref": "TMFrontendHostname" },
+        "HostedZoneName": { "Fn::Sub": "${TMFrontendZone}." },
+        "AliasTarget": {
+          "HostedZoneId": "Z2FDTNDATAQYW2",
+          "DNSName": {
+            "Fn::GetAtt": ["FrontendCloudFront", "DomainName"]
+          }
+        },
+        "Type": "A"
+      }
+    },
+    "BackendDNSRecordSet": {
+      "Type": "AWS::Route53::RecordSet",
+      "Properties": {
+        "Name": { "Ref": "TMBackendHostname" },
+        "HostedZoneName": { "Fn::Sub": "${TMBackendZone}." },
+        "AliasTarget": {
+          "HostedZoneId": {
+            "Fn::GetAtt": ["ApiGatewayCustomDomain", "RegionalHostedZoneId"]
+          },
+          "DNSName": {
+            "Fn::GetAtt": ["ApiGatewayCustomDomain", "RegionalDomainName"]
+          }
+        },
+        "Type": "A"
+      }
+    },
+    "APIHandler": {
+      "Properties": {
+        "Description": "Pride Bus Tracker Backend",
+        "Handler": "datadog_lambda.handler.handler",
+        "Environment": {
+          "Variables": {
+            "MBTA_V3_API_KEY": { "Ref": "MbtaV3ApiKey" },
+            "DD_API_KEY": { "Ref": "DDApiKey" },
+            "DD_VERSION": { "Ref": "GitVersion" },
+            "DD_TAGS": { "Ref": "DDTags" }
+          }
+        }
+      }
+    },
+    "FrontendBucket": {
+      "Type": "AWS::S3::Bucket",
+      "Properties": {
+        "PublicAccessBlockConfiguration": {
+          "BlockPublicPolicy": false,
+          "RestrictPublicBuckets": false
+        },
+        "BucketName": { "Ref": "TMFrontendHostname" },
+        "WebsiteConfiguration": {
+          "IndexDocument": "index.html",
+          "ErrorDocument": "index.html"
+        },
+        "Tags": [
+          {
+            "Key": "service",
+            "Value": "pride-bus"
+          }
+        ]
+      }
+    },
+    "FrontendBucketPolicy": {
+      "Type": "AWS::S3::BucketPolicy",
+      "Properties": {
+        "Bucket": { "Ref": "FrontendBucket" },
+        "PolicyDocument": {
+          "Version": "2012-10-17",
+          "Statement": [
+            {
+              "Sid": "PublicReadForGetBucketObjects",
+              "Effect": "Allow",
+              "Principal": "*",
+              "Action": "s3:GetObject",
+              "Resource": {
+                "Fn::Join": [
+                  "",
+                  [{ "Fn::GetAtt": ["FrontendBucket", "Arn"] }, "/*"]
+                ]
+              }
+            }
+          ]
+        }
+      }
+    },
+    "ApiGatewayCustomDomainMapping": {
+      "Type": "AWS::ApiGateway::BasePathMapping",
+      "Properties": {
+        "RestApiId": { "Ref": "RestAPI" },
+        "Stage": { "Ref": "RestAPI.Stage" }
+      }
+    },
+    "RestAPI": {
+      "Properties": {
+        "DefinitionBody": {
+          "info": {
+            "title": { "Ref": "TMBackendHostname" }
+          }
+        }
+      }
+    },
+    "FrontendCloudFront": {
+      "Type": "AWS::CloudFront::Distribution",
+      "Properties": {
+        "DistributionConfig": {
+          "Aliases": [{ "Ref": "TMFrontendHostname" }],
+          "Enabled": "true",
+          "DefaultCacheBehavior": {
+            "Compress": true,
+            "ForwardedValues": {
+              "QueryString": "false"
+            },
+            "TargetOriginId": "only-origin",
+            "ViewerProtocolPolicy": "redirect-to-https"
+          },
+          "DefaultRootObject": "index.html",
+          "Origins": [
+            {
+              "CustomOriginConfig": {
+                "HTTPPort": "80",
+                "HTTPSPort": "443",
+                "OriginProtocolPolicy": "http-only"
+              },
+              "DomainName": {
+                "Fn::Join": [
+                  "",
+                  [
+                    { "Ref": "TMFrontendHostname" },
+                    ".s3-website-us-east-1.amazonaws.com"
+                  ]
+                ]
+              },
+              "Id": "only-origin"
+            }
+          ],
+          "CustomErrorResponses": [
+            {
+              "ErrorCode": "404",
+              "ResponsePagePath": "/404.html",
+              "ResponseCode": "404",
+              "ErrorCachingMinTTL": "86400"
+            }
+          ],
+          "PriceClass": "PriceClass_100",
+          "ViewerCertificate": {
+            "MinimumProtocolVersion": "TLSv1.2_2018",
+            "AcmCertificateArn": { "Ref": "TMFrontendCertArn" },
+            "SslSupportMethod": "sni-only"
+          }
+        },
+        "Tags": [
+          {
+            "Key": "service",
+            "Value": "pride-bus"
+          }
+        ]
+      }
+    }
+  },
+  "Outputs": {
+    "WebsiteURL": {
+      "Value": "FrontendBucket.WebsiteURL",
+      "Description": "URL for website hosted on S3"
+    }
+  }
+}
diff --git a/src/App.tsx b/src/App.tsx
index 2ef244b..4441b4e 100644
--- a/src/App.tsx
+++ b/src/App.tsx
@@ -1,8 +1,6 @@
-/* eslint-disable @typescript-eslint/no-explicit-any */
 import { useMemo, useState } from "react";
 import { MapContainer, TileLayer } from "react-leaflet";
 import "./App.css";
-// @ts-expect-error untyped
 import polyline from "@mapbox/polyline";
 import { Element } from "react-scroll";
 import { MapLayers } from "./MapLayers";
@@ -31,7 +29,7 @@ function App() {
   const formattedPolyline = useMemo(() => {
     if (shapeData?.data) {
       const decodedPolyline = polyline.decode(
-        shapeData.data.attributes.polyline
+        shapeData.data.attributes.polyline,
       );
       const totalLength = decodedPolyline.length;
 
@@ -58,7 +56,7 @@ function App() {
       busData?.data.attributes.latitude,
       busData?.data.attributes.longitude,
       busStatus,
-    ]
+    ],
   );
 
   return (
diff --git a/src/MapLayers.tsx b/src/MapLayers.tsx
index b92f4c6..93f0def 100644
--- a/src/MapLayers.tsx
+++ b/src/MapLayers.tsx
@@ -1,9 +1,7 @@
-/* eslint-disable @typescript-eslint/no-explicit-any */
 import { LatLngTuple } from "leaflet";
 import { useEffect } from "react";
 import { useMap, useMapEvent } from "react-leaflet";
 import { Hotline } from "react-leaflet-hotline";
-// @ts-expect-error untyped
 import { MarkerLayer, Marker } from "react-leaflet-marker";
 
 interface MapLayersProps {
@@ -31,7 +29,12 @@ export const MapLayers = ({
 
   return (
     <>
-      <MarkerLayer pane="markerPane">
+      <MarkerLayer
+        pane="markerPane"
+        attribution={
+          '&copy; <a href="https://transitmatters.org">TransitMatters</a>'
+        }
+      >
         <Marker position={position} size={[24, 24]}>
           <img className="h-6" src={"pride-logo.png"} />
         </Marker>
@@ -48,6 +51,19 @@ export const MapLayers = ({
             weight: 5,
             max: 10,
             min: 1,
+            palette: [
+              { r: 228, g: 3, b: 3, t: 0 },
+              { r: 255, g: 140, b: 0, t: 0.1 },
+              { r: 255, g: 255, b: 0, t: 0.2 },
+              { r: 0, g: 128, b: 38, t: 0.3 },
+              { r: 36, g: 64, b: 142, t: 0.4 },
+              { r: 115, g: 41, b: 130, t: 0.5 },
+              { r: 255, g: 255, b: 255, t: 0.6 },
+              { r: 255, g: 175, b: 200, t: 0.7 },
+              { r: 116, g: 215, b: 238, t: 0.8 },
+              { r: 97, g: 57, b: 21, t: 0.9 },
+              { r: 0, g: 0, b: 0, t: 1 },
+            ],
           }}
         />
       )}
diff --git a/src/api.ts b/src/api.ts
index eda7ba8..884565f 100644
--- a/src/api.ts
+++ b/src/api.ts
@@ -1,6 +1,10 @@
-/* eslint-disable @typescript-eslint/no-explicit-any */
 import { useQuery } from "@tanstack/react-query";
 
+const APP_DATA_BASE_PATH =
+  process.env.NODE_ENV === "production"
+    ? "https://pride-bus-api.labs.transitmatters.org"
+    : "http://127.0.0.1:5000";
+
 const fetchJSON = async (url: string) => {
   const response = await fetch(url);
   if (!response.ok) {
@@ -13,18 +17,18 @@ const useDataQuery = (
   key: string,
   id: string | undefined,
   endpoint: string,
-  enabled: boolean = true
+  enabled: boolean = true,
 ) =>
   useQuery({
     queryKey: [key, id],
-    queryFn: () => fetchJSON(`/api/${endpoint}/${id}`),
+    queryFn: () => fetchJSON(`${APP_DATA_BASE_PATH}/api/${endpoint}/${id}`),
     enabled: enabled && !!id,
   });
 
 export const useBusData = () =>
   useQuery({
     queryKey: ["pride-bus"],
-    queryFn: () => fetchJSON(`/api/bus`),
+    queryFn: () => fetchJSON(`${APP_DATA_BASE_PATH}/api/bus`),
     refetchInterval: 10000,
   });
 
@@ -33,7 +37,7 @@ export const useTripData = (busData: any) =>
     "trips",
     busData?.data?.relationships?.trip?.data?.id,
     "trip",
-    !!busData?.data
+    !!busData?.data,
   );
 
 export const useRouteData = (busData: any) =>
@@ -41,7 +45,7 @@ export const useRouteData = (busData: any) =>
     "route",
     busData?.data?.relationships?.route?.data?.id,
     "route",
-    !!busData?.data
+    !!busData?.data,
   );
 
 export const useStopData = (busData: any) =>
@@ -49,7 +53,7 @@ export const useStopData = (busData: any) =>
     "stop",
     busData?.data?.relationships?.stop?.data?.id,
     "stop",
-    !!busData?.data
+    !!busData?.data,
   );
 
 export const useShapeData = (tripData: any) =>
@@ -57,5 +61,5 @@ export const useShapeData = (tripData: any) =>
     "shapes",
     tripData?.data?.relationships?.shape?.data?.id,
     "shape",
-    !!tripData?.data
+    !!tripData?.data,
   );
diff --git a/src/components/ChangeView.tsx b/src/components/ChangeView.tsx
index a690b0c..7c531bf 100644
--- a/src/components/ChangeView.tsx
+++ b/src/components/ChangeView.tsx
@@ -1,4 +1,3 @@
-/* eslint-disable @typescript-eslint/no-explicit-any */
 import { useMap } from "react-leaflet";
 
 export const ChangeView = ({ center, zoom }: any) => {
diff --git a/src/components/Footer.tsx b/src/components/Footer.tsx
index 57f6306..1b9f235 100644
--- a/src/components/Footer.tsx
+++ b/src/components/Footer.tsx
@@ -1,6 +1,5 @@
-/* eslint-disable @typescript-eslint/no-explicit-any */
-import { STATUSES, STATUS_TO_BG, useScreenDetector } from "../utils";
 import { ArrowRightIcon, HeartIcon } from "@heroicons/react/20/solid";
+import { STATUSES, STATUS_TO_BG, useScreenDetector } from "../utils";
 
 export const Footer = ({ busStatus, stopName, status, routeId }: any) => {
   const { isMobile } = useScreenDetector();
diff --git a/src/main.tsx b/src/main.tsx
index 6807975..6b2cafa 100644
--- a/src/main.tsx
+++ b/src/main.tsx
@@ -1,8 +1,8 @@
 import React from "react";
 import ReactDOM from "react-dom/client";
+import { QueryClient, QueryClientProvider } from "@tanstack/react-query";
 import App from "./App.tsx";
 import "./index.css";
-import { QueryClient, QueryClientProvider } from "@tanstack/react-query";
 import "leaflet/dist/leaflet.css";
 
 const queryClient = new QueryClient();
@@ -12,5 +12,5 @@ ReactDOM.createRoot(document.getElementById("root")!).render(
     <QueryClientProvider client={queryClient}>
       <App />
     </QueryClientProvider>
-  </React.StrictMode>
+  </React.StrictMode>,
 );
diff --git a/src/utils.ts b/src/utils.ts
index c6b83e8..245a890 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -1,24 +1,22 @@
-/* eslint-disable @typescript-eslint/no-explicit-any */
 import { useEffect, useState } from "react";
 
-export const getInfo = (busData: any,  routeData: any, stopData: any) => ({
+export const getInfo = (busData: any, routeData: any, stopData: any) => ({
   status: busData?.data.attributes.current_status,
   routeId: routeData?.data.id,
-  stopName: stopData?.data.attributes.name
-})
+  stopName: stopData?.data.attributes.name,
+});
 
 export const STATUSES: any = {
-  'INCOMING_AT': 'Approaching',
-  'STOPPED_AT': 'Stopped at',
-  'IN_TRANSIT_TO': 'In transit to'
-}
+  INCOMING_AT: "Approaching",
+  STOPPED_AT: "Stopped at",
+  IN_TRANSIT_TO: "In transit to",
+};
 
 export const STATUS_TO_BG: any = {
-  'INCOMING_AT': 'bg-yellow-100 text-yellow-700',
-  'STOPPED_AT': 'bg-red-100 text-red-700',
-  'IN_TRANSIT_TO': 'bg-green-100 text-green-700'
-}
-
+  INCOMING_AT: "bg-yellow-100 text-yellow-700",
+  STOPPED_AT: "bg-red-100 text-red-700",
+  IN_TRANSIT_TO: "bg-green-100 text-green-700",
+};
 
 export const useScreenDetector = () => {
   const [width, setWidth] = useState(window.innerWidth);
diff --git a/tsconfig.json b/tsconfig.json
index a5374a7..73333ce 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -13,6 +13,7 @@
     "isolatedModules": true,
     "noEmit": true,
     "jsx": "react-jsx",
+    "noImplicitAny": false,
     /* Linting */
     "strict": true,
     "noUnusedLocals": true,
diff --git a/vite.config.ts b/vite.config.ts
index d3b28c5..9a9ee19 100644
--- a/vite.config.ts
+++ b/vite.config.ts
@@ -1,13 +1,13 @@
-import { defineConfig } from 'vite'
-import react from '@vitejs/plugin-react'
+import { defineConfig } from "vite";
+import react from "@vitejs/plugin-react";
 
 // https://vitejs.dev/config/
 export default defineConfig({
   build: {
-    outDir: 'dist', // Build output directory
+    outDir: "dist", // Build output directory
   },
   define: {
-    'process.env': {}
+    "process.env": {},
   },
   plugins: [react()],
-})
+});