diff --git a/.editorconfig b/.editorconfig
new file mode 100644
index 0000000..aaaa7a4
--- /dev/null
+++ b/.editorconfig
@@ -0,0 +1,10 @@
+root = true
+
+[*]
+indent_style = space
+indent_size = 2
+tab_width = 2
+end_of_line = lf
+charset = utf-8
+trim_trailing_whitespace = true
+insert_final_newline = true
diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..c2493fd
--- /dev/null
+++ b/.env.example
@@ -0,0 +1,44 @@
+# ------------------------------------------------------------------------------
+# This is an example .env file.
+#
+# All of these environment vars must be defined either in your environment or in
+# a local .env file in order to run this app.
+# ------------------------------------------------------------------------------
+
+# Nango simplifies handling Twitter API OAuth (https://nango.dev)
+NANGO_CONNECTION_ID=
+NANGO_SECRET_KEY=
+NANGO_CALLBACK_URL='https://api.nango.dev/oauth/callback'
+
+# Twitter has different API rate limits and quotas per plan, so in order to 
+# rate-limit effectively, we need to know which plan you're using.
+# Must be one of: 'free' | 'basic' | 'pro' | 'enterprise'
+TWITTER_API_PLAN=
+
+# Answer engine settings
+# If you're using openai (the default), you must define OPENAI_API_KEY
+#ANSWER_ENGINE='openai' | 'dexa'
+#OPENAI_API_KEY=
+
+# Optional database settings
+# If REDIS_URL isn't defined and REQUIRE_REDIS=true, the app will abort.
+# If REDIS_URL isn't defined and REQUIRE_REDIS!=true, the app will use an 
+# in-memory store.
+#REQUIRE_REDIS=
+#REDIS_URL=
+#REDIS_NAMESPACE_TWEETS=
+#REDIS_NAMESPACE_USERS=
+#REDIS_NAMESPACE_MESSAGES=
+#REDIS_NAMESPACE_STATE=
+#REDIS_NAMESPACE_MENTIONS_PREFIX=
+
+# Optional behavior settings generally specified locally during debugging.
+# Think of these as quick & dirty CLI switches.
+#DEBUG=true
+#DRY_RUN=true
+#NO_CACHE=true
+#EARLY_EXIT=true
+#FORCE_REPLY=true
+#RESOLVE_ALL_MENTIONS=true
+#DEBUG_TWEET='tweetId1,tweetId2,...' # Comma-separated list of tweet IDs to process
+#SINCE_MENTION_ID='tweetId' # Overrides the default tweet sinceMentionId
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..d36d6a7
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,48 @@
+name: CI
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    name: Test Node.js ${{ matrix.node-version }}
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: true
+      matrix:
+        node-version:
+          - 20
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Install Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+
+      - name: Install pnpm
+        uses: pnpm/action-setup@v3
+        id: pnpm-install
+        with:
+          version: 8
+          run_install: false
+
+      - name: Get pnpm store directory
+        shell: bash
+        run: |
+          echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV
+
+      - name: Setup pnpm cache
+        uses: actions/cache@v3
+        with:
+          path: ${{ env.STORE_PATH }}
+          key: ${{ runner.os }}-pnpm-store-${{ hashFiles('**/pnpm-lock.yaml') }}
+          restore-keys: |
+            ${{ runner.os }}-pnpm-store-
+
+      - name: Install dependencies
+        run: pnpm install --frozen-lockfile
+
+      - name: Run test
+        run: pnpm run test
diff --git a/.gitignore b/.gitignore
index 975b638..046e0c3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,8 +1,8 @@
 dist
 node_modules
 .env
-.env.*
 *.log
 .idea
 .vscode
 .DS_Store
+.tsimp
diff --git a/.prettierignore b/.prettierignore
new file mode 100644
index 0000000..961685d
--- /dev/null
+++ b/.prettierignore
@@ -0,0 +1,10 @@
+*.env
+*.log
+*.jsonl
+**/node_modules
+**/dist
+**/build
+**/dbschema
+**/public
+.next
+.tsimp
\ No newline at end of file
diff --git a/.prettierrc b/.prettierrc
deleted file mode 100644
index c1a6f66..0000000
--- a/.prettierrc
+++ /dev/null
@@ -1,4 +0,0 @@
-{
-  "singleQuote": true,
-  "trailingComma": "es5"
-}
diff --git a/.prettierrc.cjs b/.prettierrc.cjs
new file mode 100644
index 0000000..3a24334
--- /dev/null
+++ b/.prettierrc.cjs
@@ -0,0 +1,17 @@
+module.exports = {
+  plugins: [require('@trivago/prettier-plugin-sort-imports')],
+  singleQuote: true,
+  jsxSingleQuote: true,
+  semi: false,
+  useTabs: false,
+  tabWidth: 2,
+  bracketSpacing: true,
+  bracketSameLine: false,
+  arrowParens: 'always',
+  trailingComma: 'none',
+  importOrderParserPlugins: ['typescript'],
+  importOrder: ['^node:.*', '<THIRD_PARTY_MODULES>', '^(@/(.*)$)', '^[./]'],
+  importOrderSeparation: true,
+  importOrderSortSpecifiers: true,
+  importOrderGroupNamespaceSpecifiers: true
+}
diff --git a/bin/debug-get-twitter-user.ts b/bin/debug-get-twitter-user.ts
new file mode 100644
index 0000000..fcd8201
--- /dev/null
+++ b/bin/debug-get-twitter-user.ts
@@ -0,0 +1,18 @@
+import { getTwitterClient } from '../src/twitter-client.js'
+
+async function main() {
+  const twitterClient = await getTwitterClient()
+  const { data: user } = await twitterClient.users.findUserByUsername(
+    'dustyplaylist'
+  )
+  console.log(user)
+}
+
+main()
+  .then(() => {
+    process.exit(0)
+  })
+  .catch((err) => {
+    console.error(err)
+    process.exit(1)
+  })
diff --git a/bin/index.ts b/bin/index.ts
new file mode 100644
index 0000000..197e633
--- /dev/null
+++ b/bin/index.ts
@@ -0,0 +1,146 @@
+import delay from 'delay'
+
+import * as config from '../src/config.js'
+import * as db from '../src/db.js'
+import type * as types from '../src/types.js'
+import { validateAnswerEngine } from '../src/answer-engine.js'
+import { respondToNewMentions } from '../src/respond-to-new-mentions.js'
+import { getTwitterClient } from '../src/twitter-client.js'
+import { maxTwitterId } from '../src/twitter-utils.js'
+
+async function main() {
+  const debug = !!process.env.DEBUG
+  const dryRun = !!process.env.DRY_RUN
+  const noCache = !!process.env.NO_CACHE
+  const earlyExit = !!process.env.EARLY_EXIT
+  const forceReply = !!process.env.FORCE_REPLY
+  const resolveAllMentions = !!process.env.RESOLVE_ALL_MENTIONS
+  const debugTweetIds = process.env.DEBUG_TWEET_IDS?.split(',').map((id) =>
+    id.trim()
+  )
+  const overrideSinceMentionId = process.env.SINCE_MENTION_ID
+  const overrideMaxNumMentionsToProcess = parseInt(
+    process.env.MAX_NUM_MENTIONS_TO_PROCESS ?? '',
+    10
+  )
+  const answerEngine: types.AnswerEngineType =
+    (process.env.ANSWER_ENGINE as types.AnswerEngineType) ?? 'openai'
+  validateAnswerEngine(answerEngine)
+
+  let twitterClient = await getTwitterClient()
+  const { data: user } = await twitterClient.users.findMyUser()
+
+  if (!user?.id) {
+    throw new Error('twitter error unable to fetch current user')
+  }
+
+  async function refreshTwitterAuth() {
+    twitterClient = await getTwitterClient()
+  }
+
+  console.log('automating user', user.username)
+
+  const maxNumMentionsToProcess = isNaN(overrideMaxNumMentionsToProcess)
+    ? config.defaultMaxNumMentionsToProcessPerBatch
+    : overrideMaxNumMentionsToProcess
+
+  let initialSinceMentionId =
+    (resolveAllMentions
+      ? undefined
+      : overrideSinceMentionId || (await db.getSinceMentionId())) ?? '0'
+
+  const ctx: types.Context = {
+    // Dynamic a state which gets persisted to the db
+    sinceMentionId: initialSinceMentionId,
+
+    // Services
+    twitterClient,
+
+    // Constant app runtime config
+    debug,
+    dryRun,
+    noCache,
+    earlyExit,
+    forceReply,
+    resolveAllMentions,
+    maxNumMentionsToProcess,
+    debugTweetIds,
+    twitterBotHandle: `@${user.username}`,
+    twitterBotHandleL: `@${user.username.toLowerCase()}`,
+    twitterBotUserId: user.id,
+    answerEngine
+  }
+
+  const batches: types.TweetMentionBatch[] = []
+
+  do {
+    try {
+      console.log()
+      const batch = await respondToNewMentions(ctx)
+      batches.push(batch)
+
+      if (batch.sinceMentionId && !ctx.debugTweetIds?.length) {
+        ctx.sinceMentionId = maxTwitterId(
+          ctx.sinceMentionId,
+          batch.sinceMentionId
+        )
+
+        if (!overrideMaxNumMentionsToProcess && !resolveAllMentions) {
+          // Make sure it's in sync in case other processes are writing to the store
+          // as well. Note: this still has the potential for a race condition, but
+          // it's not enough to worry about for our use case.
+          const recentSinceMentionId = await db.getSinceMentionId()
+          ctx.sinceMentionId = maxTwitterId(
+            ctx.sinceMentionId,
+            recentSinceMentionId
+          )
+
+          if (ctx.sinceMentionId && !dryRun) {
+            await db.setSinceMentionId(ctx.sinceMentionId)
+          }
+        }
+      }
+
+      if (ctx.earlyExit) {
+        break
+      }
+
+      console.log(
+        `processed ${batch.messages?.length ?? 0} messages`,
+        batch.messages
+      )
+
+      if (debugTweetIds?.length) {
+        break
+      }
+
+      if (batch.hasNetworkError) {
+        console.warn('network error; sleeping...')
+        await delay(10_000)
+      }
+
+      if (batch.hasTwitterRateLimitError) {
+        console.warn('twitter rate limit error; sleeping...')
+        await delay(30_000)
+      }
+
+      if (batch.hasTwitterAuthError) {
+        console.warn('twitter auth error; refreshing...')
+        await refreshTwitterAuth()
+      }
+    } catch (err) {
+      console.error('top-level error', err)
+      await delay(5000)
+      await refreshTwitterAuth()
+    }
+  } while (true)
+}
+
+main()
+  .then(() => {
+    process.exit(0)
+  })
+  .catch((err) => {
+    console.error(err)
+    process.exit(1)
+  })
diff --git a/client.ts b/client.ts
deleted file mode 100644
index 8107960..0000000
--- a/client.ts
+++ /dev/null
@@ -1,35 +0,0 @@
-import { Nango } from '@nangohq/node';
-import { TwitterApi } from 'twitter-api-v2';
-
-/** The Twitter+Nango client auth connection key */
-const NANGO_TWITTER_PROVIDER_CONFIG_KEY = 'twitter-v2';
-
-/**
- * Conntection ID for the Twitter account that is authed with Nango.
- * Auth new accounts here: https://app.nango.dev/connections
- */
-const TEST_ACCOUNT_CONNECTION_ID = 'samrcharles';
-
-let nango: Nango | null = null;
-
-function getNango(): Nango {
-  if (!nango) {
-    const secretKey = process.env.NANGO_SECRET_KEY;
-    if (!secretKey || secretKey.trim() === '') {
-      throw new Error(`Missing required process.env.NANGO_SECRET_KEY`);
-    }
-    nango = new Nango({ secretKey });
-  }
-  return nango;
-}
-
-/** Get an authenticated TwitterApi client */
-export async function getTwitterClient(): Promise<TwitterApi> {
-  const nango = getNango();
-  const connection = await nango.getConnection(
-    NANGO_TWITTER_PROVIDER_CONFIG_KEY,
-    TEST_ACCOUNT_CONNECTION_ID
-  );
-  const twitterClient = new TwitterApi(connection.credentials.raw.access_token);
-  return twitterClient;
-}
diff --git a/index.ts b/index.ts
deleted file mode 100644
index e00cc54..0000000
--- a/index.ts
+++ /dev/null
@@ -1,18 +0,0 @@
-import { getTwitterClient } from './client';
-
-async function main() {
-  const twitterClient = await getTwitterClient();
-  const readOnlyClient = twitterClient.readOnly;
-  const user = await readOnlyClient.v2.userByUsername('dexa_ai');
-  console.log(user);
-}
-
-main()
-  .then(() => {
-    console.log('done');
-    process.exit(0);
-  })
-  .catch((err) => {
-    console.error(err);
-    process.exit(1);
-  });
diff --git a/license b/license
new file mode 100644
index 0000000..5227d7e
--- /dev/null
+++ b/license
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2024 Dexa
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/package-lock.json b/package-lock.json
deleted file mode 100644
index f96c3f6..0000000
--- a/package-lock.json
+++ /dev/null
@@ -1,729 +0,0 @@
-{
-  "name": "x-bot",
-  "version": "0.0.0",
-  "lockfileVersion": 3,
-  "requires": true,
-  "packages": {
-    "": {
-      "name": "x-bot",
-      "version": "0.0.0",
-      "license": "ISC",
-      "dependencies": {
-        "@nangohq/node": "^0.37.24",
-        "twitter-api-v2": "^1.16.0"
-      },
-      "devDependencies": {
-        "@types/node": "^20.11.19",
-        "dotenv-cli": "^7.3.0",
-        "prettier": "^3.2.5",
-        "tsx": "^4.7.1"
-      }
-    },
-    "node_modules/@esbuild/aix-ppc64": {
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-      "cpu": [
-        "ppc64"
-      ],
-      "dev": true,
-      "optional": true,
-      "os": [
-        "aix"
-      ],
-      "engines": {
-        "node": ">=12"
-      }
-    },
-    "node_modules/@esbuild/android-arm": {
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diff --git a/package.json b/package.json
index 86dd24c..7602e51 100644
--- a/package.json
+++ b/package.json
@@ -1,22 +1,92 @@
 {
   "name": "x-bot",
-  "version": "0.0.0",
-  "description": "",
-  "main": "index.js",
+  "description": "Twitter / X bot for responding to mentions with AI-generated answers.",
+  "private": true,
+  "type": "module",
+  "license": "MIT",
+  "author": "Travis Fischer <travis@transitivebullsh.it>",
+  "contributors": [
+    "Riley Tomasek <riley@dexa.ai>",
+    "Travis Fischer <travis@transitivebullsh.it>"
+  ],
+  "repository": {
+    "type": "git",
+    "url": "transitive-bullshit/slay-the-spire"
+  },
+  "packageManager": "pnpm@8.15.3",
+  "engines": {
+    "node": ">=18"
+  },
   "scripts": {
-    "exec": "dotenv -e .env tsx index.ts"
+    "exec": "tsx bin/index.ts",
+    "prepare": "husky install",
+    "test": "run-s test:*",
+    "test:lint": "eslint --cache --cache-location ./node_modules/.cache/eslint .",
+    "test:format": "prettier --check \"**/*.{js,ts,tsx}\"",
+    "test:typecheck": "tsc --noEmit"
   },
-  "keywords": [],
-  "author": "",
-  "license": "ISC",
   "dependencies": {
+    "@dexaai/dexter": "^1.2.8",
+    "@keyv/redis": "^2.8.4",
     "@nangohq/node": "^0.37.24",
-    "twitter-api-v2": "^1.16.0"
+    "delay": "^6.0.0",
+    "dotenv-safe": "^8.2.0",
+    "ioredis": "^5.3.2",
+    "keyv": "^4.5.4",
+    "nanoid": "^5.0.6",
+    "p-map": "^7.0.1",
+    "p-throttle": "^6.1.0",
+    "tiny-invariant": "^1.3.1",
+    "twitter-api-sdk": "^1.2.1",
+    "type-fest": "^4.10.2",
+    "url-regex": "^5.0.0"
   },
   "devDependencies": {
+    "@dexaai/eslint-config": "^0.4.0",
+    "@total-typescript/ts-reset": "^0.5.1",
+    "@trivago/prettier-plugin-sort-imports": "^4.3.0",
+    "@types/dotenv-safe": "^8.1.6",
     "@types/node": "^20.11.19",
-    "dotenv-cli": "^7.3.0",
-    "prettier": "^3.2.5",
-    "tsx": "^4.7.1"
+    "ava": "^6.1.1",
+    "eslint": "^8.56.0",
+    "husky": "^9.0.11",
+    "lint-staged": "^15.2.2",
+    "npm-run-all": "^4.1.5",
+    "prettier": "^2.8.8",
+    "tsimp": "^2.0.11",
+    "tsx": "^4.7.1",
+    "typescript": "^5.3.3"
+  },
+  "lint-staged": {
+    "*.{ts,tsx}": [
+      "prettier --ignore-unknown --write"
+    ]
+  },
+  "ava": {
+    "extensions": {
+      "ts": "module"
+    },
+    "nodeArguments": [
+      "--import=tsimp",
+      "--no-warnings=ExperimentalWarnings"
+    ]
+  },
+  "eslintConfig": {
+    "root": true,
+    "extends": [
+      "@dexaai/eslint-config",
+      "@dexaai/eslint-config/node"
+    ],
+    "ignorePatterns": [
+      "node_modules",
+      "dist",
+      ".next",
+      ".tsimp"
+    ],
+    "rules": {
+      "no-console": "off",
+      "import/order": "off",
+      "no-process-env": "off"
+    }
   }
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
new file mode 100644
index 0000000..02fea12
--- /dev/null
+++ b/pnpm-lock.yaml
@@ -0,0 +1,4944 @@
+lockfileVersion: '6.0'
+
+settings:
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+  excludeLinksFromLockfile: false
+
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+  p-map:
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+    version: 7.0.1
+  p-throttle:
+    specifier: ^6.1.0
+    version: 6.1.0
+  tiny-invariant:
+    specifier: ^1.3.1
+    version: 1.3.1
+  twitter-api-sdk:
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+    version: 1.2.1
+  type-fest:
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+    version: 4.10.2
+  url-regex:
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+
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+    version: 4.3.0(prettier@2.8.8)
+  '@types/dotenv-safe':
+    specifier: ^8.1.6
+    version: 8.1.6
+  '@types/node':
+    specifier: ^20.11.19
+    version: 20.11.19
+  ava:
+    specifier: ^6.1.1
+    version: 6.1.1
+  eslint:
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+    version: 8.56.0
+  husky:
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+    version: 9.0.11
+  lint-staged:
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+    version: 15.2.2
+  npm-run-all:
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+    version: 4.1.5
+  prettier:
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+    version: 2.8.8
+  tsimp:
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+    version: 2.0.11(typescript@5.3.3)
+  tsx:
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+      signal-exit: 4.1.0
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+  /y18n@5.0.8:
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+    engines: {node: '>=12'}
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+      escalade: 3.1.2
+      get-caller-file: 2.0.5
+      require-directory: 2.1.1
+      string-width: 4.2.3
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+    dev: true
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+  /yocto-queue@0.1.0:
+    resolution: {integrity: sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==}
+    engines: {node: '>=10'}
+    dev: true
+
+  /zod-to-json-schema@3.22.4(zod@3.22.4):
+    resolution: {integrity: sha512-2Ed5dJ+n/O3cU383xSY28cuVi0BCQhF8nYqWU5paEpl7fVdqdAmiLdqLyfblbNdfOFwFfi/mqU4O1pwc60iBhQ==}
+    peerDependencies:
+      zod: ^3.22.4
+    dependencies:
+      zod: 3.22.4
+    dev: false
+
+  /zod-validation-error@2.1.0(zod@3.22.4):
+    resolution: {integrity: sha512-VJh93e2wb4c3tWtGgTa0OF/dTt/zoPCPzXq4V11ZjxmEAFaPi/Zss1xIZdEB5RD8GD00U0/iVXgqkF77RV7pdQ==}
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+    peerDependencies:
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+    dependencies:
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+    dev: false
diff --git a/readme.md b/readme.md
new file mode 100644
index 0000000..b569e4f
--- /dev/null
+++ b/readme.md
@@ -0,0 +1,40 @@
+<p>
+  <a href="https://twitter.com/AskDexa"><img alt="@AskDexa on Twitter" src="https://img.shields.io/badge/twitter-blue" /></a>
+  <a href="https://github.com/dexaai/xbot/actions/workflows/test.yml"><img alt="Build Status" src="https://github.com/dexaai/xbot/actions/workflows/main.yml/badge.svg" /></a>
+  <a href="https://github.com/dexaai/xbot/blob/main/license"><img alt="MIT License" src="https://img.shields.io/badge/license-MIT-blue" /></a>
+  <a href="https://prettier.io"><img alt="Prettier Code Formatting" src="https://img.shields.io/badge/code_style-prettier-brightgreen.svg" /></a>
+</p>
+
+# X Bot <!-- omit from toc -->
+
+> Twitter / X bot which responds to user mentions with AI-generated answers.
+
+## Configuring the bot
+
+You'll need a Twitter developer account and a Twitter an app with OAuth 2.0 enabled.
+
+Set up a `.env` file by copying `.env.example` and initializing all required environment variables.
+
+Dependencies to call out:
+
+- [Nango](https://www.nango.dev) is used to simplify Twitter OAuth
+- [Dexa](https://dexa.ai) will soon become the default answer engine
+- [OpenAI](https://platform.openai.com/overview) chat completions API is used as the default answer engine for now
+- [Redis](https://redis.io) is used to persist state across runs and cache twitter objects (tweets, users, mentions) in order to maximize our use of twitter API quotas
+  - Redis is optional, and if you don't specify a redis instance, state will be "persisted" to an im-memory store. However, given twitter's quotas, using a redis instance to cache twitter objects is highly recommended.
+
+## Running the bot
+
+```bash
+tsx bin/index.ts
+```
+
+## TODO
+
+- [Dexa](https://dexa.ai) answer engine
+- re-add support for moderations
+- re-add support for generating images to support longer responses
+
+## License
+
+MIT © [Dexa](https://dexa.ai)
diff --git a/src/answer-engine-utils.ts b/src/answer-engine-utils.ts
new file mode 100644
index 0000000..60c4f4a
--- /dev/null
+++ b/src/answer-engine-utils.ts
@@ -0,0 +1,43 @@
+import { Msg, type Prompt } from '@dexaai/dexter'
+
+import * as db from './db.js'
+import type * as types from './types.js'
+
+/**
+ * Resolves all of the bot-related messages from a twitter thread, starting
+ * from a leaf tweet, and traversing its parents – including any previous bot
+ * mentions and responses. Returns the thread in an format compatible with the
+ * OpenAI chat-completions API.
+ */
+export async function resolveMessageThread(
+  message: types.Message
+): Promise<Prompt.Msg[]> {
+  let messages: types.Message[] = []
+
+  do {
+    messages.push(message)
+
+    if (message.parentMessageId) {
+      const parentMessage = await db.messages.get(message.parentMessageId)
+      if (parentMessage) {
+        message = parentMessage
+        continue
+      }
+    }
+  } while (false)
+
+  // Reverse the messages so the oldest ones are first
+  messages.reverse()
+
+  // Filter any messages which have errors, unless it's the latest message we're
+  // currently trying to resolve (which may have previously encountered an error
+  // that we're now trying to resolve)
+  messages = messages.filter((m) => !m.error || m === message)
+
+  return messages.flatMap((message) =>
+    [
+      Msg.user(message.prompt),
+      message.response ? Msg.assistant(message.response!) : null
+    ].filter(Boolean)
+  )
+}
diff --git a/src/answer-engine.ts b/src/answer-engine.ts
new file mode 100644
index 0000000..4d4e8b9
--- /dev/null
+++ b/src/answer-engine.ts
@@ -0,0 +1,68 @@
+import * as config from '../src/config.js'
+import type * as types from './types.js'
+import { generateMessageResponseUsingOpenAI } from './answer-engines/openai.js'
+import { BotError } from './bot-error.js'
+import { stripAtMentions } from './utils.js'
+
+const MAX_TWEET_LENGTH = 280
+
+export async function generateMessageResponse(
+  message: types.Message,
+  ctx: types.Context
+) {
+  switch (ctx.answerEngine) {
+    case 'openai':
+      await generateMessageResponseUsingOpenAI(message, ctx)
+      break
+
+    case 'dexa':
+      throw new Error('TODO: Dexa answer engine not yet implemented')
+
+    default:
+      throw new Error(`Unknown answer engine: ${ctx.answerEngine}`)
+  }
+
+  validateMessageResponse(message, ctx)
+
+  if (config.disallowMentionsInBotReplies) {
+    message.response = stripAtMentions(message.response!)
+    validateMessageResponse(message, ctx)
+  }
+
+  // TODO: handle trucation with URLs properly
+  if (message.response!.length >= MAX_TWEET_LENGTH) {
+    message.response =
+      message.response!.slice(0, MAX_TWEET_LENGTH - 3).trim() + '...'
+  }
+}
+
+export function validateAnswerEngine(answerEngine: string) {
+  switch (answerEngine) {
+    case 'openai':
+      if (!process.env.OPENAI_API_KEY) {
+        throw new Error(
+          'OPENAI_API_KEY is required for the "openai" answer engine'
+        )
+      }
+      break
+
+    case 'dexa':
+      throw new Error('TODO: Dexa answer engine not yet implemented')
+
+    default:
+      throw new Error(`Unknown answer engine: ${answerEngine}`)
+  }
+}
+
+function validateMessageResponse(message: types.Message, ctx: types.Context) {
+  message.response = message.response?.trim()
+  if (!message.response) {
+    throw new BotError(
+      `Empty response generated by answer engine ${ctx.answerEngine}`,
+      {
+        type: 'answer-engine:invalid-response',
+        isFinal: true
+      }
+    )
+  }
+}
diff --git a/src/answer-engines/openai.ts b/src/answer-engines/openai.ts
new file mode 100644
index 0000000..2dd1c6e
--- /dev/null
+++ b/src/answer-engines/openai.ts
@@ -0,0 +1,36 @@
+import { ChatModel, Msg } from '@dexaai/dexter'
+
+import type * as types from '../types.js'
+import { resolveMessageThread } from '../answer-engine-utils.js'
+
+const MAX_CONTEXT_MESSAGES = 30
+
+export async function generateMessageResponseUsingOpenAI(
+  message: types.Message,
+  ctx: types.Context
+) {
+  const chatModel = new ChatModel({
+    params: {
+      model: 'gpt-4-0125-preview'
+    }
+  })
+
+  // TODO: more intelligent compression / trucation of the input thread if it's
+  // too long
+  const messageThread = (await resolveMessageThread(message))
+    .reverse()
+    .slice(0, MAX_CONTEXT_MESSAGES)
+    .reverse()
+
+  const response = await chatModel.run({
+    messages: [
+      Msg.system(
+        `You are a friendly, helpful twitter bot with the handle ${ctx.twitterBotHandle}. You answer concisely and creatively to tweets on twitter. You are friendly and enthusiastic. You may use emoji but only very sparingly and never for lists.\n\nMake sure to be **as concise as possible** since twitter has character limits.\n\nDO NOT use hashtags.`
+      ),
+      ...messageThread
+    ],
+    max_tokens: 1000
+  })
+
+  message.response = response.message.content!
+}
diff --git a/src/bot-error.ts b/src/bot-error.ts
new file mode 100644
index 0000000..9e0eb44
--- /dev/null
+++ b/src/bot-error.ts
@@ -0,0 +1,34 @@
+export type BotErrorType =
+  | 'twitter:forbidden'
+  | 'twitter:auth'
+  | 'twitter:rate-limit'
+  | 'twitter:unknown'
+  | 'answer-engine:invalid-response'
+  | 'network'
+  | 'moderation'
+
+export class BotError extends Error {
+  type: BotErrorType
+  isFinal: boolean
+  status?: number
+
+  constructor(
+    message: string,
+    {
+      type,
+      isFinal = false,
+      status,
+      ...opts
+    }: ErrorOptions & {
+      type: BotErrorType
+      isFinal?: boolean
+      status?: number
+    }
+  ) {
+    super(message, opts)
+
+    this.type = type
+    this.isFinal = isFinal
+    this.status = status ?? (opts.cause as any)?.status
+  }
+}
diff --git a/src/config.ts b/src/config.ts
new file mode 100644
index 0000000..c8d1b59
--- /dev/null
+++ b/src/config.ts
@@ -0,0 +1,54 @@
+import dotenv from 'dotenv-safe'
+
+import type * as types from './types.js'
+
+dotenv.config()
+
+export const defaultMaxNumMentionsToProcessPerBatch = 10
+
+// Conntection ID for the Twitter account that is authed with Nango.
+// Auth new accounts here: https://app.nango.dev/connections
+export const nangoConnectionId = process.env.NANGO_CONNECTION_ID!
+export const nangoCallbackUrl =
+  process.env.NANGO_CALLBACK_URL ?? 'https://api.nango.dev/oauth/callback'
+
+export const twitterApiPlan: types.TwitterApiPlan =
+  (process.env.TWITTER_API_PLAN as types.TwitterApiPlan) ?? 'free'
+
+// Twitter really doesn't like bots that tag other users in automatd replies.
+// @ChatGPTBot has been suspended a few times for this in previous verisons.
+export const disallowMentionsInBotReplies = true
+
+// tweets that try to break the bot...
+export const tweetIgnoreList = new Set<string>([
+  // empty for now
+])
+
+// ignore known bots; we don't want them endlessly replying to each other
+export const twitterUsersIgnoreList = new Set<string>([
+  '1598922281434103808', // ChatGPTBot
+  '1506967793409065000', // ReplyGPT
+  '1607692579243687936', // ChatSonicAI
+  '2308326482' // dustyplaylist
+])
+
+// Used by the author(s) for faster testing and feedback
+export const priorityUsersList = new Set<string>([
+  '327034465', // transitive_bs
+  '2349038684', // rileytomasek
+  '1611066692330786819', // dexa_ai
+  '1235525929335689217', // LofiGrind (test acct)
+  '1386021646906048515', // samrcharles (test acct)
+  '1598922281434103808' // ChatGPTBot
+])
+
+// If Redis is disabled, all state will be stored in memory
+export const requireRedis = process.env.REQUIRE_REDIS === 'true'
+export const redisUrl = process.env.REDIS_URL
+export const redisNamespaceTweets = process.env.REDIS_NAMESPACE_TWEETS ?? 'xt'
+export const redisNamespaceUsers = process.env.REDIS_NAMESPACE_USERS ?? 'xu'
+export const redisNamespaceMessages =
+  process.env.REDIS_NAMESPACE_MESSAGES ?? 'xm'
+export const redisNamespaceMentionsPrefix =
+  process.env.REDIS_NAMESPACE_MENTIONS_PREFIX ?? 'xmn'
+export const redisNamespaceState = process.env.REDIS_NAMESPACE_STATE ?? 'xs'
diff --git a/src/db.ts b/src/db.ts
new file mode 100644
index 0000000..31bfbd5
--- /dev/null
+++ b/src/db.ts
@@ -0,0 +1,147 @@
+import KeyvRedis from '@keyv/redis'
+import { type Redis } from 'ioredis'
+import Keyv from 'keyv'
+import pMap from 'p-map'
+
+import * as config from './config.js'
+import type * as types from './types.js'
+import { maxTwitterId, tweetIdComparator } from './twitter-utils.js'
+
+const DEFAULT_CONCURRENCY = 16
+
+// Used for caching twitter tweet objects
+let tweets: Keyv<types.Tweet>
+
+// Used for caching twitter user objects
+let users: Keyv<types.TwitterUser>
+
+// Used for storing bot response messages
+let messages: Keyv<types.Message>
+
+// Used for storing general bot state (e.g. most recent tweet id processed)
+let state: Keyv
+
+// NOTE: this should be a global to ensure it persists across serverless
+// function invocations (if deployed in a serverless setting)
+let redis: Redis
+
+const userIdToMentionDbMap: Record<string, Keyv<types.Tweet>> = {}
+
+if (config.redisUrl) {
+  const store = new KeyvRedis(config.redisUrl)
+  redis = store.redis as Redis
+
+  tweets = new Keyv({ store, namespace: config.redisNamespaceTweets })
+  users = new Keyv({ store, namespace: config.redisNamespaceUsers })
+  messages = new Keyv({ store, namespace: config.redisNamespaceMessages })
+  state = new Keyv({ store, namespace: config.redisNamespaceState })
+} else {
+  if (config.requireRedis) {
+    console.error('Error: missing required REDIS_URL since REQUIRE_REDIS=true')
+    process.exit(1)
+  }
+
+  console.warn('Redis is disabled. All state will be stored in memory.')
+  tweets = new Keyv({ namespace: config.redisNamespaceTweets })
+  users = new Keyv({ namespace: config.redisNamespaceUsers })
+  messages = new Keyv({ namespace: config.redisNamespaceMessages })
+  state = new Keyv({ namespace: config.redisNamespaceState })
+}
+
+export async function getSinceMentionId(): Promise<string | undefined> {
+  return state.get('sinceMentionId')
+}
+
+export async function setSinceMentionId(sinceMentionId: string | undefined) {
+  return state.set('sinceMentionId', sinceMentionId)
+}
+
+export function getTweetMentionDbForUserId(userId: string) {
+  if (!userIdToMentionDbMap[userId]) {
+    userIdToMentionDbMap[userId] = new Keyv({
+      store: redis ? new KeyvRedis(redis) : undefined,
+      namespace: `${config.redisNamespaceMentionsPrefix}:${userId}`
+    })
+  }
+
+  return userIdToMentionDbMap[userId]!
+}
+
+export async function upsertTweets(
+  t: types.Tweet[],
+  { concurrency = DEFAULT_CONCURRENCY }: { concurrency?: number } = {}
+) {
+  return pMap(t, (tweet) => tweets.set(tweet.id, tweet), { concurrency })
+}
+
+export async function upsertTweetMentionsForUserId(
+  userId: string,
+  m: types.Tweet[],
+  { concurrency = DEFAULT_CONCURRENCY }: { concurrency?: number } = {}
+) {
+  const mentionsDb = getTweetMentionDbForUserId(userId)
+  return pMap(m, (tweet) => mentionsDb.set(tweet.id, tweet), {
+    concurrency
+  })
+}
+
+export async function upsertTwitterUsers(
+  u: types.TwitterUser[],
+  { concurrency = DEFAULT_CONCURRENCY }: { concurrency?: number } = {}
+) {
+  return pMap(u, (user) => users.set(user.id, user), { concurrency })
+}
+
+export async function upsertMessages(
+  m: types.Message[],
+  { concurrency = DEFAULT_CONCURRENCY }: { concurrency?: number } = {}
+) {
+  return pMap(m, (message) => messages.set(message.id, message), {
+    concurrency
+  })
+}
+
+export async function upsertMessage(message: types.Message) {
+  const result = await messages.set(message.id, message)
+
+  if (message.responseTweetId) {
+    await messages.set(message.responseTweetId!, {
+      ...message,
+      id: message.responseTweetId!,
+      role: 'assistant'
+    })
+  }
+
+  return result
+}
+
+export async function getCachedUserMentionsForUserSince({
+  userId,
+  sinceMentionId
+}: {
+  userId: string
+  sinceMentionId: string
+}): Promise<types.TweetMentionFetchResult> {
+  const originalSinceMentionId = sinceMentionId
+  const result: types.TweetMentionFetchResult = {
+    mentions: [],
+    users: {},
+    tweets: {},
+    sinceMentionId
+  }
+
+  const mentionDb = getTweetMentionDbForUserId(userId)
+
+  // TODO: do this the right way using some redis magic instead of naively
+  // iterating across all keys
+  for await (const tweet of mentionDb.iterator()) {
+    if (tweetIdComparator(tweet, originalSinceMentionId) > 0) {
+      result.mentions.push(tweet)
+      result.sinceMentionId = maxTwitterId(result.sinceMentionId, tweet.id)
+    }
+  }
+
+  return result
+}
+
+export { tweets, users, messages, state }
diff --git a/src/mentions.ts b/src/mentions.ts
new file mode 100644
index 0000000..b014154
--- /dev/null
+++ b/src/mentions.ts
@@ -0,0 +1,456 @@
+import pMap from 'p-map'
+
+import * as config from './config.js'
+import * as db from './db.js'
+import * as twitter from './twitter.js'
+import type * as types from './types.js'
+import { getTwitterUserIdMentions } from './twitter-mentions.js'
+import {
+  getTweetUrl,
+  maxTwitterId,
+  minTwitterId,
+  tweetComparator
+} from './twitter-utils.js'
+import { getPrompt } from './utils.js'
+
+/**
+ * Fetches new unanswered mentions, preprocesses them, and sorts them by a
+ * priority heuristic.
+ */
+export async function getTweetMentionsBatch(
+  ctx: types.Context
+): Promise<types.TweetMentionBatch> {
+  const batch: types.PartialTweetMentionBatch = {
+    mentions: [],
+    numMentionsPostponed: 0,
+
+    users: {},
+    tweets: {},
+
+    minSinceMentionId: undefined,
+    sinceMentionId: ctx.sinceMentionId,
+
+    messages: [],
+    hasTwitterAuthError: false,
+    hasTwitterRateLimitError: false,
+    hasNetworkError: false,
+
+    /** Updates the max twitter id processed this batch */
+    updateSinceMentionId(tweetId: string) {
+      batch.sinceMentionId = maxTwitterId(batch.sinceMentionId, tweetId)
+    },
+
+    /** Attempts to retrieve a twitter user from the cache */
+    async tryGetUserById(userId?: string) {
+      if (!userId) return
+
+      let user = batch.users[userId]
+      if (user) return user
+
+      user = await db.users.get(userId)
+      if (user) batch.users[userId] = user
+
+      return user
+    },
+
+    /** Attempts to retrieve a tweet from the cache */
+    async tryGetTweetById(tweetId?: string) {
+      if (!tweetId) return
+
+      let tweet = batch.tweets[tweetId]
+      if (tweet) return tweet
+
+      tweet = await db.tweets.get(tweetId)
+      if (tweet) return (batch.tweets[tweetId] = tweet)
+
+      return tweet
+    }
+  }
+
+  await populateTweetMentionsBatch(batch, ctx)
+  const numMentionsFetched = batch.mentions.length
+
+  // Filter out invalid mentions
+  batch.mentions = (
+    await pMap(batch.mentions, async (mention) =>
+      (await isValidMention(mention, batch, ctx)) ? mention : null
+    )
+  ).filter(Boolean)
+
+  const numMentionsValid = batch.mentions.length
+
+  // Sort the oldest mentions first
+  batch.mentions = batch.mentions.sort(tweetComparator)
+  const prevMessages: Record<string, types.Message> = {}
+
+  // Filter any mentions which we've already replied to
+  if (!ctx.forceReply) {
+    batch.mentions = (
+      await pMap(
+        batch.mentions,
+        async (mention) => {
+          const message = await db.messages.get(mention.id)
+
+          if (message && (!message.error || message.isErrorFinal)) {
+            batch.updateSinceMentionId(mention.id)
+            return undefined
+          } else {
+            const repliedToTweetRef = mention.referenced_tweets?.find(
+              (t) => t.type === 'replied_to'
+            )
+
+            if (repliedToTweetRef?.id) {
+              try {
+                const repliedToMessage = await db.messages.get(
+                  repliedToTweetRef.id
+                )
+                if (repliedToMessage) {
+                  prevMessages[repliedToTweetRef.id] = repliedToMessage
+                }
+              } catch (err) {}
+            }
+
+            return mention
+          }
+        },
+        {
+          concurrency: 8
+        }
+      )
+    ).filter(Boolean)
+  }
+
+  const numMentionsCandidates = batch.mentions.length
+
+  // Score every valid mention candidate according to a heuristic depending on
+  // how important it is to respond to. Some factors taken into consideration:
+  //    - top-level tweets are ranked higher than replies
+  //    - accounts with lots of followers are prioritized because they have a
+  //      larger surface area for exposure
+  //    - a fixed set of "priority users" are prioritized highest for testing
+  //      purposes; this includes me and my test accounts
+  //    - older tweets that we haven't responded to yet get a small boost
+  for (let i = 0; i < numMentionsCandidates; ++i) {
+    const mention = batch.mentions[i]!
+    let score = (0.5 * (numMentionsCandidates - i)) / numMentionsCandidates
+
+    const repliedToTweetRef = mention.referenced_tweets?.find(
+      (t) => t.type === 'replied_to'
+    )
+    const isReply = !!repliedToTweetRef
+    mention.isReply = isReply
+
+    if (isReply) {
+      let penalty = 10
+
+      const prevMessage = prevMessages[repliedToTweetRef.id]
+      const repliedToTweet = await batch.tryGetTweetById(repliedToTweetRef.id)
+
+      if (repliedToTweet?.author_id === ctx.twitterBotUserId) {
+        // continuing the conversation
+        penalty /= 3
+      } else if (!prevMessage) {
+        penalty *= 5
+      }
+
+      if (prevMessage) {
+        if (prevMessage.promptUserId === mention.author_id) {
+          // continuing the conversation
+          penalty /= 2
+        } else {
+          penalty *= 10
+        }
+
+        if (prevMessage.responseUrl && !prevMessage.error) {
+          // continuing the conversation normally
+        } else if (prevMessage.error && !prevMessage.isErrorFinal) {
+          penalty *= 1000
+        } else {
+          penalty *= 10
+        }
+      } else if (!repliedToTweet) {
+        // possibly deleted
+        penalty *= 100
+      }
+
+      score -= penalty
+    }
+
+    if (config.priorityUsersList.has(mention.author_id!)) {
+      score += 10000
+    }
+
+    const mentionUser = await batch.tryGetUserById(mention.author_id)
+    if (mentionUser) {
+      mention.promptUrl = getTweetUrl({
+        username: mentionUser.username,
+        id: mention.id
+      })
+
+      const numFollowers = mentionUser?.public_metrics?.followers_count
+      if (numFollowers) {
+        mention.numFollowers = numFollowers
+        score += numFollowers / 1000
+      }
+    }
+
+    mention.priorityScore = score
+  }
+
+  // Sort mentions by relative priority, with the highest priority tweets first
+  batch.mentions.sort(
+    (a, b) => (b.priorityScore as number) - (a.priorityScore as number)
+  )
+
+  // console.log('SORTED (first 50)', batch.mentions.slice(0, 50))
+
+  // Loop through all of the mentions we won't be processing in this batch
+  for (let i = ctx.maxNumMentionsToProcess; i < numMentionsCandidates; ++i) {
+    const mention = batch.mentions[i]!
+
+    // make sure we don't skip past these mentions on the next batch
+    batch.minSinceMentionId = minTwitterId(batch.minSinceMentionId, mention.id)
+  }
+
+  batch.numMentionsPostponed = Math.max(
+    0,
+    numMentionsCandidates - ctx.maxNumMentionsToProcess
+  )
+
+  // Limit the number of mentions to process in this batch
+  batch.mentions = batch.mentions.slice(0, ctx.maxNumMentionsToProcess)
+
+  const numMentionsInBatch = batch.mentions.length
+
+  console.log(`fetched mentions batch`, {
+    numMentionsFetched,
+    numMentionsValid,
+    numMentionsCandidates,
+    numMentionsInBatch,
+    numMentionsPostponed: batch.numMentionsPostponed
+  })
+
+  return batch as types.TweetMentionBatch
+}
+
+export async function populateTweetMentionsBatch(
+  batch: types.PartialTweetMentionBatch,
+  ctx: types.Context
+) {
+  console.log('fetching mentions since', batch.sinceMentionId || 'forever')
+
+  const tweetQueryOptions: types.TweetsQueryOptions = {
+    expansions: ['author_id', 'in_reply_to_user_id', 'referenced_tweets.id'],
+    'tweet.fields': [
+      'created_at',
+      'public_metrics',
+      'conversation_id',
+      'in_reply_to_user_id',
+      'referenced_tweets',
+      'text'
+    ],
+    'user.fields': ['profile_image_url', 'public_metrics']
+  }
+
+  if (ctx.debugTweetIds?.length) {
+    // Debug specific tweets instead of fetching mentions
+    const res = await twitter.findTweetsById(
+      {
+        ...tweetQueryOptions,
+        ids: ctx.debugTweetIds
+      },
+      ctx
+    )
+
+    // console.log('debugTweet', JSON.stringify(res, null, 2))
+
+    batch.mentions = batch.mentions.concat(res.data!)
+
+    if (res.includes?.users?.length) {
+      for (const user of res.includes.users) {
+        batch.users[user.id] = user
+      }
+    }
+
+    if (res.includes?.tweets?.length) {
+      for (const tweet of res.includes.tweets) {
+        batch.tweets[tweet.id] = tweet
+      }
+    }
+  } else {
+    const result = await getTwitterUserIdMentions(
+      ctx.twitterBotUserId,
+      {
+        ...tweetQueryOptions,
+        max_results: 100,
+        since_id: batch.sinceMentionId
+      },
+      ctx
+    )
+
+    batch.mentions = result.mentions
+    batch.users = result.users
+    batch.tweets = result.tweets
+  }
+}
+
+/**
+ * Returns info on the mentions at the start of a tweet.
+ *
+ * @TODO Add unit tests for this
+ */
+export function getNumMentionsInText(
+  text: string = '',
+  ctx: types.Context,
+  { isReply }: { isReply?: boolean } = {}
+) {
+  const prefixText = isReply
+    ? (text.match(/^(@[a-zA-Z0-9_]+\b\s*)+/g) || [])[0]
+    : text
+  if (!prefixText) {
+    return {
+      usernames: [],
+      numMentions: 0
+    }
+  }
+
+  const usernames = (prefixText.match(/@[a-zA-Z0-9_]+\b/g) || []).map(
+    (u: string) => u.trim().toLowerCase().replace(',', '')
+  )
+  let numMentions = 0
+
+  for (const username of usernames) {
+    if (username === ctx.twitterBotHandleL) {
+      numMentions++
+    }
+  }
+
+  return {
+    numMentions,
+    usernames
+  }
+}
+
+/**
+ * @returns whether or not the mention is valid to respond to.
+ *
+ * @todo: this would be *a lot* simpler if twitter fixed not including `display_text_range` in tweets returned by the v2 API:
+ * - https://twittercommunity.com/t/display-text-range-not-included-in-api-v2-tweet-lookup-or-statuses-user-timeline/161896/4
+ * - https://twittercommunity.com/t/is-there-a-way-to-get-something-like-display-text-range-in-api-v2/172689/3
+ */
+export async function isValidMention(
+  mention: types.PartialTweetMention,
+  batch: types.PartialTweetMentionBatch,
+  ctx: types.Context
+): Promise<boolean> {
+  if (!mention) {
+    return false
+  }
+
+  if (config.tweetIgnoreList.has(mention.id!)) {
+    return false
+  }
+
+  if (config.twitterUsersIgnoreList.has(mention.author_id!)) {
+    return false
+  }
+
+  const repliedToTweetRef = mention.referenced_tweets?.find(
+    (t) => t.type === 'replied_to'
+  )
+  const repliedToTweet = repliedToTweetRef
+    ? await batch.tryGetTweetById(repliedToTweetRef.id)
+    : null
+  const isReply = !!repliedToTweetRef
+  let repliedToMention = repliedToTweet
+    ? ({ ...repliedToTweet } as types.PartialTweetMention)
+    : undefined
+
+  if (repliedToTweet && repliedToMention) {
+    repliedToMention.prompt = getPrompt(repliedToTweet.text, ctx)
+    const subMentions = getNumMentionsInText(repliedToTweet.text, ctx, {
+      isReply: !!repliedToTweet.referenced_tweets?.find(
+        (t) => t.type === 'replied_to'
+      )
+    })
+    repliedToMention.numMentions = subMentions.numMentions
+  }
+
+  if (isReply && !repliedToTweet) {
+    return false
+  }
+
+  let { text } = mention
+  mention.prompt = getPrompt(text, ctx)
+  if (!mention.prompt) {
+    // Ignore tweets where the sanitized prompt is empty
+    return false
+  }
+
+  if (
+    mention.prompt.startsWith('(human) ') &&
+    config.priorityUsersList.has(mention.author_id!)
+  ) {
+    // Ignore tweets where one of the authors is responding to people directly
+    // using the bot account
+    return false
+  }
+
+  const { numMentions, usernames } = getNumMentionsInText(text, ctx)
+
+  if (!mention.prompt) {
+    if (isReply) {
+      text = repliedToTweet!.text
+      mention.prompt = repliedToMention!.prompt
+    }
+
+    if (!mention.prompt) {
+      return false
+    }
+  }
+
+  if (
+    numMentions > 0 &&
+    (usernames[usernames.length - 1] === ctx.twitterBotHandleL ||
+      (numMentions === 1 && !isReply))
+  ) {
+    if (
+      isReply &&
+      !ctx.forceReply &&
+      (repliedToMention?.numMentions! > numMentions ||
+        (repliedToMention?.numMentions === numMentions &&
+          repliedToMention?.isReply))
+    ) {
+      // console.log('ignoring mention 0', mention, {
+      //   repliedToMention,
+      //   numMentions
+      // })
+
+      batch.updateSinceMentionId(mention.id!)
+      return false
+    } else if (numMentions === 1) {
+      // TODO: I don't think this is necessary anymore
+      // if (isReply && mention.in_reply_to_user_id !== twitterBotUserId) {
+      //   console.log('ignoring mention 1', mention, {
+      //     numMentions
+      //   })
+      //   batch.updateSinceMentionId(mention.id)
+      //   return false
+      // }
+    }
+  } else {
+    // console.log('ignoring mention 2', pick(mention, 'text', 'id'), {
+    //   numMentions
+    // })
+
+    batch.updateSinceMentionId(mention.id!)
+    return false
+  }
+
+  // console.log(JSON.stringify(mention, null, 2), {
+  //   numMentions,
+  //   repliedToMention
+  // })
+  // console.log(pick(mention, 'id', 'text', 'prompt'), { numMentions })
+  return true
+}
diff --git a/src/reset.d.ts b/src/reset.d.ts
new file mode 100644
index 0000000..69fc8bf
--- /dev/null
+++ b/src/reset.d.ts
@@ -0,0 +1 @@
+import '@total-typescript/ts-reset'
diff --git a/src/respond-to-new-mentions.ts b/src/respond-to-new-mentions.ts
new file mode 100644
index 0000000..8372103
--- /dev/null
+++ b/src/respond-to-new-mentions.ts
@@ -0,0 +1,300 @@
+import pMap from 'p-map'
+
+import * as db from '../src/db.js'
+import type * as types from './types.js'
+import { generateMessageResponse } from './answer-engine.js'
+import { BotError } from './bot-error.js'
+import { getTweetMentionsBatch } from './mentions.js'
+import { getTweetUrl, maxTwitterId, minTwitterId } from './twitter-utils.js'
+import { createTweet } from './twitter.js'
+import { assert, getDebugMention, pick } from './utils.js'
+
+/**
+ * Fetches a batch of unanswered mentions, generates response messages to each
+ * of them via the answer engine, and tweets the responses.
+ */
+export async function respondToNewMentions(ctx: types.Context) {
+  console.log('respond to new mentions since', ctx.sinceMentionId || 'forever')
+
+  // Fetch the mentions to process in this batch
+  const batch = await getTweetMentionsBatch(ctx)
+
+  console.log(
+    `processing ${batch.mentions.length} tweet mentions`,
+    { numMentionsPostponed: batch.numMentionsPostponed },
+    batch.mentions.map(getDebugMention)
+  )
+  console.log()
+
+  if (ctx.earlyExit) {
+    if (batch.mentions.length > 0) {
+      console.log('mentions', JSON.stringify(batch.mentions, null, 2))
+    }
+
+    return batch
+  }
+
+  batch.messages = (
+    await pMap(
+      batch.mentions,
+      async (mention): Promise<types.Message | undefined> => {
+        const { prompt, id: promptTweetId } = mention
+        const promptUserId = mention.author_id!
+        const promptUser = batch.users[mention.author_id!]
+        const promptUsername = promptUser?.username
+
+        assert(promptTweetId, 'missing promptTweetId')
+        assert(promptUser, 'missing promptUser')
+        assert(promptUsername, 'missing promptUsername')
+
+        let message: types.Message = {
+          id: promptTweetId,
+          type: 'tweet',
+          role: 'user',
+          answerEngine: ctx.answerEngine,
+          promptTweetId,
+          promptUserId,
+          promptUsername,
+          prompt,
+          promptUrl: getTweetUrl({
+            username: promptUsername,
+            id: promptTweetId
+          }),
+          priorityScore: mention.priorityScore,
+          numFollowers: mention.numFollowers,
+          isReply: mention.isReply
+        }
+
+        function setResponseTweet(tweet: types.CreatedTweet) {
+          message.responseTweetId = tweet.id
+          message.responseUrl = getTweetUrl({
+            username: ctx.twitterBotHandle.replace('@', ''),
+            id: message.responseTweetId
+          })
+        }
+
+        if (!prompt) {
+          message.error = 'empty prompt'
+          message.isErrorFinal = true
+          return message
+        }
+
+        if (batch.hasNetworkError) {
+          message.error = 'network error'
+          return message
+        }
+
+        if (batch.hasTwitterRateLimitError) {
+          message.error = 'Twitter rate limited'
+          return message
+        }
+
+        if (batch.hasTwitterAuthError) {
+          message.error = 'Twitter auth expired'
+          return message
+        }
+
+        try {
+          // NOTE: Disabling this check for now because the GET tweets endpoint
+          // is severely rate-limited.
+          // Double-check that the tweet still exists before resolving it
+          // const promptTweet = await twitter.findTweetById(promptTweetId, ctx)
+          // if (!promptTweet) {
+          //   throw new BotError(
+          //     `Tweet not found (possibly deleted): ${promptTweetId}`,
+          //     {
+          //       type: 'twitter:forbidden',
+          //       isFinal: true
+          //     }
+          //   )
+          // }
+
+          const prevPartialMessage = await db.messages.get(promptTweetId)
+
+          if (prevPartialMessage?.response) {
+            message = {
+              ...prevPartialMessage,
+              ...message
+            }
+
+            console.log('resuming', {
+              ...getDebugMention(mention),
+              ...pick(message as any, 'response', 'error')
+            })
+          } else {
+            console.log('processing', getDebugMention(mention))
+
+            // TODO: Re-add moderation support
+            // const promptModerationResult = await checkModeration(prompt)
+            // if (promptModerationResult.flagged) {
+            //   const reason = Object.keys(promptModerationResult.categories)
+            //     .filter((key) => promptModerationResult.categories[key])
+            //     .join(', ')
+            //   const error = new BotError(
+            //     `Error prompt flagged for moderation: ${reason}`,
+            //     {
+            //       type: 'moderation',
+            //       isFinal: true
+            //     }
+            //   )
+            //   console.error(error.toString(), prompt, promptModerationResult)
+            //   throw error
+            // }
+
+            const repliedToTweetRef = mention.referenced_tweets?.find(
+              (t) => t.type === 'replied_to'
+            )
+            const repliedToTweet = repliedToTweetRef
+              ? batch.tweets[repliedToTweetRef.id]
+              : undefined
+
+            if (
+              repliedToTweet &&
+              repliedToTweet.author_id === ctx.twitterBotUserId
+            ) {
+              const prevMessage = await db.messages.get(repliedToTweet.id)
+
+              if (prevMessage && !prevMessage.error) {
+                console.log('prevMessage', prevMessage)
+                assert(prevMessage.role === 'assistant')
+                message.parentMessageId = prevMessage.id
+              }
+            }
+
+            await generateMessageResponse(message, ctx)
+
+            // TODO: Re-add moderation support
+            // const responseModerationResult = await checkModeration(message.response)
+            // if (responseModerationResult.flagged) {
+            //   const reason = Object.keys(responseModerationResult.categories)
+            //     .filter((key) => responseModerationResult.categories[key])
+            //     .join(', ')
+            //   const error = new BotError(
+            //     `Error response flagged for moderation: ${reason}`,
+            //     {
+            //       type: 'moderation',
+            //       isFinal: true
+            //     }
+            //   )
+            //   console.error(error.toString(), message.response, responseModerationResult)
+            //   throw error
+            // }
+          }
+
+          if (!ctx.dryRun) {
+            const tweet = await createTweet(
+              {
+                text: message.response!,
+                reply: {
+                  in_reply_to_tweet_id: promptTweetId
+                }
+              },
+              ctx
+            )
+
+            setResponseTweet(tweet)
+          }
+
+          // Remove any previous error state from processing this message
+          delete message.error
+          delete message.errorType
+          delete message.errorStatus
+          delete message.isErrorFinal
+
+          console.log('message', message)
+          console.log()
+
+          return message
+        } catch (err: any) {
+          message.error = err.toString()
+
+          if (err instanceof BotError) {
+            console.warn('bot error', err.toString(), {
+              type: err.type,
+              isFinal: err.isFinal,
+              status: err.status
+            })
+
+            message.errorType = err.type
+            message.errorStatus = err.status
+            message.isErrorFinal = !!err.isFinal
+
+            if (err.type === 'network') {
+              batch.hasNetworkError = true
+            } else if (err.type === 'twitter:auth') {
+              batch.hasTwitterAuthError = true
+            } else if (err.type === 'twitter:rate-limit') {
+              batch.hasTwitterRateLimitError = true
+            } else if (err.type === 'moderation') {
+              try {
+                if (!ctx.dryRun) {
+                  const tweet = await createTweet(
+                    {
+                      text: `Your tweet may violate our usage policy. ${err.toString()}\n\nRef: ${promptTweetId}`,
+                      reply: {
+                        in_reply_to_tweet_id: promptTweetId
+                      }
+                    },
+                    ctx
+                  )
+
+                  setResponseTweet(tweet)
+                  await db.upsertMessage(message)
+                }
+              } catch (err2: any) {
+                console.warn(
+                  `warning: twitter error responding to tweet after ${err.type} error`,
+                  err2.toString()
+                )
+              }
+            }
+
+            return message
+          }
+
+          // Unknown application error; bail out
+          throw err
+        } finally {
+          try {
+            if (!ctx.dryRun) {
+              // Ensure that updates to this message are persisted to the db
+              await db.upsertMessage(message)
+            }
+          } catch (err: any) {
+            console.warn('ignoring message upsert error', err.toString())
+          }
+        }
+      },
+      {
+        concurrency: 2
+      }
+    )
+  ).filter(Boolean)
+
+  // Update sinceMentionId to the most recent tweet mention processed
+  for (const message of batch.messages) {
+    if (!message.error || message.isErrorFinal) {
+      batch.sinceMentionId = maxTwitterId(
+        batch.sinceMentionId,
+        message.promptTweetId
+      )
+    } else {
+      batch.minSinceMentionId = minTwitterId(
+        batch.minSinceMentionId,
+        message.promptTweetId
+      )
+    }
+  }
+
+  if (batch.minSinceMentionId) {
+    // Rollback to the earliest tweet which wasn't processed successfully.
+    // We want to make sure that we don't skip past any tweets which were
+    // either skipped over or which failed to process.
+    batch.sinceMentionId = minTwitterId(
+      batch.minSinceMentionId,
+      batch.sinceMentionId
+    )
+  }
+
+  return batch
+}
diff --git a/src/twitter-client.ts b/src/twitter-client.ts
new file mode 100644
index 0000000..415bbec
--- /dev/null
+++ b/src/twitter-client.ts
@@ -0,0 +1,97 @@
+import { Nango } from '@nangohq/node'
+import { Client as TwitterClient, auth } from 'twitter-api-sdk'
+
+import * as config from './config.js'
+import { assert } from './utils.js'
+
+// The Twitter+Nango client auth connection key
+const nangoTwitterProviderConfigKey = 'twitter-v2'
+
+// The Twitter OAuth2User class requires a client id, which we don't have
+// since we're using Nango for auth, so instead we just pass a dummy value
+// and allow Nango to handle all auth/refresh/access token management.
+const twitterClientId = 'xbot'
+
+const defaultRequiredTwitterOAuthScopes = new Set<string>([
+  'tweet.read',
+  'users.read',
+  'offline.access',
+  'tweet.write'
+])
+
+// NOTE: these should be global to ensure that they persists across serverless
+// function invocations (if deployed in a serverless setting)
+let _nango: Nango | null = null
+
+function getNango(): Nango {
+  if (!_nango) {
+    const secretKey = process.env.NANGO_SECRET_KEY?.trim()
+    if (!secretKey) {
+      throw new Error(`Missing required process.env.NANGO_SECRET_KEY`)
+    }
+
+    _nango = new Nango({ secretKey })
+  }
+
+  return _nango
+}
+
+async function getTwitterAuth({
+  scopes = defaultRequiredTwitterOAuthScopes
+}: { scopes?: Set<string> } = {}): Promise<auth.OAuth2User> {
+  const nango = getNango()
+  const connection = await nango.getConnection(
+    nangoTwitterProviderConfigKey,
+    config.nangoConnectionId
+  )
+
+  // console.debug('nango twitter connection', connection)
+  // connection.credentials.raw
+  // {
+  //   token_type: 'bearer',
+  //   expires_in: number,
+  //   access_token: string
+  //   scope: string
+  //   expires_at: string
+  // }
+  const connectionScopes = new Set<string>(
+    connection.credentials.raw.scope.split(' ')
+  )
+  const missingScopes = new Set<string>()
+
+  for (const scope of scopes) {
+    if (!connectionScopes.has(scope)) {
+      missingScopes.add(scope)
+    }
+  }
+
+  if (missingScopes.size > 0) {
+    throw new Error(
+      `Nango connection ${
+        config.nangoConnectionId
+      } is missing required OAuth scopes: ${[...missingScopes.values()].join(
+        ', '
+      )}`
+    )
+  }
+
+  const token = connection.credentials.raw
+  assert(token)
+
+  return new auth.OAuth2User({
+    client_id: twitterClientId,
+    callback: config.nangoCallbackUrl,
+    scopes: [...scopes.values()] as any,
+    token
+  })
+}
+
+export async function getTwitterClient({
+  scopes = defaultRequiredTwitterOAuthScopes
+}: { scopes?: Set<string> } = {}): Promise<TwitterClient> {
+  // NOTE: Nango handles refreshing the oauth access token for us
+  const twitterAuth = await getTwitterAuth({ scopes })
+
+  // Twitter API v2 using OAuth 2.0
+  return new TwitterClient(twitterAuth)
+}
diff --git a/src/twitter-mentions.ts b/src/twitter-mentions.ts
new file mode 100644
index 0000000..6946998
--- /dev/null
+++ b/src/twitter-mentions.ts
@@ -0,0 +1,150 @@
+import delay from 'delay'
+
+import * as db from './db.js'
+import * as twitter from './twitter.js'
+import type * as types from './types.js'
+import { BotError } from './bot-error.js'
+import { handleKnownTwitterErrors, maxTwitterId } from './twitter-utils.js'
+
+/**
+ * Fetches the latest mentions of the given `userId` on Twitter.
+ *
+ * NOTE: even with pagination, **only the 800 most recent Tweets can be retrieved**.
+ *
+ * @see https://developer.twitter.com/en/docs/twitter-api/tweets/timelines/api-reference/get-users-id-mentions
+ */
+export async function getTwitterUserIdMentions(
+  userId: string,
+  opts: types.TwitterUserIdMentionsQueryOptions,
+  ctx: types.Context
+): Promise<types.TweetMentionFetchResult> {
+  const originalSinceMentionId = opts.since_id
+
+  let result: types.TweetMentionFetchResult = {
+    mentions: [],
+    users: {},
+    tweets: {},
+    sinceMentionId: originalSinceMentionId
+  }
+
+  if (!ctx.noCache) {
+    const cachedResult = await db.getCachedUserMentionsForUserSince({
+      userId,
+      sinceMentionId: originalSinceMentionId || '0'
+    })
+
+    if (cachedResult?.mentions.length > 0) {
+      result.mentions = result.mentions.concat(cachedResult.mentions)
+      result.users = {
+        ...cachedResult.users,
+        ...result.users
+      }
+      result.tweets = {
+        ...cachedResult.tweets,
+        ...result.tweets
+      }
+
+      result.sinceMentionId = maxTwitterId(
+        result.sinceMentionId,
+        cachedResult.sinceMentionId
+      )
+
+      console.log('tweets.usersIdMentions CACHE HIT', {
+        originalSinceMentionId,
+        sinceMentionId: result.sinceMentionId,
+        numMentions: result.mentions.length
+      })
+    } else {
+      console.log('tweets.usersIdMentions CACHE MISS', {
+        originalSinceMentionId
+      })
+    }
+  }
+
+  do {
+    console.log('tweets.usersIdMentions', {
+      sinceMentionId: result.sinceMentionId
+    })
+
+    try {
+      await twitter.usersIdMentionsThrottleWorkaround()
+
+      const mentionsQuery = twitter.usersIdMentions(
+        userId,
+        {
+          ...opts,
+          since_id: result.sinceMentionId
+        },
+        ctx
+      )
+
+      let numMentionsInQuery = 0
+      let numPagesInQuery = 0
+
+      for await (const page of mentionsQuery) {
+        numPagesInQuery++
+
+        if (page.data?.length) {
+          numMentionsInQuery += page.data?.length
+          result.mentions = result.mentions.concat(page.data)
+
+          if (!ctx.noCache) {
+            await db.upsertTweetMentionsForUserId(userId, page.data)
+          }
+
+          for (const mention of page.data) {
+            result.sinceMentionId = maxTwitterId(
+              result.sinceMentionId,
+              mention.id
+            )
+          }
+        }
+
+        if (page.includes?.users?.length) {
+          for (const user of page.includes.users) {
+            result.users[user.id] = user
+          }
+        }
+
+        if (page.includes?.tweets?.length) {
+          for (const tweet of page.includes.tweets) {
+            result.tweets[tweet.id] = tweet
+          }
+        }
+        await twitter.usersIdMentionsThrottleWorkaround()
+      }
+
+      console.log({ numMentionsInQuery, numPagesInQuery })
+      if (numMentionsInQuery < 5 || !ctx.resolveAllMentions) {
+        break
+      }
+    } catch (err: any) {
+      console.error(
+        'twitter error fetching user mentions:',
+        err.status || err.error?.detail || err.toString()
+      )
+
+      if (result.mentions.length) {
+        break
+      } else {
+        handleKnownTwitterErrors(err, { label: 'fetching tweet mentions' })
+
+        throw new BotError(
+          `Error fetching twitter user mentions: ${err.message}`,
+          {
+            type: 'twitter:unknown',
+            cause: err
+          }
+        )
+      }
+    }
+
+    console.log('pausing for twitter...')
+    await delay(5000)
+  } while (true)
+
+  await db.upsertTweets(Object.values(result.tweets))
+  await db.upsertTwitterUsers(Object.values(result.users))
+
+  return result
+}
diff --git a/src/twitter-utils.test.ts b/src/twitter-utils.test.ts
new file mode 100644
index 0000000..215458f
--- /dev/null
+++ b/src/twitter-utils.test.ts
@@ -0,0 +1,77 @@
+import test from 'ava'
+
+import {
+  getTweetUrl,
+  maxTwitterId,
+  minTwitterId,
+  tweetComparator,
+  tweetIdComparator
+} from './twitter-utils.js'
+
+test('maxTwitterId', (t) => {
+  t.is(maxTwitterId('123', '456'), '456')
+  t.is(maxTwitterId('1230', '999'), '1230')
+  t.is(maxTwitterId('', '999'), '999')
+  t.is(maxTwitterId('999', ''), '999')
+  t.is(maxTwitterId('', undefined), undefined)
+  t.is(maxTwitterId('948392', '948392'), '948392')
+})
+
+test('minTwitterId', (t) => {
+  t.is(minTwitterId('123', '456'), '123')
+  t.is(minTwitterId('1230', '999'), '999')
+  t.is(minTwitterId('', '999'), '999')
+  t.is(minTwitterId('999', ''), '999')
+  t.is(minTwitterId('', undefined), undefined)
+  t.is(minTwitterId('948392', '948392'), '948392')
+})
+
+test('tweetIdComparator', (t) => {
+  t.is(tweetIdComparator('100', '0'), 1)
+  t.is(tweetIdComparator('0', '100009898'), -1)
+  t.is(tweetIdComparator('100', '200'), -1)
+  t.is(tweetIdComparator('3000', '999'), 1)
+  t.is(tweetIdComparator('3001', '3001'), 0)
+})
+
+test('tweetComparator', (t) => {
+  t.is(tweetComparator({ id: '100' }, { id: '200' }), -1)
+  t.is(tweetComparator({ id: '3000' }, { id: '999' }), 1)
+  t.is(tweetComparator({ id: '3001' }, { id: '3001' }), 0)
+
+  t.deepEqual(
+    [
+      { id: '5' },
+      { id: '1000' },
+      { id: '9999' },
+      { id: '5' },
+      { id: '15' },
+      { id: '500' }
+    ].sort(tweetComparator),
+    [
+      { id: '5' },
+      { id: '5' },
+      { id: '15' },
+      { id: '500' },
+      { id: '1000' },
+      { id: '9999' }
+    ]
+  )
+})
+
+test('getTweetUrl', async (t) => {
+  t.is(
+    getTweetUrl({ username: 'foo', id: '123' }),
+    'https://twitter.com/foo/status/123'
+  )
+
+  t.is(
+    getTweetUrl({ username: 'foo-abc', id: '12345678' }),
+    'https://twitter.com/foo-abc/status/12345678'
+  )
+
+  t.is(getTweetUrl({ id: '123' }), undefined)
+  t.is(getTweetUrl({ username: 'foo', id: '' }), undefined)
+  t.is(getTweetUrl({ username: 'foo' }), undefined)
+  t.is(getTweetUrl({ username: '', id: '855' }), undefined)
+})
diff --git a/src/twitter-utils.ts b/src/twitter-utils.ts
new file mode 100644
index 0000000..9224ceb
--- /dev/null
+++ b/src/twitter-utils.ts
@@ -0,0 +1,179 @@
+import { BotError } from './bot-error.js'
+
+/**
+ * Returns the larger of two Twitter IDs, which is used in several places to
+ * keep track of the most recent tweet we've seen or processed.
+ */
+export function maxTwitterId(
+  tweetIdA?: string,
+  tweetIdB?: string
+): string | undefined {
+  if (!tweetIdA && !tweetIdB) {
+    return undefined
+  }
+
+  if (!tweetIdA) {
+    return tweetIdB
+  }
+
+  if (!tweetIdB) {
+    return tweetIdA
+  }
+
+  if (tweetIdA.length < tweetIdB.length) {
+    return tweetIdB
+  } else if (tweetIdA.length > tweetIdB.length) {
+    return tweetIdA
+  }
+
+  if (tweetIdA < tweetIdB) {
+    return tweetIdB
+  }
+
+  return tweetIdA
+}
+
+/**
+ * Returns the smaller of two Twitter IDs, which is used in several places to
+ * keep track of the least recent tweet we've seen or processed.
+ */
+export function minTwitterId(
+  tweetIdA?: string,
+  tweetIdB?: string
+): string | undefined {
+  if (!tweetIdA && !tweetIdB) {
+    return undefined
+  }
+
+  if (!tweetIdA) {
+    return tweetIdB
+  }
+
+  if (!tweetIdB) {
+    return tweetIdA
+  }
+
+  if (tweetIdA.length < tweetIdB.length) {
+    return tweetIdA
+  } else if (tweetIdA.length > tweetIdB.length) {
+    return tweetIdB
+  }
+
+  if (tweetIdA < tweetIdB) {
+    return tweetIdA
+  }
+
+  return tweetIdB
+}
+
+/**
+ * JS comparator function for comparing two Tweet IDs.
+ */
+export function tweetIdComparator(a?: string, b?: string): number {
+  if (a === b) {
+    return 0
+  }
+
+  const max = maxTwitterId(a, b)
+  if (max === a) {
+    return 1
+  } else {
+    return -1
+  }
+}
+
+/**
+ * JS comparator function for comparing two tweet-like objects.
+ */
+export function tweetComparator(
+  tweetA: { id?: string },
+  tweetB: { id?: string }
+): number {
+  const a = tweetA.id
+  const b = tweetB.id
+  return tweetIdComparator(a, b)
+}
+
+export function getTweetUrl({
+  username,
+  id
+}: {
+  username?: string
+  id?: string
+}): string | undefined {
+  if (username && id) {
+    return `https://twitter.com/${username}/status/${id}`
+  }
+}
+
+export function handleKnownTwitterErrors(
+  err: any,
+  { label }: { label: string }
+) {
+  if (err.status === 403) {
+    // user may have deleted the tweet we're trying to respond to
+    throw new BotError(err.error?.detail || `error ${label}: 403 forbidden`, {
+      type: 'twitter:forbidden',
+      isFinal: true,
+      cause: err
+    })
+  } else if (err.status === 400) {
+    if (
+      /value passed for the token was invalid/i.test(
+        err.error?.error_description
+      )
+    ) {
+      throw new BotError(`error ${label}: invalid auth token`, {
+        type: 'twitter:auth',
+        cause: err
+      })
+    }
+  } else if (err.status === 429) {
+    throw new BotError(`error ${label}: too many requests`, {
+      type: 'twitter:rate-limit',
+      cause: err
+    })
+  } else if (err.status === 404) {
+    throw new BotError(err.toString(), {
+      type: 'twitter:forbidden',
+      isFinal: true,
+      cause: err
+    })
+  }
+
+  if (err.status >= 400 && err.status < 500) {
+    throw new BotError(
+      `error ${label}: ${err.status} ${
+        err.error?.description || err.toString()
+      }`,
+      {
+        type: 'twitter:unknown',
+        isFinal: true,
+        cause: err
+      }
+    )
+  } else if (err.status >= 500) {
+    throw new BotError(
+      `error ${label}: ${err.status} ${
+        err.error?.description || err.toString()
+      }`,
+      {
+        type: 'twitter:unknown',
+        isFinal: false,
+        cause: err
+      }
+    )
+  }
+
+  const reason = err.toString().toLowerCase()
+
+  if (reason.includes('fetcherror') || reason.includes('enotfound')) {
+    throw new BotError(err.toString(), {
+      type: 'network',
+      cause: err
+    })
+  }
+
+  // Otherwise, propagate the error
+  throw err
+}
diff --git a/src/twitter.ts b/src/twitter.ts
new file mode 100644
index 0000000..ac239c3
--- /dev/null
+++ b/src/twitter.ts
@@ -0,0 +1,215 @@
+import pThrottle from 'p-throttle'
+import type { Simplify } from 'type-fest'
+
+import * as config from './config.js'
+import type * as types from './types.js'
+import { handleKnownTwitterErrors } from './twitter-utils.js'
+import { assert } from './utils.js'
+
+/**
+ * This file contains rate-limited wrappers around all of the core Twitter API
+ * methods that this project uses.
+ *
+ * NOTE: Twitter has different API rate limits and quotas per plan, so in order
+ * to rate-limit effectively, our throttles need to either use the lowest common
+ * denominator OR vary based on the twitter developer plan you're using. We
+ * chose to go with the latter.
+ *
+ * @see https://developer.twitter.com/en/docs/twitter-api/rate-limits
+ */
+
+type TwitterApiMethod =
+  | 'createTweet'
+  | 'usersIdMentions'
+  | 'findTweetById'
+  | 'findTweetsById'
+
+const TWENTY_FOUR_HOURS_MS = 24 * 60 * 60 * 1000
+const FIFTEEN_MINUTES_MS = 15 * 60 * 1000
+
+const twitterApiRateLimitsByPlan: Record<
+  types.TwitterApiPlan,
+  Record<
+    TwitterApiMethod,
+    {
+      readonly limit: number
+      readonly interval: number
+    }
+  >
+> = {
+  free: {
+    // 50 per 24h per user
+    // 50 per 24h per app
+    createTweet: { limit: 50, interval: TWENTY_FOUR_HOURS_MS },
+
+    // TODO: according to the twitter docs, this shouldn't be allowed on the
+    // free plan, but it seems to work...
+    usersIdMentions: { limit: 180, interval: FIFTEEN_MINUTES_MS },
+
+    // TODO: according to the twitter docs, this shouldn't be allowed on the
+    // free plan, but it seems to work...
+    findTweetById: { limit: 15, interval: FIFTEEN_MINUTES_MS },
+
+    // TODO: according to the twitter docs, this shouldn't be allowed on the
+    // free plan, but it seems to work...
+    findTweetsById: { limit: 15, interval: FIFTEEN_MINUTES_MS }
+  },
+
+  basic: {
+    // 100 per 24h per user
+    // 1667 per 24h per app
+    createTweet: { limit: 100, interval: TWENTY_FOUR_HOURS_MS },
+
+    // https://developer.twitter.com/en/docs/twitter-api/tweets/timelines/api-reference/get-users-id-mentions
+    // TODO: undocumented
+    // 180 per 15m per user
+    // 450 per 15m per app
+    usersIdMentions: { limit: 180, interval: FIFTEEN_MINUTES_MS },
+
+    // 15 per 15m per user
+    // 15 per 15m per app
+    findTweetById: { limit: 15, interval: FIFTEEN_MINUTES_MS },
+    findTweetsById: { limit: 15, interval: FIFTEEN_MINUTES_MS }
+  },
+
+  pro: {
+    // 100 per 15m per user
+    // 10k per 24h per app
+    createTweet: { limit: 100, interval: FIFTEEN_MINUTES_MS },
+
+    // 180 per 15m per user
+    // 450 per 15m per app
+    usersIdMentions: { limit: 180, interval: FIFTEEN_MINUTES_MS },
+
+    // TODO: why would the per-user rate-limit be less than the per-app one?!
+    // 900 per 15m per user
+    // 450 per 15m per app
+    findTweetById: { limit: 450, interval: FIFTEEN_MINUTES_MS },
+    findTweetsById: { limit: 450, interval: FIFTEEN_MINUTES_MS }
+  },
+
+  enterprise: {
+    // NOTE: these are just placeholders; the enterprise plan seems to be
+    // completely customizable, but it's still useful to define rate limits
+    // for robustness. These values just 10x those of the pro plan.
+    createTweet: { limit: 1000, interval: FIFTEEN_MINUTES_MS },
+    usersIdMentions: { limit: 1800, interval: FIFTEEN_MINUTES_MS },
+    findTweetById: { limit: 4500, interval: FIFTEEN_MINUTES_MS },
+    findTweetsById: { limit: 4500, interval: FIFTEEN_MINUTES_MS }
+  }
+}
+
+const createTweetThrottle = pThrottle(
+  twitterApiRateLimitsByPlan[config.twitterApiPlan].createTweet
+)
+
+const usersIdMentionsThrottle = pThrottle(
+  twitterApiRateLimitsByPlan[config.twitterApiPlan].usersIdMentions
+)
+
+const findTweetByIdThrottle = pThrottle(
+  twitterApiRateLimitsByPlan[config.twitterApiPlan].findTweetById
+)
+
+const findTweetsByIdThrottle = pThrottle(
+  twitterApiRateLimitsByPlan[config.twitterApiPlan].findTweetsById
+)
+
+export const createTweet = createTweetThrottle(createTweetImpl)
+export const usersIdMentionsThrottleWorkaround = usersIdMentionsThrottle(
+  () => {}
+)
+export const findTweetById = findTweetByIdThrottle(findTweetByIdImpl)
+export const findTweetsById = findTweetsByIdThrottle(findTweetsByIdImpl)
+
+export type CreateTweetParams = Simplify<
+  Parameters<types.TwitterClient['tweets']['createTweet']>[0]
+>
+
+export type UsersIdMentionsParams = Simplify<
+  Parameters<types.TwitterClient['tweets']['usersIdMentions']>[1]
+>
+
+export type FindTweetByIdParams = Simplify<
+  Parameters<types.TwitterClient['tweets']['findTweetById']>[0]
+>
+
+export type FindTweetsByIdParams = Simplify<
+  Parameters<types.TwitterClient['tweets']['findTweetsById']>[0]
+>
+
+async function createTweetImpl(
+  params: CreateTweetParams,
+  ctx: types.Context
+): Promise<types.CreatedTweet> {
+  assert(!ctx.dryRun)
+
+  try {
+    const { data: tweet } = await ctx.twitterClient.tweets.createTweet(params)
+
+    if (!tweet?.id) {
+      throw new Error('invalid createTweet response')
+    }
+
+    return tweet
+  } catch (err: any) {
+    console.error('error creating tweet', JSON.stringify(err, null, 2))
+
+    handleKnownTwitterErrors(err, { label: 'creating tweet' })
+    throw err
+  }
+}
+
+export function usersIdMentions(
+  userId: string,
+  params: UsersIdMentionsParams,
+  ctx: types.Context
+) {
+  try {
+    const mentionsQuery = ctx.twitterClient.tweets.usersIdMentions(
+      userId,
+      params
+    )
+
+    return mentionsQuery
+  } catch (err: any) {
+    console.error('error fetching user mentions', err)
+
+    handleKnownTwitterErrors(err, { label: 'fetching user mentions' })
+    throw err
+  }
+}
+
+async function findTweetByIdImpl(
+  params: FindTweetByIdParams,
+  ctx: types.Context
+): Promise<types.Tweet> {
+  try {
+    const { data: tweet } = await ctx.twitterClient.tweets.findTweetById(params)
+
+    if (!tweet?.id) {
+      throw new Error('invalid findTweetById response')
+    }
+
+    return tweet
+  } catch (err: any) {
+    console.error('error creating tweet', err)
+
+    handleKnownTwitterErrors(err, { label: 'creating tweet' })
+    throw err
+  }
+}
+
+async function findTweetsByIdImpl(
+  params: FindTweetsByIdParams,
+  ctx: types.Context
+) {
+  try {
+    return await ctx.twitterClient.tweets.findTweetsById(params)
+  } catch (err: any) {
+    console.error('error creating tweet', err)
+
+    handleKnownTwitterErrors(err, { label: 'creating tweet' })
+    throw err
+  }
+}
diff --git a/src/types.ts b/src/types.ts
new file mode 100644
index 0000000..2eedc68
--- /dev/null
+++ b/src/types.ts
@@ -0,0 +1,162 @@
+import type { Client as TwitterClient } from 'twitter-api-sdk'
+import type { AsyncReturnType, SetOptional, Simplify } from 'type-fest'
+
+import type { BotErrorType } from './bot-error.js'
+
+export type { TwitterClient }
+
+export type MessageType = 'tweet' | 'dm'
+export type Role = 'user' | 'assistant'
+export type AnswerEngineType = 'openai' | 'dexa'
+export type TwitterApiPlan = 'free' | 'basic' | 'pro' | 'enterprise'
+
+export type Context = {
+  // Dynamic a state which gets persisted to the db
+  sinceMentionId: string | undefined
+
+  // Services
+  readonly twitterClient: TwitterClient
+
+  // Constant app runtime config
+  readonly debug: boolean
+  readonly dryRun: boolean
+  readonly noCache: boolean
+  readonly earlyExit: boolean
+  readonly forceReply: boolean
+  readonly resolveAllMentions: boolean
+  readonly maxNumMentionsToProcess: number
+  readonly debugTweetIds?: string[]
+  readonly twitterBotHandle: string
+  readonly twitterBotHandleL: string
+  readonly twitterBotUserId: string
+  readonly answerEngine: AnswerEngineType
+}
+
+export interface Message {
+  // We use the tweet id as the message id
+  readonly id: string
+
+  readonly type: MessageType
+  readonly role: Role
+  readonly prompt: string
+  readonly promptTweetId: string
+  readonly promptUserId: string
+  readonly promptUsername?: string
+  promptUrl?: string
+  promptLikes?: number
+  promptRetweets?: number
+  promptReplies?: number
+  promptDate?: string
+
+  // TODO: Re-add prompt language detection or remove these
+  // promptLanguage?: string
+  // promptLanguageScore?: number
+
+  response?: string
+  responseTweetId?: string
+  responseMediaId?: string
+  responseUrl?: string
+  responseLikes?: number
+  responseRetweets?: number
+  responseReplies?: number
+  responseDate?: string
+  readonly answerEngine: AnswerEngineType
+
+  // If this message is in response to a tweet which responded to a previous
+  // message, then keep track of the parent message id so we can reconstruct
+  // the conversation thread.
+  parentMessageId?: string
+
+  error?: string
+  errorType?: BotErrorType
+  errorStatus?: number
+  isErrorFinal?: boolean
+
+  priorityScore?: number
+  numFollowers?: number
+  isReply?: boolean
+}
+
+type Unpacked<T> = T extends (infer U)[] ? U : T
+
+export type Tweet = Simplify<
+  NonNullable<
+    Unpacked<AsyncReturnType<TwitterClient['tweets']['findTweetsById']>['data']>
+  >
+>
+export type TwitterUser = Simplify<
+  NonNullable<AsyncReturnType<TwitterClient['users']['findMyUser']>['data']>
+>
+export type CreatedTweet = Simplify<
+  NonNullable<AsyncReturnType<TwitterClient['tweets']['createTweet']>['data']>
+>
+
+export type TweetsQueryOptions = Simplify<
+  Pick<
+    Parameters<TwitterClient['tweets']['findTweetsById']>[0],
+    'expansions' | 'tweet.fields' | 'user.fields'
+  >
+>
+
+export type TwitterUserIdMentionsQueryOptions = Simplify<
+  NonNullable<Parameters<TwitterClient['tweets']['usersIdMentions']>[1]>
+>
+
+export type TweetMentionAnnotations = {
+  prompt: string
+  numMentions: number
+  priorityScore: number
+  numFollowers: number
+  promptUrl: string
+  isReply: boolean
+}
+
+export type TweetMention = Simplify<Tweet & TweetMentionAnnotations>
+export type PartialTweetMention = SetOptional<
+  TweetMention,
+  keyof TweetMentionAnnotations
+>
+
+export type TweetMentionBatch = {
+  mentions: TweetMention[]
+  numMentionsPostponed: number
+
+  users: Record<string, TwitterUser>
+  tweets: Record<string, Tweet>
+
+  minSinceMentionId?: string
+  sinceMentionId?: string
+
+  // Messages generated from this batch
+  messages: Message[]
+
+  hasTwitterRateLimitError: boolean
+  hasTwitterAuthError: boolean
+  hasNetworkError: boolean
+}
+
+export type PartialTweetMentionBatch = Omit<TweetMentionBatch, 'mentions'> & {
+  /**
+   * Partial tweet mentions to process this batch, which get converted to full
+   * `TweetMention` objects after population and validation.
+   */
+  mentions: PartialTweetMention[]
+
+  /** Updates the max twitter id processed this batch */
+  updateSinceMentionId: (tweetId: string) => void
+
+  /** Attempts to retrieve a twitter user from the cache */
+  tryGetUserById(userId?: string): Promise<TwitterUser | undefined>
+
+  /** Attempts to retrieve a tweet from the cache */
+  tryGetTweetById(tweetId?: string): Promise<Tweet | undefined>
+}
+
+export type TweetMentionFetchResult = {
+  mentions: Tweet[]
+  users: Record<string, TwitterUser>
+  tweets: Record<string, Tweet>
+  sinceMentionId?: string
+}
+
+export type IDGeneratorFunction = () => string
diff --git a/src/utils.test.ts b/src/utils.test.ts
new file mode 100644
index 0000000..45ddbd3
--- /dev/null
+++ b/src/utils.test.ts
@@ -0,0 +1,33 @@
+import test from 'ava'
+
+import { getPrompt } from './utils.js'
+
+test('getPrompt', (t) => {
+  t.is(getPrompt('@transitive_bs This is a test.'), 'This is a test.')
+  t.is(getPrompt('@transitive_bs, This is a test.'), 'This is a test.')
+  t.is(getPrompt(' @transitive_bs\n\n This is a test.\n\n'), 'This is a test.')
+  t.is(
+    getPrompt(' @transitive_bs\n\n This is a test @foo.\n\n'),
+    'This is a test @foo.'
+  )
+  t.is(getPrompt('\n\n@AskDexa, give me an answer'), 'give me an answer')
+  t.is(
+    getPrompt('@askdexa @transitive_bs @foo give me an answer'),
+    'give me an answer'
+  )
+  t.is(
+    getPrompt('@AskDexa @transitive_bs @foo give me an @bar answer'),
+    'give me an @bar answer'
+  )
+
+  t.is(getPrompt('@AskDexa yoooo'), 'yoooo')
+  t.is(getPrompt('@AskDexa https://t.co/foobar'), '')
+  t.is(getPrompt('\n @AskDexa,\n\n \n'), '')
+  t.is(
+    getPrompt(
+      '@AskDexa\n' +
+        'How many genders are there? How many genders are there with dogs? Define what a woman is too please.'
+    ),
+    'How many genders are there? How many genders are there with dogs? Define what a woman is too please.'
+  )
+})
diff --git a/src/utils.ts b/src/utils.ts
new file mode 100644
index 0000000..e17ed0a
--- /dev/null
+++ b/src/utils.ts
@@ -0,0 +1,99 @@
+import { customAlphabet, urlAlphabet } from 'nanoid'
+import invariant from 'tiny-invariant'
+import urlRegex from 'url-regex'
+
+import type * as types from './types.js'
+
+const rUrl = urlRegex()
+
+export { invariant as assert }
+
+export function stripAtMentions(text: string) {
+  return text.replaceAll(/\b@([a-zA-Z0-9_]+\b)/g, '$1').trim()
+}
+
+/**
+ * From `obj`, create a new object that does not include `keys`.
+ *
+ * @example
+ * ```
+ * omit({ a: 1, b: 2, c: 3 }, 'a', 'c') // { b: 2 }
+ * ```
+ */
+export const omit = <T extends Record<any, unknown>, K extends keyof T>(
+  obj: T,
+  ...keys: K[]
+): Omit<T, K> =>
+  Object.fromEntries(
+    Object.entries(obj).filter(([k]) => !keys.includes(k as any))
+  ) as any
+
+/**
+ * From `obj`, create a new object that only includes `keys`.
+ *
+ * @example
+ * ```
+ * pick({ a: 1, b: 2, c: 3 }, 'a', 'c') // { a: 1, c: 3 }
+ * ```
+ */
+export const pick = <T extends Record<any, unknown>, K extends keyof T>(
+  obj: T,
+  ...keys: K[]
+): Pick<T, K> =>
+  Object.fromEntries(
+    Object.entries(obj).filter(([k]) => keys.includes(k as any))
+  ) as any
+
+/**
+ * A default ID generator function that uses a custom alphabet based on
+ * URL-safe symbols.
+ */
+export const defaultIDGeneratorFn: types.IDGeneratorFunction =
+  customAlphabet(urlAlphabet)
+
+export function createID(...prefixes: string[]): string {
+  return [...prefixes, defaultIDGeneratorFn()].filter(Boolean).join(':')
+}
+
+export function getDebugMention(
+  mention: types.TweetMention
+  // ...additionalFields: (keyof types.TweetMention)[]
+): Partial<types.TweetMention> {
+  return pick(
+    mention,
+    'id',
+    'text',
+    'prompt',
+    'promptUrl',
+    'isReply',
+    'numFollowers',
+    'priorityScore'
+  )
+}
+
+/**
+ * Converts a Tweet text string to a prompt ready for input to the answer engine.
+ *
+ * Strips usernames at the front of a tweet and URLs (like for embedding images).
+ */
+export function getPrompt(text: string = '', ctx?: types.Context): string {
+  if (ctx) {
+    text = text
+      .replace(ctx.twitterBotHandleL, '')
+      .replace(ctx.twitterBotHandle, '')
+  }
+
+  // strip usernames
+  let prompt = text
+    .trim()
+    .replace(/^\s*@[a-zA-Z0-9_]+/g, '')
+    .replace(/^\s*@[a-zA-Z0-9_]+/g, '')
+    .replace(/^\s*@[a-zA-Z0-9_]+/g, '')
+    .replace(/^\s*@[a-zA-Z0-9_]+/g, '')
+    .replace(rUrl, '')
+    .trim()
+    .replace(/^,\s*/, '')
+    .trim()
+
+  return prompt
+}
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..c432e73
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,25 @@
+{
+  "compilerOptions": {
+    "target": "ES2020",
+    "lib": ["ESNext"],
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "verbatimModuleSyntax": true,
+    "allowJs": true,
+    "resolveJsonModule": true,
+    "moduleDetection": "force",
+    "isolatedModules": true,
+    "useDefineForClassFields": true,
+    "experimentalDecorators": false,
+
+    "strict": true,
+    "noUncheckedIndexedAccess": true,
+    "forceConsistentCasingInFileNames": true,
+
+    "module": "NodeNext",
+    "moduleResolution": "NodeNext",
+    "outDir": "dist",
+    "sourceMap": true
+  },
+  "include": ["src", "bin"]
+}