diff --git a/package.json b/package.json
index d54c1fbf..46d090fd 100644
--- a/package.json
+++ b/package.json
@@ -25,6 +25,8 @@
   "license": "MIT",
   "dependencies": {
     "@ant-design/icons": "^6.0.0",
+    "@anthropic-ai/bedrock-sdk": "^0.27.0",
+    "@anthropic-ai/sdk": "^0.81.0",
     "@date-fns/tz": "^1.4.1",
     "@fontsource/fira-code": "^5.2.7",
     "antd": "^6.0.0",
@@ -46,7 +48,9 @@
     "react": "^18.0.0",
     "react-dom": "^18.0.0",
     "react-json-tree": "0.18.0",
+    "react-markdown": "^8.0.0",
     "react-virtualized": "patch:react-virtualized@npm%3A9.22.5#~/.yarn/patches/react-virtualized-npm-9.22.5-be95b8e1a8.patch",
+    "remark-gfm": "^3.0.0",
     "tmp": "0.2.4",
     "tslib": "^2.8.1",
     "update-electron-app": "^2.0.1",
diff --git a/src/ai-interfaces.ts b/src/ai-interfaces.ts
new file mode 100644
index 00000000..a26677e6
--- /dev/null
+++ b/src/ai-interfaces.ts
@@ -0,0 +1,43 @@
+export interface AiMessage {
+  role: 'user' | 'assistant';
+  content: string;
+}
+
+export interface SerializedLogEntry {
+  timestamp: string;
+  level: string;
+  message: string;
+  line: number;
+  sourceFile: string;
+  meta?: string;
+  repeated?: string[];
+}
+
+export interface SerializedLogFile {
+  fileName: string;
+  logType: string;
+  entryCount: number;
+  entries: SerializedLogEntry[];
+}
+
+export interface SerializedLogContext {
+  files: SerializedLogFile[];
+  stateFiles?: Array<{
+    fileName: string;
+    content: string;
+  }>;
+}
+
+export interface AiStreamChunkData {
+  requestId: string;
+  chunk: string;
+}
+
+export interface AiStreamDoneData {
+  requestId: string;
+}
+
+export interface AiStreamErrorData {
+  requestId: string;
+  error: string;
+}
diff --git a/src/ipc-events.ts b/src/ipc-events.ts
index 524e6f9a..a1843c02 100644
--- a/src/ipc-events.ts
+++ b/src/ipc-events.ts
@@ -32,4 +32,13 @@ export const enum IpcEvents {
   READ_ANY_FILE = 'READ_ANY_FILE',
   TRACE_CHECK_SOURCEMAP = 'TRACE_CHECK_SOURCEMAP',
   OPEN_LINE_IN_SOURCE = 'OPEN_LINE_IN_SOURCE',
+  AI_SEND_MESSAGE = 'AI_SEND_MESSAGE',
+  AI_STREAM_CHUNK = 'AI_STREAM_CHUNK',
+  AI_STREAM_DONE = 'AI_STREAM_DONE',
+  AI_STREAM_ERROR = 'AI_STREAM_ERROR',
+  AI_ABORT = 'AI_ABORT',
+  AI_SHOW_DIRECTORY_PICKER = 'AI_SHOW_DIRECTORY_PICKER',
+  AI_SSO_LOGIN = 'AI_SSO_LOGIN',
+  AI_CHECK_AVAILABLE = 'AI_CHECK_AVAILABLE',
+  TOGGLE_AI_SIDEBAR = 'TOGGLE_AI_SIDEBAR',
 }
diff --git a/src/main/ai/ai-config.ts b/src/main/ai/ai-config.ts
new file mode 100644
index 00000000..0f0f1aa3
--- /dev/null
+++ b/src/main/ai/ai-config.ts
@@ -0,0 +1,62 @@
+import fs from 'node:fs';
+import path from 'node:path';
+import os from 'node:os';
+
+const CONFIG_PATH = path.join(os.homedir(), '.config', 'sleuth', 'ai.json');
+
+interface AiConfig {
+  fmaRole: string;
+  model: string;
+}
+
+let loadedConfig: AiConfig | null = null;
+
+/**
+ * Read AI configuration from ~/.config/sleuth/ai.json.
+ *
+ * The config file is expected to contain:
+ *   { "fmaRole": "<account>/<role>/<session>", "model": "<bedrock-model-id>" }
+ *
+ * Values are cached after first read. Environment variables take precedence
+ * when set, allowing developers to override without editing the file.
+ */
+function loadConfig(): AiConfig {
+  if (loadedConfig) return loadedConfig;
+
+  try {
+    const raw = fs.readFileSync(CONFIG_PATH, 'utf-8');
+    const parsed: unknown = JSON.parse(raw);
+
+    if (
+      parsed &&
+      typeof parsed === 'object' &&
+      'fmaRole' in parsed &&
+      'model' in parsed &&
+      typeof (parsed as AiConfig).fmaRole === 'string' &&
+      typeof (parsed as AiConfig).model === 'string'
+    ) {
+      loadedConfig = parsed as AiConfig;
+      return loadedConfig;
+    }
+  } catch {
+    // Config file missing or malformed — fall through to empty defaults
+  }
+
+  loadedConfig = { fmaRole: '', model: '' };
+  return loadedConfig;
+}
+
+/** FMA role ARN, sourced from env var or config file. */
+export function getFmaRole(): string {
+  return process.env.SLEUTH_AI_FMA_ROLE ?? loadConfig().fmaRole;
+}
+
+/** Bedrock model ID, sourced from env var or config file. */
+export function getModel(): string {
+  return process.env.SLEUTH_AI_MODEL ?? loadConfig().model;
+}
+
+/** AWS region override (env-only, defaults to us-east-1). */
+export function getAwsRegion(): string {
+  return process.env.SLEUTH_AI_AWS_REGION ?? 'us-east-1';
+}
diff --git a/src/main/ai/ai-service.ts b/src/main/ai/ai-service.ts
new file mode 100644
index 00000000..0c40ae0b
--- /dev/null
+++ b/src/main/ai/ai-service.ts
@@ -0,0 +1,191 @@
+import { AnthropicBedrock } from '@anthropic-ai/bedrock-sdk';
+import type { BrowserWindow } from 'electron';
+import type {
+  ContentBlockParam,
+  MessageParam,
+  ToolUseBlock,
+} from '@anthropic-ai/sdk/resources';
+
+import { IpcEvents } from '../../ipc-events';
+import type { AiMessage, SerializedLogContext } from '../../ai-interfaces';
+import { buildSystemPrompt } from './log-context-formatter';
+import {
+  CODEBASE_TOOL_DEFINITIONS,
+  LOG_TOOL_DEFINITIONS,
+  REPO_CONTEXT_TOOL_DEFINITIONS,
+  executeTools,
+} from './tools';
+import { getAwsCredentials, clearCredentialCache } from './aws-credentials';
+import { getModel, getAwsRegion } from './ai-config';
+
+export class AiService {
+  private client: AnthropicBedrock | null = null;
+  private activeRequests = new Map<string, AbortController>();
+
+  private async getClient(): Promise<AnthropicBedrock> {
+    // Always get fresh credentials (cached internally for 10 min)
+    const creds = await getAwsCredentials();
+
+    // Recreate client if credentials changed
+    this.client = new AnthropicBedrock({
+      awsRegion: getAwsRegion(),
+      awsAccessKey: creds.accessKeyId,
+      awsSecretKey: creds.secretAccessKey,
+      awsSessionToken: creds.sessionToken,
+    });
+
+    return this.client;
+  }
+
+  async sendMessage(
+    window: BrowserWindow,
+    requestId: string,
+    messages: AiMessage[],
+    logContext: SerializedLogContext,
+    codebasePaths: string[],
+  ): Promise<void> {
+    let client: AnthropicBedrock;
+    try {
+      client = await this.getClient();
+    } catch (error) {
+      if (!window.isDestroyed()) {
+        window.webContents.send(IpcEvents.AI_STREAM_ERROR, {
+          requestId,
+          error: error instanceof Error ? error.message : String(error),
+        });
+      }
+      return;
+    }
+
+    const controller = new AbortController();
+    this.activeRequests.set(requestId, controller);
+
+    try {
+      const systemPrompt = buildSystemPrompt(logContext);
+
+      // Always include log tools and repo context tools;
+      // include codebase tools only if paths are configured
+      const tools = [
+        ...LOG_TOOL_DEFINITIONS,
+        ...REPO_CONTEXT_TOOL_DEFINITIONS,
+        ...(codebasePaths.length > 0 ? CODEBASE_TOOL_DEFINITIONS : []),
+      ];
+
+      let currentMessages: MessageParam[] = messages.map((m) => ({
+        role: m.role,
+        content: m.content,
+      }));
+
+      // Cap tool-use iterations so a model that keeps asking for tools
+      // cannot loop forever (bounds cost and latency on pathological inputs).
+      const MAX_TOOL_ITERATIONS = 20;
+
+      // Tool-use loop
+      let hitToolLimit = false;
+      for (let iteration = 0; iteration < MAX_TOOL_ITERATIONS; iteration++) {
+        const stream = client.messages.stream(
+          {
+            model: getModel(),
+            max_tokens: 8192,
+            system: systemPrompt,
+            messages: currentMessages,
+            tools,
+          },
+          { signal: controller.signal },
+        );
+
+        stream.on('text', (text) => {
+          if (!window.isDestroyed()) {
+            window.webContents.send(IpcEvents.AI_STREAM_CHUNK, {
+              requestId,
+              chunk: text,
+            });
+          }
+        });
+
+        const finalMessage = await stream.finalMessage();
+
+        const toolUseBlocks = finalMessage.content.filter(
+          (b) => b.type === 'tool_use',
+        );
+
+        if (
+          finalMessage.stop_reason === 'tool_use' &&
+          toolUseBlocks.length > 0
+        ) {
+          // Notify renderer about tool calls
+          for (const block of toolUseBlocks) {
+            if (block.type === 'tool_use' && !window.isDestroyed()) {
+              window.webContents.send(IpcEvents.AI_STREAM_CHUNK, {
+                requestId,
+                chunk: `\n\n> *Using tool: ${block.name}*\n\n`,
+              });
+            }
+          }
+
+          // Execute tools and continue conversation
+          currentMessages.push({
+            role: 'assistant',
+            content: finalMessage.content as ContentBlockParam[],
+          });
+          const toolResults = await executeTools(
+            toolUseBlocks as ToolUseBlock[],
+            codebasePaths,
+            logContext,
+          );
+          currentMessages.push({
+            role: 'user',
+            content: toolResults,
+          });
+        } else {
+          // Done - no more tool calls
+          break;
+        }
+
+        if (iteration === MAX_TOOL_ITERATIONS - 1) {
+          hitToolLimit = true;
+        }
+      }
+
+      if (hitToolLimit && !window.isDestroyed()) {
+        window.webContents.send(IpcEvents.AI_STREAM_CHUNK, {
+          requestId,
+          chunk: `\n\n> *Stopped after ${MAX_TOOL_ITERATIONS} tool iterations to avoid runaway loops. Ask a follow-up if you'd like me to continue.*\n\n`,
+        });
+      }
+
+      if (!window.isDestroyed()) {
+        window.webContents.send(IpcEvents.AI_STREAM_DONE, { requestId });
+      }
+    } catch (error) {
+      const msg = error instanceof Error ? error.message : String(error);
+
+      // If we get an auth error mid-stream, clear the credential cache
+      if (
+        msg.includes('ExpiredToken') ||
+        msg.includes('InvalidSignature') ||
+        msg.includes('UnrecognizedClient') ||
+        msg.includes('403')
+      ) {
+        clearCredentialCache();
+      }
+
+      if (!window.isDestroyed()) {
+        window.webContents.send(IpcEvents.AI_STREAM_ERROR, {
+          requestId,
+          error: msg,
+        });
+      }
+    } finally {
+      this.activeRequests.delete(requestId);
+    }
+  }
+
+  abort(requestId: string): void {
+    const controller = this.activeRequests.get(requestId);
+    if (controller) {
+      controller.abort();
+      this.activeRequests.delete(requestId);
+    }
+  }
+}
diff --git a/src/main/ai/aws-credentials.ts b/src/main/ai/aws-credentials.ts
new file mode 100644
index 00000000..62c4acca
--- /dev/null
+++ b/src/main/ai/aws-credentials.ts
@@ -0,0 +1,149 @@
+import { execFile, spawn } from 'node:child_process';
+import { promisify } from 'node:util';
+
+import { getFmaRole } from './ai-config';
+
+const execFileAsync = promisify(execFile);
+
+interface AwsCredentials {
+  accessKeyId: string;
+  secretAccessKey: string;
+  sessionToken: string;
+  expiration?: Date;
+}
+
+let cachedCredentials: AwsCredentials | null = null;
+let cacheExpiresAt = 0;
+
+/**
+ * Parse the shell `export` output from `fma-sso-assume-role print`
+ * into structured credentials.
+ */
+function parseCredentialOutput(stdout: string): AwsCredentials {
+  const vars: Record<string, string> = {};
+  for (const line of stdout.split('\n')) {
+    // Lines look like: export AWS_ACCESS_KEY_ID="ASIA..."
+    const match = line.match(/^export\s+(\w+)="?([^"]*)"?$/);
+    if (match) {
+      vars[match[1]] = match[2];
+    }
+  }
+
+  const accessKeyId = vars.AWS_ACCESS_KEY_ID;
+  const secretAccessKey = vars.AWS_SECRET_ACCESS_KEY;
+  const sessionToken = vars.AWS_SESSION_TOKEN;
+
+  if (!accessKeyId || !secretAccessKey || !sessionToken) {
+    throw new Error('AWS_SSO_AUTH_REQUIRED');
+  }
+
+  return { accessKeyId, secretAccessKey, sessionToken };
+}
+
+/**
+ * Get AWS credentials by running `fma-sso-assume-role print`.
+ * Credentials are cached for 10 minutes.
+ */
+export async function getAwsCredentials(): Promise<AwsCredentials> {
+  if (cachedCredentials && Date.now() < cacheExpiresAt) {
+    return cachedCredentials;
+  }
+
+  try {
+    const { stdout } = await execFileAsync(
+      'fma-sso-assume-role',
+      ['print', `--fma-role=${getFmaRole()}`],
+      { timeout: 10_000 },
+    );
+
+    const creds = parseCredentialOutput(stdout);
+    cachedCredentials = creds;
+    // Cache for 12 hours (matching slack-claude behavior)
+    cacheExpiresAt = Date.now() + 12 * 60 * 60 * 1000;
+    return creds;
+  } catch (error) {
+    // Clear cache on failure
+    cachedCredentials = null;
+    cacheExpiresAt = 0;
+
+    const msg = error instanceof Error ? error.message : String(error);
+    if (msg.includes('ENOENT') || msg.includes('not found')) {
+      throw new Error('AWS_SSO_NOT_INSTALLED');
+    }
+
+    // Any failure likely means auth is required
+    throw new Error('AWS_SSO_AUTH_REQUIRED');
+  }
+}
+
+/**
+ * Open the SSO login flow in the user's browser by running
+ * `fma-sso-assume-role print --refresh-cache` which forces re-auth.
+ * Returns the credentials once login completes.
+ */
+export function startSsoLogin(): Promise<AwsCredentials> {
+  return new Promise((resolve, reject) => {
+    // --refresh-cache forces a new browser auth flow
+    const child = spawn(
+      'fma-sso-assume-role',
+      ['print', `--fma-role=${getFmaRole()}`, '--refresh-cache'],
+      { stdio: ['ignore', 'pipe', 'pipe'] },
+    );
+
+    let stdout = '';
+    let stderr = '';
+
+    child.stdout.on('data', (data: Buffer) => {
+      stdout += data.toString();
+    });
+    child.stderr.on('data', (data: Buffer) => {
+      stderr += data.toString();
+    });
+
+    child.on('close', (code) => {
+      if (code === 0) {
+        try {
+          const creds = parseCredentialOutput(stdout);
+          cachedCredentials = creds;
+          cacheExpiresAt = Date.now() + 12 * 60 * 60 * 1000;
+          resolve(creds);
+        } catch (parseError) {
+          reject(parseError);
+        }
+      } else {
+        reject(new Error(`SSO login failed (exit ${code}): ${stderr}`));
+      }
+    });
+
+    child.on('error', (err) => {
+      reject(new Error(`Failed to start SSO login: ${err.message}`));
+    });
+  });
+}
+
+/**
+ * Check whether the AI feature is available:
+ * 1. `fma-sso-assume-role` must be installed
+ * 2. The required role must be listed in `fma-sso-assume-role list`
+ */
+export async function checkAiAvailable(): Promise<boolean> {
+  const roleShort = getFmaRole().split('/')[1] ?? '';
+  if (!roleShort) return false;
+
+  try {
+    const { stdout } = await execFileAsync('fma-sso-assume-role', ['list'], {
+      timeout: 10_000,
+    });
+    return stdout.includes(roleShort);
+  } catch {
+    return false;
+  }
+}
+
+/**
+ * Invalidate the cached credentials, forcing a fresh fetch on the next call.
+ */
+export function clearCredentialCache(): void {
+  cachedCredentials = null;
+  cacheExpiresAt = 0;
+}
diff --git a/src/main/ai/log-context-formatter.ts b/src/main/ai/log-context-formatter.ts
new file mode 100644
index 00000000..6e0f3bcd
--- /dev/null
+++ b/src/main/ai/log-context-formatter.ts
@@ -0,0 +1,54 @@
+import type { SerializedLogContext } from '../../ai-interfaces';
+
+export function buildSystemPrompt(logContext: SerializedLogContext): string {
+  const parts = [
+    'You are an AI assistant integrated into Sleuth, a Slack desktop application log viewer. Your job is to help engineers find and diagnose bugs in the Slack desktop application using log files.',
+    '',
+    'The user is likely investigating a bug. They may describe symptoms, error messages, or unexpected behavior. Your goal is to proactively search the loaded logs and any configured codebase directories to identify the root cause.',
+    '',
+    'You have tools to explore the loaded log data. Always start by using `list_log_files` to see what log files are available, then use `search_log_entries` or `read_log_entries` to examine relevant logs. Do NOT ask the user which logs to look at — proactively investigate using the tools.',
+    '',
+    'If the user has configured codebase directories (visible in Preferences), you also have tools to search and read source files. Use these to correlate log messages with the code that produced them.',
+    '',
+    'When analyzing logs, pay attention to:',
+    '- Error messages and stack traces',
+    '- Timestamps and chronological ordering of events',
+    '- Patterns of repeated errors or warnings',
+    '- Network connectivity issues (websocket, HTTP failures)',
+    '- Electron/Chromium process issues (renderer crashes, IPC failures)',
+    '- State inconsistencies visible in the log data',
+    '',
+    'Available log tools:',
+    '- `list_log_files`: List all loaded log files and state files with entry counts',
+    '- `read_log_entries`: Read entries from a specific log file (with pagination and level filtering)',
+    '- `search_log_entries`: Search across all logs for a text pattern',
+    '- `read_state_file`: Read state/settings files (environment.json, root-state.json, etc.)',
+    '',
+    'Repository context tools:',
+    '- `read_repo_context`: Read the CLAUDE.md architecture guide for a repository. Use this when you need to understand how a particular part of the codebase is structured, where certain code lives, or how systems interact. Available repos: "webapp" (Slack web app frontend & backend), "slack-desktop" (Electron desktop client), "electron" (Electron framework itself).',
+    '',
+    'Be concise and direct. When referencing log entries, cite the timestamp and source file.',
+    'Format your responses using markdown when helpful.',
+  ];
+
+  // Add a brief summary of available data so Claude can make smart tool choices
+  if (logContext.files.length > 0) {
+    parts.push('');
+    parts.push('Available log files:');
+    for (const file of logContext.files) {
+      parts.push(
+        `  - [${file.logType}] ${file.fileName} (${file.entryCount} entries)`,
+      );
+    }
+  }
+
+  if (logContext.stateFiles && logContext.stateFiles.length > 0) {
+    parts.push('');
+    parts.push('Available state files:');
+    for (const sf of logContext.stateFiles) {
+      parts.push(`  - ${sf.fileName}`);
+    }
+  }
+
+  return parts.join('\n');
+}
diff --git a/src/main/ai/tools.ts b/src/main/ai/tools.ts
new file mode 100644
index 00000000..574ce010
--- /dev/null
+++ b/src/main/ai/tools.ts
@@ -0,0 +1,657 @@
+import path from 'node:path';
+import fs from 'node:fs/promises';
+import https from 'node:https';
+import { execFile } from 'node:child_process';
+import { promisify } from 'node:util';
+
+import type { Tool, ToolResultBlockParam } from '@anthropic-ai/sdk/resources';
+import type { SerializedLogContext } from '../../ai-interfaces';
+
+const execFileAsync = promisify(execFile);
+
+export const CODEBASE_TOOL_DEFINITIONS: Tool[] = [
+  {
+    name: 'search_codebase',
+    description:
+      'Search for files or text patterns within the configured codebase directories. Returns matching file paths and line content.',
+    input_schema: {
+      type: 'object' as const,
+      properties: {
+        query: {
+          type: 'string',
+          description: 'Text or regex pattern to search for',
+        },
+        file_pattern: {
+          type: 'string',
+          description:
+            'Glob pattern to filter files (e.g. "*.ts", "*.tsx"). Default: all files.',
+        },
+        max_results: {
+          type: 'number',
+          description: 'Maximum number of results to return. Default: 20.',
+        },
+      },
+      required: ['query'],
+    },
+  },
+  {
+    name: 'read_file',
+    description:
+      'Read the contents of a specific file from the configured codebase directories.',
+    input_schema: {
+      type: 'object' as const,
+      properties: {
+        path: {
+          type: 'string',
+          description: 'Relative or absolute path to the file to read',
+        },
+        start_line: {
+          type: 'number',
+          description:
+            'Start reading from this line number (1-based). Default: 1.',
+        },
+        end_line: {
+          type: 'number',
+          description:
+            'Stop reading at this line number (inclusive). Default: end of file.',
+        },
+      },
+      required: ['path'],
+    },
+  },
+];
+
+/**
+ * Well-known repo context entries whose CLAUDE.md files provide architectural
+ * context that the AI can consult when debugging log issues.
+ *
+ * Each entry has a `contextFile` (the relative path to the context file within
+ * the repo) and a `remoteUrl` (a raw GitHub URL used as a fallback when the
+ * repo is not present in the user's configured codebase directories).
+ */
+interface RepoContextEntry {
+  name: string;
+  description: string;
+  contextFile: string;
+  /** Raw GitHub URL used as fallback when the repo is not in codebase dirs. */
+  remoteUrl?: string;
+}
+
+const REPO_CONTEXT_ENTRIES: RepoContextEntry[] = [
+  {
+    name: 'webapp',
+    description: 'Slack web application (frontend & backend)',
+    contextFile: 'CLAUDE.md',
+    // Internal repo — requires local codebase directory
+  },
+  {
+    name: 'slack-desktop',
+    description: 'Slack Electron desktop client',
+    contextFile: 'CLAUDE.md',
+    // Internal repo — requires local codebase directory
+  },
+  {
+    name: 'electron',
+    description: 'Electron framework (Chromium + Node.js)',
+    contextFile: 'CLAUDE.md',
+    remoteUrl:
+      'https://raw.githubusercontent.com/electron/electron/main/CLAUDE.md',
+  },
+];
+
+export const REPO_CONTEXT_TOOL_DEFINITIONS: Tool[] = [
+  {
+    name: 'read_repo_context',
+    description:
+      'Read the CLAUDE.md architectural context file for a well-known Slack repository. ' +
+      'Use this to understand how the webapp or desktop client codebase is structured when ' +
+      'correlating log entries with source code.',
+    input_schema: {
+      type: 'object' as const,
+      properties: {
+        repo: {
+          type: 'string',
+          description: `Repository name. One of: ${REPO_CONTEXT_ENTRIES.map((r) => `"${r.name}"`).join(', ')}.`,
+          enum: REPO_CONTEXT_ENTRIES.map((r) => r.name),
+        },
+      },
+      required: ['repo'],
+    },
+  },
+];
+
+export const LOG_TOOL_DEFINITIONS: Tool[] = [
+  {
+    name: 'list_log_files',
+    description:
+      'List all available log files and state files from the loaded log bundle. Returns file names, types, and entry counts. Use this first to understand what log data is available before reading specific entries.',
+    input_schema: {
+      type: 'object' as const,
+      properties: {},
+      required: [],
+    },
+  },
+  {
+    name: 'read_log_entries',
+    description:
+      'Read log entries from a specific log file. Returns entries with timestamps, levels, messages, and source file info. Use offset and limit to page through large files.',
+    input_schema: {
+      type: 'object' as const,
+      properties: {
+        file_name: {
+          type: 'string',
+          description:
+            'The file name to read entries from (as returned by list_log_files)',
+        },
+        offset: {
+          type: 'number',
+          description: 'Start from this entry index (0-based). Default: 0.',
+        },
+        limit: {
+          type: 'number',
+          description: 'Maximum number of entries to return. Default: 100.',
+        },
+        level_filter: {
+          type: 'string',
+          description:
+            'Filter by log level (e.g. "error", "warn", "info", "debug"). Default: all levels.',
+        },
+      },
+      required: ['file_name'],
+    },
+  },
+  {
+    name: 'search_log_entries',
+    description:
+      'Search across all log files for entries matching a text pattern. Returns matching entries from any log file. Useful for finding specific errors, events, or patterns across all logs.',
+    input_schema: {
+      type: 'object' as const,
+      properties: {
+        query: {
+          type: 'string',
+          description: 'Text or regex pattern to search for in log messages',
+        },
+        level_filter: {
+          type: 'string',
+          description:
+            'Filter by log level (e.g. "error", "warn"). Default: all levels.',
+        },
+        max_results: {
+          type: 'number',
+          description:
+            'Maximum number of matching entries to return. Default: 50.',
+        },
+      },
+      required: ['query'],
+    },
+  },
+  {
+    name: 'read_state_file',
+    description:
+      'Read the contents of a state/settings file from the log bundle (e.g. environment.json, root-state.json, local-settings.json).',
+    input_schema: {
+      type: 'object' as const,
+      properties: {
+        file_name: {
+          type: 'string',
+          description:
+            'The state file name to read (as returned by list_log_files)',
+        },
+      },
+      required: ['file_name'],
+    },
+  },
+];
+
+function isPathWithinDirs(filePath: string, allowedDirs: string[]): boolean {
+  const resolved = path.resolve(filePath);
+  return allowedDirs.some((dir) => {
+    const resolvedDir = path.resolve(dir);
+    return (
+      resolved === resolvedDir || resolved.startsWith(resolvedDir + path.sep)
+    );
+  });
+}
+
+interface SearchInput {
+  query: string;
+  file_pattern?: string;
+  max_results?: number;
+}
+
+interface ReadFileInput {
+  path: string;
+  start_line?: number;
+  end_line?: number;
+}
+
+interface ReadLogEntriesInput {
+  file_name: string;
+  offset?: number;
+  limit?: number;
+  level_filter?: string;
+}
+
+interface SearchLogEntriesInput {
+  query: string;
+  level_filter?: string;
+  max_results?: number;
+}
+
+interface ReadStateFileInput {
+  file_name: string;
+}
+
+async function executeSearch(
+  input: SearchInput,
+  codebasePaths: string[],
+): Promise<string> {
+  const maxResults = input.max_results ?? 20;
+  const allResults: string[] = [];
+
+  for (const dir of codebasePaths) {
+    const args = ['-rn', '--max-count', '3'];
+
+    if (input.file_pattern) {
+      args.push('--include', input.file_pattern);
+    }
+
+    // Exclude common non-source directories
+    args.push(
+      '--exclude-dir=node_modules',
+      '--exclude-dir=.git',
+      '--exclude-dir=dist',
+      '--exclude-dir=build',
+    );
+
+    args.push(input.query, dir);
+
+    try {
+      const { stdout } = await execFileAsync('grep', args, {
+        maxBuffer: 1024 * 1024,
+        timeout: 10000,
+      });
+
+      const lines = stdout.trim().split('\n').filter(Boolean);
+      allResults.push(...lines);
+    } catch (error) {
+      // grep returns exit code 1 when no matches found
+      if ((error as NodeJS.ErrnoException).code !== '1') {
+        const err = error as Error;
+        if (!err.message?.includes('exited with code 1')) {
+          allResults.push(`Error searching ${dir}: ${err.message}`);
+        }
+      }
+    }
+  }
+
+  if (allResults.length === 0) {
+    return 'No matches found.';
+  }
+
+  const truncated = allResults.slice(0, maxResults);
+  let result = truncated.join('\n');
+
+  if (allResults.length > maxResults) {
+    result += `\n\n[...truncated, showing ${maxResults} of ${allResults.length} matches]`;
+  }
+
+  return result;
+}
+
+async function executeReadFile(
+  input: ReadFileInput,
+  codebasePaths: string[],
+): Promise<string> {
+  let filePath = input.path;
+
+  // If not absolute, try to resolve against each codebase path
+  if (!path.isAbsolute(filePath)) {
+    let found = false;
+    for (const dir of codebasePaths) {
+      const candidate = path.resolve(dir, filePath);
+      try {
+        await fs.access(candidate);
+        filePath = candidate;
+        found = true;
+        break;
+      } catch {
+        // Try next directory
+      }
+    }
+    if (!found) {
+      return `Error: File not found in any configured codebase directory: ${input.path}`;
+    }
+  }
+
+  // Security: validate path is within allowed directories
+  if (!isPathWithinDirs(filePath, codebasePaths)) {
+    return `Error: Access denied. File is outside configured codebase directories.`;
+  }
+
+  try {
+    const content = await fs.readFile(filePath, 'utf-8');
+    const lines = content.split('\n');
+
+    const startLine = Math.max(1, input.start_line ?? 1);
+    const endLine = Math.min(lines.length, input.end_line ?? lines.length);
+
+    const selectedLines = lines.slice(startLine - 1, endLine);
+    const numbered = selectedLines.map(
+      (line, i) => `${startLine + i}: ${line}`,
+    );
+
+    let result = `File: ${filePath}\n`;
+    if (input.start_line || input.end_line) {
+      result += `Lines ${startLine}-${endLine} of ${lines.length}\n`;
+    }
+    result += '\n' + numbered.join('\n');
+
+    // Truncate very large files
+    const MAX_CHARS = 50000;
+    if (result.length > MAX_CHARS) {
+      result =
+        result.slice(0, MAX_CHARS) + '\n\n[...truncated at 50000 characters]';
+    }
+
+    return result;
+  } catch (error) {
+    return `Error reading file: ${(error as Error).message}`;
+  }
+}
+
+function executeListLogFiles(logContext: SerializedLogContext): string {
+  const parts: string[] = [];
+
+  if (logContext.files.length > 0) {
+    parts.push('=== Log Files ===');
+    for (const file of logContext.files) {
+      parts.push(
+        `  [${file.logType}] ${file.fileName} — ${file.entryCount} entries`,
+      );
+    }
+  } else {
+    parts.push('No log files loaded.');
+  }
+
+  if (logContext.stateFiles && logContext.stateFiles.length > 0) {
+    parts.push('');
+    parts.push('=== State & Settings Files ===');
+    for (const sf of logContext.stateFiles) {
+      parts.push(`  ${sf.fileName}`);
+    }
+  }
+
+  return parts.join('\n');
+}
+
+function executeReadLogEntries(
+  input: ReadLogEntriesInput,
+  logContext: SerializedLogContext,
+): string {
+  const file = logContext.files.find((f) => f.fileName === input.file_name);
+  if (!file) {
+    return `Error: Log file "${input.file_name}" not found. Use list_log_files to see available files.`;
+  }
+
+  let entries = file.entries;
+
+  if (input.level_filter) {
+    const level = input.level_filter.toLowerCase();
+    entries = entries.filter((e) => e.level.toLowerCase() === level);
+  }
+
+  const offset = input.offset ?? 0;
+  const limit = input.limit ?? 100;
+  const sliced = entries.slice(offset, offset + limit);
+
+  if (sliced.length === 0) {
+    return `No entries found (offset=${offset}, total matching=${entries.length}).`;
+  }
+
+  const header = `[${file.logType}] ${file.fileName} — showing entries ${offset}-${offset + sliced.length - 1} of ${entries.length}${input.level_filter ? ` (filtered: ${input.level_filter})` : ''}`;
+  const lines = sliced.map((e) => {
+    let line = `[${e.timestamp}] [${e.level}] [${e.sourceFile}:${e.line}] ${e.message}`;
+    if (e.meta) line += `\n  meta: ${e.meta}`;
+    if (e.repeated?.length) line += `\n  repeated ${e.repeated.length}x`;
+    return line;
+  });
+
+  let result = header + '\n\n' + lines.join('\n');
+
+  const MAX_CHARS = 80000;
+  if (result.length > MAX_CHARS) {
+    result =
+      result.slice(0, MAX_CHARS) + '\n\n[...truncated at 80000 characters]';
+  }
+
+  return result;
+}
+
+function executeSearchLogEntries(
+  input: SearchLogEntriesInput,
+  logContext: SerializedLogContext,
+): string {
+  const maxResults = input.max_results ?? 50;
+  const matches: string[] = [];
+  let regex: RegExp;
+
+  try {
+    regex = new RegExp(input.query, 'i');
+  } catch {
+    // Fall back to literal string match
+    regex = new RegExp(input.query.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'), 'i');
+  }
+
+  for (const file of logContext.files) {
+    for (const entry of file.entries) {
+      if (matches.length >= maxResults) break;
+
+      if (
+        input.level_filter &&
+        entry.level.toLowerCase() !== input.level_filter.toLowerCase()
+      ) {
+        continue;
+      }
+
+      if (regex.test(entry.message) || (entry.meta && regex.test(entry.meta))) {
+        let line = `[${file.fileName}] [${entry.timestamp}] [${entry.level}] [${entry.sourceFile}:${entry.line}] ${entry.message}`;
+        if (entry.meta) line += `\n  meta: ${entry.meta}`;
+        if (entry.repeated?.length)
+          line += `\n  repeated ${entry.repeated.length}x`;
+        matches.push(line);
+      }
+    }
+    if (matches.length >= maxResults) break;
+  }
+
+  if (matches.length === 0) {
+    return `No log entries matching "${input.query}" found.`;
+  }
+
+  let result =
+    `Found ${matches.length} matching entries:\n\n` + matches.join('\n');
+
+  const MAX_CHARS = 80000;
+  if (result.length > MAX_CHARS) {
+    result =
+      result.slice(0, MAX_CHARS) + '\n\n[...truncated at 80000 characters]';
+  }
+
+  return result;
+}
+
+function executeReadStateFile(
+  input: ReadStateFileInput,
+  logContext: SerializedLogContext,
+): string {
+  if (!logContext.stateFiles) {
+    return 'No state files available.';
+  }
+
+  const stateFile = logContext.stateFiles.find(
+    (f) => f.fileName === input.file_name,
+  );
+  if (!stateFile) {
+    return `Error: State file "${input.file_name}" not found. Use list_log_files to see available files.`;
+  }
+
+  let result = `=== ${stateFile.fileName} ===\n\n${stateFile.content}`;
+
+  const MAX_CHARS = 80000;
+  if (result.length > MAX_CHARS) {
+    result =
+      result.slice(0, MAX_CHARS) + '\n\n[...truncated at 80000 characters]';
+  }
+
+  return result;
+}
+
+interface ReadRepoContextInput {
+  repo: string;
+}
+
+const MAX_REDIRECTS = 5;
+
+function fetchUrl(
+  url: string,
+  redirectsRemaining = MAX_REDIRECTS,
+): Promise<string> {
+  return new Promise((resolve, reject) => {
+    https
+      .get(url, (res) => {
+        if (
+          res.statusCode &&
+          res.statusCode >= 300 &&
+          res.statusCode < 400 &&
+          res.headers.location
+        ) {
+          if (redirectsRemaining <= 0) {
+            reject(new Error(`Too many redirects (>${MAX_REDIRECTS})`));
+            return;
+          }
+          fetchUrl(res.headers.location, redirectsRemaining - 1).then(
+            resolve,
+            reject,
+          );
+          return;
+        }
+        if (res.statusCode !== 200) {
+          reject(new Error(`HTTP ${res.statusCode}`));
+          return;
+        }
+        const chunks: Buffer[] = [];
+        res.on('data', (chunk: Buffer) => chunks.push(chunk));
+        res.on('end', () => resolve(Buffer.concat(chunks).toString('utf-8')));
+        res.on('error', reject);
+      })
+      .on('error', reject);
+  });
+}
+
+async function executeReadRepoContext(
+  input: ReadRepoContextInput,
+  codebasePaths: string[],
+): Promise<string> {
+  const entry = REPO_CONTEXT_ENTRIES.find((r) => r.name === input.repo);
+  if (!entry) {
+    return `Error: Unknown repo "${input.repo}". Available repos: ${REPO_CONTEXT_ENTRIES.map((r) => r.name).join(', ')}`;
+  }
+
+  const MAX_CHARS = 80000;
+
+  // 1. Try reading from configured codebase directories first
+  for (const dir of codebasePaths) {
+    const candidate = path.join(dir, entry.contextFile);
+    try {
+      const content = await fs.readFile(candidate, 'utf-8');
+      let result = `=== ${entry.name} (${entry.description}) — ${entry.contextFile} ===\n\n${content}`;
+      if (result.length > MAX_CHARS) {
+        result =
+          result.slice(0, MAX_CHARS) + '\n\n[...truncated at 80000 characters]';
+      }
+      return result;
+    } catch {
+      // Not in this directory, try next
+    }
+  }
+
+  // 2. Fall back to remote URL if available
+  if (entry.remoteUrl) {
+    try {
+      const content = await fetchUrl(entry.remoteUrl);
+      let result = `=== ${entry.name} (${entry.description}) — ${entry.contextFile} ===\n\n${content}`;
+      if (result.length > MAX_CHARS) {
+        result =
+          result.slice(0, MAX_CHARS) + '\n\n[...truncated at 80000 characters]';
+      }
+      return result;
+    } catch {
+      return `Error: Could not fetch CLAUDE.md for "${entry.name}" from ${entry.remoteUrl}.`;
+    }
+  }
+
+  return `Error: Could not find ${entry.contextFile} for "${entry.name}". Add the repository to your codebase directories in Preferences.`;
+}
+
+interface ToolUseInput {
+  id: string;
+  name: string;
+  input: unknown;
+}
+
+export async function executeTools(
+  toolUseBlocks: ToolUseInput[],
+  codebasePaths: string[],
+  logContext: SerializedLogContext,
+): Promise<ToolResultBlockParam[]> {
+  const results: ToolResultBlockParam[] = [];
+
+  for (const block of toolUseBlocks) {
+    let content: string;
+
+    if (block.name === 'search_codebase') {
+      content = await executeSearch(
+        block.input as unknown as SearchInput,
+        codebasePaths,
+      );
+    } else if (block.name === 'read_file') {
+      content = await executeReadFile(
+        block.input as unknown as ReadFileInput,
+        codebasePaths,
+      );
+    } else if (block.name === 'list_log_files') {
+      content = executeListLogFiles(logContext);
+    } else if (block.name === 'read_log_entries') {
+      content = executeReadLogEntries(
+        block.input as unknown as ReadLogEntriesInput,
+        logContext,
+      );
+    } else if (block.name === 'search_log_entries') {
+      content = executeSearchLogEntries(
+        block.input as unknown as SearchLogEntriesInput,
+        logContext,
+      );
+    } else if (block.name === 'read_state_file') {
+      content = executeReadStateFile(
+        block.input as unknown as ReadStateFileInput,
+        logContext,
+      );
+    } else if (block.name === 'read_repo_context') {
+      content = await executeReadRepoContext(
+        block.input as unknown as ReadRepoContextInput,
+        codebasePaths,
+      );
+    } else {
+      content = `Unknown tool: ${block.name}`;
+    }
+
+    results.push({
+      type: 'tool_result',
+      tool_use_id: block.id,
+      content,
+    });
+  }
+
+  return results;
+}
diff --git a/src/main/ipc.ts b/src/main/ipc.ts
index eae19c73..597a8f18 100644
--- a/src/main/ipc.ts
+++ b/src/main/ipc.ts
@@ -30,6 +30,9 @@ import { getSentryHref } from '../renderer/sentry';
 import { openLineInSource } from './open-line-in-source';
 import { isTraceSourcemapped } from './filesystem/is-trace-sourcemapped';
 import { Editor } from '../renderer/components/preferences/preferences-utils';
+import { AiService } from './ai/ai-service';
+import { startSsoLogin, checkAiAvailable } from './ai/aws-credentials';
+import type { AiMessage, SerializedLogContext } from '../ai-interfaces';
 
 fs.watch(app.getPath('downloads'), async () => {
   const suggestions = await getItemsInSuggestionFolders();
@@ -76,6 +79,7 @@ export class IpcManager {
     this.setupProcessor();
     this.setupOpenSentry();
     this.setupLogFileContextMenu();
+    this.setupAi();
   }
 
   public openFile(pathName: string) {
@@ -381,6 +385,54 @@ export class IpcManager {
     );
   }
 
+  private setupAi() {
+    const aiService = new AiService();
+
+    ipcMain.handle(
+      IpcEvents.AI_SEND_MESSAGE,
+      async (
+        event,
+        requestId: string,
+        messages: AiMessage[],
+        logContext: SerializedLogContext,
+        codebasePaths: string[],
+      ) => {
+        const window = BrowserWindow.fromWebContents(event.sender);
+        if (!window) return;
+
+        await aiService.sendMessage(
+          window,
+          requestId,
+          messages,
+          logContext,
+          codebasePaths,
+        );
+      },
+    );
+
+    ipcMain.handle(IpcEvents.AI_ABORT, async (_event, requestId: string) => {
+      aiService.abort(requestId);
+    });
+
+    ipcMain.handle(IpcEvents.AI_SSO_LOGIN, async () => {
+      await startSsoLogin();
+    });
+
+    ipcMain.handle(IpcEvents.AI_CHECK_AVAILABLE, async () => {
+      return checkAiAvailable();
+    });
+
+    ipcMain.handle(IpcEvents.AI_SHOW_DIRECTORY_PICKER, async (event) => {
+      const window = BrowserWindow.fromWebContents(event.sender);
+      if (!window) return { filePaths: [], canceled: true };
+
+      return dialog.showOpenDialog(window, {
+        properties: ['openDirectory'],
+        title: 'Select Codebase Directory',
+      });
+    });
+  }
+
   private setupLogFileContextMenu() {
     ipcMain.handle(
       IpcEvents.OPEN_LINE_IN_SOURCE,
diff --git a/src/main/menu-template.ts b/src/main/menu-template.ts
index 4650f6b7..8c3bbd90 100644
--- a/src/main/menu-template.ts
+++ b/src/main/menu-template.ts
@@ -91,6 +91,16 @@ export function getMenuTemplate(options: MenuTemplateOptions) {
         {
           role: 'resetZoom',
         },
+        {
+          type: 'separator',
+        },
+        {
+          label: 'Toggle AI Sidebar',
+          accelerator: 'CmdOrCtrl+L',
+          click(_item: Electron.MenuItem, browserWindow: BrowserWindow) {
+            browserWindow.webContents.send(IpcEvents.TOGGLE_AI_SIDEBAR);
+          },
+        },
       ],
     },
     {
diff --git a/src/preload/preload.ts b/src/preload/preload.ts
index b74cbe67..9d523262 100644
--- a/src/preload/preload.ts
+++ b/src/preload/preload.ts
@@ -20,6 +20,13 @@ import {
   app,
 } from 'electron';
 import { Editor } from '../renderer/components/preferences/preferences-utils';
+import type {
+  AiMessage,
+  SerializedLogContext,
+  AiStreamChunkData,
+  AiStreamDoneData,
+  AiStreamErrorData,
+} from '../ai-interfaces';
 
 const packageJSON = JSON.parse(
   fs
@@ -75,6 +82,8 @@ export const SleuthAPI = {
     }),
   setupToggleSidebar: (cb: () => void) =>
     ipcRenderer.on(IpcEvents.TOGGLE_SIDEBAR, cb),
+  setupToggleAiSidebar: (cb: () => void) =>
+    ipcRenderer.on(IpcEvents.TOGGLE_AI_SIDEBAR, cb),
   setColorTheme: (colorTheme: ColorTheme) =>
     ipcRenderer.invoke(IpcEvents.SET_COLOR_THEME, colorTheme),
   /**
@@ -138,6 +147,44 @@ export const SleuthAPI = {
       sourceFile,
       options,
     ),
+  aiSendMessage: (
+    requestId: string,
+    messages: AiMessage[],
+    logContext: SerializedLogContext,
+    codebasePaths: string[],
+  ) =>
+    ipcRenderer.invoke(
+      IpcEvents.AI_SEND_MESSAGE,
+      requestId,
+      messages,
+      logContext,
+      codebasePaths,
+    ),
+  setupAiStreamChunk: (
+    cb: (_event: Electron.IpcRendererEvent, data: AiStreamChunkData) => void,
+  ) => {
+    ipcRenderer.on(IpcEvents.AI_STREAM_CHUNK, cb);
+    return () => ipcRenderer.off(IpcEvents.AI_STREAM_CHUNK, cb);
+  },
+  setupAiStreamDone: (
+    cb: (_event: Electron.IpcRendererEvent, data: AiStreamDoneData) => void,
+  ) => {
+    ipcRenderer.on(IpcEvents.AI_STREAM_DONE, cb);
+    return () => ipcRenderer.off(IpcEvents.AI_STREAM_DONE, cb);
+  },
+  setupAiStreamError: (
+    cb: (_event: Electron.IpcRendererEvent, data: AiStreamErrorData) => void,
+  ) => {
+    ipcRenderer.on(IpcEvents.AI_STREAM_ERROR, cb);
+    return () => ipcRenderer.off(IpcEvents.AI_STREAM_ERROR, cb);
+  },
+  aiAbort: (requestId: string) =>
+    ipcRenderer.invoke(IpcEvents.AI_ABORT, requestId),
+  aiSsoLogin: (): Promise<void> => ipcRenderer.invoke(IpcEvents.AI_SSO_LOGIN),
+  aiCheckAvailable: (): Promise<boolean> =>
+    ipcRenderer.invoke(IpcEvents.AI_CHECK_AVAILABLE),
+  aiShowDirectoryPicker: (): Promise<Electron.OpenDialogReturnValue> =>
+    ipcRenderer.invoke(IpcEvents.AI_SHOW_DIRECTORY_PICKER),
 };
 
 contextBridge.exposeInMainWorld('Sleuth', SleuthAPI);
diff --git a/src/renderer/components/ai/ai-chat-panel.tsx b/src/renderer/components/ai/ai-chat-panel.tsx
new file mode 100644
index 00000000..1af8baa2
--- /dev/null
+++ b/src/renderer/components/ai/ai-chat-panel.tsx
@@ -0,0 +1,157 @@
+import { Alert, Button, Tooltip, Typography } from 'antd';
+import {
+  ClearOutlined,
+  CloseOutlined,
+  FolderOpenOutlined,
+  LoginOutlined,
+} from '@ant-design/icons';
+import { observer } from 'mobx-react';
+import React, { useCallback, useState } from 'react';
+
+import type { SleuthState } from '../../state/sleuth';
+import { AiMessageList } from './ai-message-list';
+import { AiInputArea } from './ai-input-area';
+
+interface AiChatPanelProps {
+  state: SleuthState;
+}
+
+function SsoLoginBanner({ onSuccess }: { onSuccess: () => void }) {
+  const [isLoggingIn, setIsLoggingIn] = useState(false);
+  const [loginError, setLoginError] = useState<string | null>(null);
+
+  const handleLogin = useCallback(async () => {
+    setIsLoggingIn(true);
+    setLoginError(null);
+    try {
+      await window.Sleuth.aiSsoLogin();
+      onSuccess();
+    } catch (error) {
+      setLoginError(error instanceof Error ? error.message : 'Login failed');
+    } finally {
+      setIsLoggingIn(false);
+    }
+  }, [onSuccess]);
+
+  return (
+    <Alert
+      type="warning"
+      showIcon
+      className="AiErrorBanner"
+      message="AWS authentication required"
+      description={
+        <>
+          <Typography.Paragraph style={{ marginBottom: 8 }}>
+            Sign in with AWS SSO to use the AI assistant.
+            {loginError && (
+              <Typography.Text type="danger"> {loginError}</Typography.Text>
+            )}
+          </Typography.Paragraph>
+          <Button
+            size="small"
+            type="primary"
+            icon={<LoginOutlined />}
+            loading={isLoggingIn}
+            onClick={handleLogin}
+          >
+            {isLoggingIn ? 'Waiting for browser...' : 'Authenticate'}
+          </Button>
+        </>
+      }
+    />
+  );
+}
+
+function getErrorAlert(error: string | null, onAuthSuccess: () => void) {
+  if (!error) return null;
+
+  if (
+    error === 'AWS_SSO_AUTH_REQUIRED' ||
+    error.includes('ExpiredToken') ||
+    error.includes('UnrecognizedClient')
+  ) {
+    return <SsoLoginBanner onSuccess={onAuthSuccess} />;
+  }
+
+  if (error === 'AWS_SSO_NOT_INSTALLED') {
+    return (
+      <Alert
+        type="warning"
+        showIcon
+        className="AiErrorBanner"
+        message="AWS SSO tool not found"
+        description={
+          <>
+            Install <Typography.Text code>fma-sso-assume-role</Typography.Text>{' '}
+            to use the AI assistant.
+          </>
+        }
+      />
+    );
+  }
+
+  return (
+    <Alert
+      type="error"
+      showIcon
+      className="AiErrorBanner"
+      message="Error"
+      description={error}
+      closable
+    />
+  );
+}
+
+const AiChatPanel = observer(({ state }: AiChatPanelProps) => {
+  const { aiStore } = state;
+
+  const handleAuthSuccess = useCallback(() => {
+    aiStore.error = null;
+  }, [aiStore]);
+
+  return (
+    <div className="AiChatPanel">
+      <div className="AiChatHeader">
+        <Typography.Text strong>AI Assistant</Typography.Text>
+        <div className="AiChatHeaderActions">
+          {aiStore.messages.length > 0 && (
+            <Tooltip title="Clear conversation">
+              <Button
+                size="small"
+                icon={<ClearOutlined />}
+                onClick={() => aiStore.reset()}
+              />
+            </Tooltip>
+          )}
+          <Tooltip title="Close (⌘L)">
+            <Button
+              size="small"
+              icon={<CloseOutlined />}
+              onClick={() => state.toggleAiSidebar()}
+            />
+          </Tooltip>
+        </div>
+      </div>
+      {getErrorAlert(aiStore.error, handleAuthSuccess)}
+      {aiStore.codebasePaths.length === 0 && aiStore.messages.length === 0 && (
+        <Alert
+          type="info"
+          showIcon
+          className="AiErrorBanner"
+          icon={<FolderOpenOutlined />}
+          message="No codebase directories configured"
+          description={
+            <Typography.Text type="secondary">
+              Add a codebase directory in Preferences to let the AI read source
+              files alongside your logs.
+            </Typography.Text>
+          }
+        />
+      )}
+      <AiMessageList messages={aiStore.messages} />
+      <AiInputArea state={state} />
+    </div>
+  );
+});
+
+export { AiChatPanel };
diff --git a/src/renderer/components/ai/ai-input-area.tsx b/src/renderer/components/ai/ai-input-area.tsx
new file mode 100644
index 00000000..d26b4b24
--- /dev/null
+++ b/src/renderer/components/ai/ai-input-area.tsx
@@ -0,0 +1,62 @@
+import { Button, Input, Space } from 'antd';
+import { SendOutlined, StopOutlined } from '@ant-design/icons';
+import { observer } from 'mobx-react';
+import React, { useState } from 'react';
+
+import type { SleuthState } from '../../state/sleuth';
+
+interface AiInputAreaProps {
+  state: SleuthState;
+}
+
+const AiInputArea = observer(({ state }: AiInputAreaProps) => {
+  const [input, setInput] = useState('');
+  const { aiStore } = state;
+
+  async function handleSend() {
+    const text = input.trim();
+    if (!text || aiStore.isLoading) return;
+
+    setInput('');
+    await aiStore.sendMessage(text, state);
+  }
+
+  function handleKeyDown(e: React.KeyboardEvent) {
+    if (e.key === 'Enter' && !e.shiftKey) {
+      e.preventDefault();
+      handleSend();
+    }
+  }
+
+  return (
+    <div className="AiInputArea">
+      <Space.Compact style={{ width: '100%' }}>
+        <Input.TextArea
+          value={input}
+          onChange={(e) => setInput(e.target.value)}
+          onKeyDown={handleKeyDown}
+          placeholder="Ask about your logs..."
+          autoSize={{ minRows: 1, maxRows: 4 }}
+          style={{ flex: 1 }}
+          disabled={aiStore.isLoading}
+        />
+        {aiStore.isLoading ? (
+          <Button
+            icon={<StopOutlined />}
+            onClick={() => aiStore.abortCurrent()}
+            danger
+          />
+        ) : (
+          <Button
+            icon={<SendOutlined />}
+            onClick={handleSend}
+            type="primary"
+            disabled={!input.trim()}
+          />
+        )}
+      </Space.Compact>
+    </div>
+  );
+});
+
+export { AiInputArea };
diff --git a/src/renderer/components/ai/ai-message-list.tsx b/src/renderer/components/ai/ai-message-list.tsx
new file mode 100644
index 00000000..de95e93f
--- /dev/null
+++ b/src/renderer/components/ai/ai-message-list.tsx
@@ -0,0 +1,121 @@
+import { Button, Typography } from 'antd';
+import { ArrowDownOutlined, LoadingOutlined } from '@ant-design/icons';
+import { observer } from 'mobx-react';
+import React, { memo, useCallback, useEffect, useRef, useState } from 'react';
+import ReactMarkdown from 'react-markdown';
+import remarkGfm from 'remark-gfm';
+
+import type { RendererAiMessage } from '../../state/ai-store';
+
+interface AiMessageListProps {
+  messages: RendererAiMessage[];
+}
+
+/** Pixel threshold for considering the list "at the bottom". */
+const SCROLL_THRESHOLD = 30;
+
+/** Stable reference — avoids re-creating the array on every render. */
+const REMARK_PLUGINS = [remarkGfm];
+
+function isNearBottom(el: HTMLElement): boolean {
+  return el.scrollHeight - el.scrollTop - el.clientHeight < SCROLL_THRESHOLD;
+}
+
+/**
+ * Memoized so completed messages skip ReactMarkdown re-parsing when
+ * a sibling (the streaming message) updates on every chunk.
+ */
+const MessageContent = memo(function MessageContent({
+  content,
+}: {
+  content: string;
+}) {
+  return (
+    <div className="AiMessageContent">
+      <ReactMarkdown remarkPlugins={REMARK_PLUGINS}>{content}</ReactMarkdown>
+    </div>
+  );
+});
+
+const AiMessageList = observer(({ messages }: AiMessageListProps) => {
+  const listRef = useRef<HTMLDivElement>(null);
+  const [isSticky, setIsSticky] = useState(true);
+  const [showScrollButton, setShowScrollButton] = useState(false);
+
+  const lastMessageContent = messages[messages.length - 1]?.content;
+
+  // Track user scroll position — if they scroll away from bottom, stop following
+  const handleScroll = useCallback(() => {
+    if (!listRef.current) return;
+    const atBottom = isNearBottom(listRef.current);
+    setIsSticky(atBottom);
+    setShowScrollButton(!atBottom);
+  }, []);
+
+  // Auto-scroll only when sticky (user hasn't scrolled away)
+  useEffect(() => {
+    if (isSticky && listRef.current) {
+      listRef.current.scrollTop = listRef.current.scrollHeight;
+    }
+  }, [messages.length, lastMessageContent, isSticky]);
+
+  // Re-stick when a new user message is sent (new conversation turn)
+  const prevMessageCount = useRef(messages.length);
+  useEffect(() => {
+    if (messages.length > prevMessageCount.current) {
+      const newest = messages[messages.length - 1];
+      if (newest?.role === 'user') {
+        setIsSticky(true);
+      }
+    }
+    prevMessageCount.current = messages.length;
+  }, [messages, messages.length]);
+
+  const scrollToBottom = useCallback(() => {
+    if (listRef.current) {
+      listRef.current.scrollTop = listRef.current.scrollHeight;
+      setIsSticky(true);
+      setShowScrollButton(false);
+    }
+  }, []);
+
+  if (messages.length === 0) {
+    return (
+      <div className="AiMessageList AiMessageList--empty">
+        <Typography.Text type="secondary">
+          Ask a question about your logs. Attach log files or selected entries
+          for context.
+        </Typography.Text>
+      </div>
+    );
+  }
+
+  return (
+    <div className="AiMessageListWrapper">
+      <div className="AiMessageList" ref={listRef} onScroll={handleScroll}>
+        {messages.map((msg) => (
+          <div key={msg.id} className={`AiMessage AiMessage--${msg.role}`}>
+            <MessageContent content={msg.content} />
+            {msg.role === 'assistant' && msg.isStreaming && !msg.content && (
+              <LoadingOutlined style={{ fontSize: 16 }} />
+            )}
+            {msg.role === 'assistant' && msg.isStreaming && msg.content && (
+              <span className="AiStreamingCursor" />
+            )}
+          </div>
+        ))}
+      </div>
+      {showScrollButton && (
+        <Button
+          className="AiScrollToBottom"
+          shape="circle"
+          size="small"
+          icon={<ArrowDownOutlined />}
+          onClick={scrollToBottom}
+        />
+      )}
+    </div>
+  );
+});
+
+export { AiMessageList };
diff --git a/src/renderer/components/app-core.tsx b/src/renderer/components/app-core.tsx
index 47b0a251..8839c02b 100644
--- a/src/renderer/components/app-core.tsx
+++ b/src/renderer/components/app-core.tsx
@@ -1,5 +1,5 @@
 import { observer } from 'mobx-react';
-import React, { useEffect, useRef, useState } from 'react';
+import React, { useCallback, useEffect, useRef, useState } from 'react';
 import classNames from 'classnames';
 import debug from 'debug';
 
@@ -16,6 +16,7 @@ import {
 import { Sidebar } from './sidebar/sidebar';
 import { Loading } from './loading';
 import { LogContent } from './log-content';
+import { AiChatPanel } from './ai/ai-chat-panel';
 import { flushLogPerformance } from '../processor/performance';
 import { rehydrateBookmarks } from '../state/bookmarks';
 import { getTypesForFiles } from '../../utils/get-file-types';
@@ -278,6 +279,42 @@ export const CoreApplication = observer((props: CoreAppProps) => {
     processFiles();
   }, []);
 
+  const [aiSidebarWidth, setAiSidebarWidth] = useState(400);
+  const isResizingRef = useRef(false);
+
+  const handleResizeMouseDown = useCallback(
+    (e: React.MouseEvent) => {
+      e.preventDefault();
+      isResizingRef.current = true;
+      const startX = e.clientX;
+      const startWidth = aiSidebarWidth;
+
+      const onMouseMove = (moveEvent: MouseEvent) => {
+        if (!isResizingRef.current) return;
+        const delta = startX - moveEvent.clientX;
+        const newWidth = Math.min(
+          Math.max(startWidth + delta, 300),
+          window.innerWidth * 0.5,
+        );
+        setAiSidebarWidth(newWidth);
+      };
+
+      const onMouseUp = () => {
+        isResizingRef.current = false;
+        document.removeEventListener('mousemove', onMouseMove);
+        document.removeEventListener('mouseup', onMouseUp);
+        document.body.style.cursor = '';
+        document.body.style.userSelect = '';
+      };
+
+      document.body.style.cursor = 'col-resize';
+      document.body.style.userSelect = 'none';
+      document.addEventListener('mousemove', onMouseMove);
+      document.addEventListener('mouseup', onMouseUp);
+    },
+    [aiSidebarWidth],
+  );
+
   if (!loadedLogFiles) {
     const percentageLoaded = getPercentageLoaded();
 
@@ -290,7 +327,7 @@ export const CoreApplication = observer((props: CoreAppProps) => {
     );
   }
 
-  const { isSidebarOpen } = props.state;
+  const { isSidebarOpen, isAiSidebarOpen } = props.state;
   const logContentClassName = classNames({ isSidebarOpen });
 
   return (
@@ -299,6 +336,16 @@ export const CoreApplication = observer((props: CoreAppProps) => {
       <div id="content" className={logContentClassName}>
         <LogContent state={props.state} />
       </div>
+
+      {isAiSidebarOpen && (
+        <div className="AiSidebar" style={{ width: aiSidebarWidth }}>
+          <div
+            className="AiSidebar__ResizeHandle"
+            onMouseDown={handleResizeMouseDown}
+          />
+          <AiChatPanel state={props.state} />
+        </div>
+      )}
     </div>
   );
 });
diff --git a/src/renderer/components/mac-titlebar.tsx b/src/renderer/components/mac-titlebar.tsx
index db2b1904..228210b9 100644
--- a/src/renderer/components/mac-titlebar.tsx
+++ b/src/renderer/components/mac-titlebar.tsx
@@ -1,4 +1,8 @@
+import { RobotOutlined } from '@ant-design/icons';
+import { Button, Tooltip } from 'antd';
+import { observer } from 'mobx-react';
 import React from 'react';
+
 import { SleuthState } from '../state/sleuth';
 import { getWindowTitle } from '../../utils/get-window-title';
 
@@ -6,7 +10,7 @@ interface TitlebarProps {
   state: SleuthState;
 }
 
-export const MacTitlebar: React.FC<TitlebarProps> = ({ state }) => {
+export const MacTitlebar: React.FC<TitlebarProps> = observer(({ state }) => {
   function handleDoubleClick() {
     window.Sleuth.sendDoubleClick();
   }
@@ -14,6 +18,17 @@ export const MacTitlebar: React.FC<TitlebarProps> = ({ state }) => {
   return (
     <div className="MacTitlebar" onDoubleClick={handleDoubleClick}>
       <span>{getWindowTitle(state.source)}</span>
+      {state.isAiAvailable && state.source && (
+        <Tooltip title="AI Assistant (⌘L)" placement="bottomLeft">
+          <Button
+            className="MacTitlebar__AiButton"
+            icon={<RobotOutlined />}
+            onClick={() => state.toggleAiSidebar()}
+            type={state.isAiSidebarOpen ? 'primary' : 'text'}
+            size="small"
+          />
+        </Tooltip>
+      )}
     </div>
   );
-};
+});
diff --git a/src/renderer/components/preferences/preferences.tsx b/src/renderer/components/preferences/preferences.tsx
index 0c00c320..3f6d071e 100644
--- a/src/renderer/components/preferences/preferences.tsx
+++ b/src/renderer/components/preferences/preferences.tsx
@@ -1,6 +1,6 @@
 import { observer } from 'mobx-react';
 import { SleuthState } from '../../state/sleuth';
-import React, { useEffect, useState } from 'react';
+import React, { useEffect } from 'react';
 import { format as dateFormatter } from 'date-fns';
 
 import { getSleuth } from '../../sleuth';
@@ -14,6 +14,7 @@ import {
 import { SortDirection } from 'react-virtualized';
 import {
   Alert,
+  Button,
   Checkbox,
   Divider,
   Form,
@@ -25,7 +26,9 @@ import {
 } from 'antd';
 import {
   CodeOutlined,
+  DeleteOutlined,
   FieldTimeOutlined,
+  FolderOpenOutlined,
   FontColorsOutlined,
 } from '@ant-design/icons';
 
@@ -44,13 +47,14 @@ export interface PreferencesProps {
 }
 
 export const Preferences = observer((props: PreferencesProps) => {
-  const [isOpen, setIsOpen] = useState<boolean>(false);
   useEffect(() => {
-    const cleanup = window.Sleuth.setupPreferencesShow(() => setIsOpen(true));
+    const cleanup = window.Sleuth.setupPreferencesShow(() =>
+      props.state.showPreferences(),
+    );
     return () => {
       cleanup();
     };
-  }, []);
+  }, [props.state]);
 
   const {
     colorTheme,
@@ -64,8 +68,8 @@ export const Preferences = observer((props: PreferencesProps) => {
   } = props.state;
   return (
     <Modal
-      open={isOpen}
-      onCancel={() => setIsOpen(false)}
+      open={props.state.isPreferencesOpen}
+      onCancel={() => props.state.hidePreferences()}
       width={700}
       footer={null}
       title={<Typography.Title level={4}>Preferences</Typography.Title>}
@@ -217,6 +221,38 @@ export const Preferences = observer((props: PreferencesProps) => {
           </Typography.Text>
         </Space>
       </Space>
+      <Divider />
+      <Typography.Title level={5}>AI Settings</Typography.Title>
+      <Form.Item layout="vertical" label="Codebase Directories">
+        <Space orientation="vertical" style={{ width: '100%' }}>
+          <Typography.Text type="secondary">
+            Configure local codebase directories that the AI assistant can
+            search to correlate log messages with source code.
+          </Typography.Text>
+          {props.state.aiStore.codebasePaths.map((dirPath, index) => (
+            <Space key={index}>
+              <Typography.Text code>{dirPath}</Typography.Text>
+              <Button
+                size="small"
+                danger
+                icon={<DeleteOutlined />}
+                onClick={() => props.state.aiStore.removeCodebasePath(dirPath)}
+              />
+            </Space>
+          ))}
+          <Button
+            icon={<FolderOpenOutlined />}
+            onClick={async () => {
+              const result = await window.Sleuth.aiShowDirectoryPicker();
+              if (!result.canceled && result.filePaths.length > 0) {
+                props.state.aiStore.addCodebasePath(result.filePaths[0]);
+              }
+            }}
+          >
+            Add Directory
+          </Button>
+        </Space>
+      </Form.Item>
     </Modal>
   );
 });
diff --git a/src/renderer/components/sidebar/sidebar-rail.tsx b/src/renderer/components/sidebar/sidebar-rail.tsx
index 5de7d5aa..2925cd60 100644
--- a/src/renderer/components/sidebar/sidebar-rail.tsx
+++ b/src/renderer/components/sidebar/sidebar-rail.tsx
@@ -1,7 +1,7 @@
 import React from 'react';
 import { observer } from 'mobx-react';
 import { Button, Divider, Flex, Tooltip } from 'antd';
-import { HomeOutlined } from '@ant-design/icons';
+import { HomeOutlined, SettingOutlined } from '@ant-design/icons';
 import { SleuthState } from '../../state/sleuth';
 import { SidebarBookmarks } from './sidebar-bookmarks';
 
@@ -20,6 +20,14 @@ const SidebarRail = observer((props: SidebarRailProps) => {
       </Tooltip>
       <SidebarBookmarks state={props.state} />
       <Divider size="small" />
+      <div style={{ flex: 1 }} />
+      <Tooltip title="Preferences (⌘,)" placement="right">
+        <Button
+          style={{ marginBottom: 4 }}
+          icon={<SettingOutlined />}
+          onClick={() => props.state.showPreferences()}
+        />
+      </Tooltip>
     </Flex>
   );
 });
diff --git a/src/renderer/components/sidebar/sidebar.tsx b/src/renderer/components/sidebar/sidebar.tsx
index 5bef35c7..de7b4ddc 100644
--- a/src/renderer/components/sidebar/sidebar.tsx
+++ b/src/renderer/components/sidebar/sidebar.tsx
@@ -2,7 +2,7 @@ import React from 'react';
 import { observer } from 'mobx-react';
 
 import { SleuthState } from '../../state/sleuth';
-import { Button, Flex } from 'antd';
+import { Button, Flex, Tooltip } from 'antd';
 
 import { MenuFoldOutlined, MenuUnfoldOutlined } from '@ant-design/icons';
 import { SidebarFileTree } from './sidebar-file-tree';
@@ -21,13 +21,18 @@ const Sidebar = observer((props: SidebarProps) => {
         <SidebarRail state={props.state} />
         <SidebarFileTree state={props.state} />
       </Flex>
-      <Button
-        className="SidebarTreeToggle"
-        onClick={props.state.toggleSidebar}
-        variant="filled"
+      <Tooltip
+        title={isSidebarOpen ? 'Collapse Sidebar' : 'Expand Sidebar'}
+        placement="right"
       >
-        {isSidebarOpen ? <MenuFoldOutlined /> : <MenuUnfoldOutlined />}
-      </Button>
+        <Button
+          className="SidebarTreeToggle"
+          onClick={props.state.toggleSidebar}
+          variant="filled"
+        >
+          {isSidebarOpen ? <MenuFoldOutlined /> : <MenuUnfoldOutlined />}
+        </Button>
+      </Tooltip>
     </Flex>
   );
 });
diff --git a/src/renderer/state/ai-store.ts b/src/renderer/state/ai-store.ts
new file mode 100644
index 00000000..8f8a4bdc
--- /dev/null
+++ b/src/renderer/state/ai-store.ts
@@ -0,0 +1,296 @@
+import { observable, action, makeObservable, autorun, toJS } from 'mobx';
+import type {
+  AiMessage,
+  SerializedLogContext,
+  SerializedLogEntry,
+  AiStreamChunkData,
+  AiStreamDoneData,
+  AiStreamErrorData,
+} from '../../ai-interfaces';
+import type { SleuthState } from './sleuth';
+import type { ProcessedLogFile } from '../../interfaces';
+import { setSetting } from '../settings';
+
+interface BaseAiMessage {
+  id: string;
+  content: string;
+}
+
+export interface UserAiMessage extends BaseAiMessage {
+  role: 'user';
+}
+
+export interface AssistantAiMessage extends BaseAiMessage {
+  role: 'assistant';
+  isStreaming: boolean;
+}
+
+export type RendererAiMessage = UserAiMessage | AssistantAiMessage;
+
+export class AiStore {
+  @observable messages: RendererAiMessage[] = [];
+  @observable isLoading = false;
+  @observable currentRequestId: string | null = null;
+  @observable error: string | null = null;
+  @observable codebasePaths: string[] = [];
+
+  private cleanupChunk?: () => void;
+  private cleanupDone?: () => void;
+  private cleanupError?: () => void;
+  private cachedLogContext: SerializedLogContext | null = null;
+
+  constructor() {
+    makeObservable(this);
+    this.loadCodebasePaths();
+    this.setupStreamListeners();
+
+    autorun(() => {
+      const paths = toJS(this.codebasePaths);
+      localStorage.setItem('aiCodebasePaths', JSON.stringify(paths));
+      setSetting('aiCodebasePaths', paths);
+    });
+  }
+
+  @action
+  addUserMessage(content: string) {
+    this.messages.push({
+      id: crypto.randomUUID(),
+      role: 'user',
+      content,
+    });
+    // Add placeholder for assistant response
+    this.messages.push({
+      id: crypto.randomUUID(),
+      role: 'assistant',
+      content: '',
+      isStreaming: true,
+    });
+  }
+
+  @action
+  appendStreamChunk(requestId: string, chunk: string) {
+    if (this.currentRequestId !== requestId) return;
+    const lastMessage = this.messages[this.messages.length - 1];
+    if (lastMessage?.role === 'assistant') {
+      lastMessage.content += chunk;
+    }
+  }
+
+  @action
+  finalizeStream(requestId: string) {
+    if (this.currentRequestId !== requestId) return;
+    const lastMessage = this.messages[this.messages.length - 1];
+    if (lastMessage?.role === 'assistant') {
+      lastMessage.isStreaming = false;
+    }
+    this.isLoading = false;
+    this.currentRequestId = null;
+  }
+
+  @action
+  handleStreamError(requestId: string, error: string) {
+    if (this.currentRequestId !== requestId) return;
+    this.error = error;
+    const lastMessage = this.messages[this.messages.length - 1];
+    if (lastMessage?.role === 'assistant') {
+      lastMessage.isStreaming = false;
+      if (!lastMessage.content) {
+        lastMessage.content =
+          error === 'AWS_SSO_AUTH_REQUIRED'
+            ? 'AWS authentication is required. Click "Authenticate" above to sign in.'
+            : `Error: ${error}`;
+      }
+    }
+    this.isLoading = false;
+    this.currentRequestId = null;
+  }
+
+  @action
+  reset() {
+    this.messages = [];
+    this.isLoading = false;
+    this.error = null;
+    this.currentRequestId = null;
+    this.cachedLogContext = null;
+  }
+
+  @action
+  addCodebasePath(dirPath: string) {
+    if (!this.codebasePaths.includes(dirPath)) {
+      this.codebasePaths.push(dirPath);
+    }
+  }
+
+  @action
+  removeCodebasePath(dirPath: string) {
+    this.codebasePaths = this.codebasePaths.filter((p) => p !== dirPath);
+  }
+
+  @action
+  async sendMessage(userText: string, sleuthState: SleuthState) {
+    this.addUserMessage(userText);
+
+    const requestId = crypto.randomUUID();
+    this.currentRequestId = requestId;
+    this.isLoading = true;
+    this.error = null;
+
+    try {
+      const logContext = this.getLogContext(sleuthState);
+      const apiMessages: AiMessage[] = this.messages
+        .filter((m) => m.content)
+        .map((m) => ({
+          role: m.role,
+          content: m.content,
+        }));
+
+      await window.Sleuth.aiSendMessage(
+        requestId,
+        apiMessages,
+        logContext,
+        toJS(this.codebasePaths),
+      );
+    } catch (error) {
+      this.handleStreamError(
+        requestId,
+        error instanceof Error ? error.message : String(error),
+      );
+    }
+  }
+
+  async abortCurrent() {
+    if (this.currentRequestId) {
+      await window.Sleuth.aiAbort(this.currentRequestId);
+      this.finalizeStream(this.currentRequestId);
+    }
+  }
+
+  dispose() {
+    this.cleanupChunk?.();
+    this.cleanupDone?.();
+    this.cleanupError?.();
+  }
+
+  /**
+   * Return the serialized log context, caching the result since loaded
+   * logs are immutable after processing completes.
+   */
+  private getLogContext(sleuthState: SleuthState): SerializedLogContext {
+    if (this.cachedLogContext) return this.cachedLogContext;
+    this.cachedLogContext = this.serializeAllLogs(sleuthState);
+    return this.cachedLogContext;
+  }
+
+  /**
+   * Invalidate the cached log context (e.g. when new logs are loaded).
+   */
+  invalidateLogCache() {
+    this.cachedLogContext = null;
+  }
+
+  /**
+   * Serialize all loaded log files and state files so the AI service
+   * can make them available via tools (list_log_files, read_log_entries, etc.).
+   *
+   * We map the fields needed for log analysis and drop internal bookkeeping
+   * fields (index, logType, momentValue) to keep the serialized payload
+   * focused. We keep meta (stack traces, extended JSON) and repeated
+   * (collapsed duplicate lines) since they carry diagnostic value.
+   */
+  private serializeAllLogs(sleuthState: SleuthState): SerializedLogContext {
+    const context: SerializedLogContext = { files: [] };
+    const { processedLogFiles, stateFiles } = sleuthState;
+
+    if (processedLogFiles) {
+      // The arrays may contain raw UnzippedFile entries (e.g. ShipIt plists
+      // in installer) alongside ProcessedLogFile entries, so filter by the
+      // discriminant to avoid accessing .logFile on an UnzippedFile.
+      const allLogFiles = [
+        ...processedLogFiles.browser,
+        ...processedLogFiles.webapp,
+        ...processedLogFiles.chromium,
+        ...processedLogFiles.installer,
+        ...processedLogFiles.mobile,
+      ].filter((f): f is ProcessedLogFile => f.type === 'ProcessedLogFile');
+
+      for (const file of allLogFiles) {
+        context.files.push({
+          fileName: file.logFile.fileName,
+          logType: file.logType,
+          entryCount: file.logEntries.length,
+          entries: file.logEntries.map((e) => {
+            const entry: SerializedLogEntry = {
+              timestamp: e.timestamp,
+              level: e.level,
+              message: e.message,
+              line: e.line,
+              sourceFile: e.sourceFile,
+            };
+            if (e.meta != null) {
+              entry.meta =
+                typeof e.meta === 'string'
+                  ? e.meta
+                  : `[${e.meta.timestamp}] [${e.meta.level}] ${e.meta.message}`;
+            }
+            if (e.repeated?.length) {
+              entry.repeated = e.repeated;
+            }
+            return entry;
+          }),
+        });
+      }
+    }
+
+    // Include state files
+    const stateFileNames = Object.keys(stateFiles);
+    if (stateFileNames.length > 0) {
+      context.stateFiles = stateFileNames.map((name) => ({
+        fileName: name,
+        content: JSON.stringify(stateFiles[name].data, null, 2),
+      }));
+    }
+
+    return context;
+  }
+
+  private loadCodebasePaths() {
+    try {
+      const stored = localStorage.getItem('aiCodebasePaths');
+      if (stored) {
+        const parsed: unknown = JSON.parse(stored);
+        if (
+          Array.isArray(parsed) &&
+          parsed.every((p) => typeof p === 'string')
+        ) {
+          this.codebasePaths = parsed;
+        } else {
+          console.warn('Invalid aiCodebasePaths in localStorage, clearing');
+          localStorage.removeItem('aiCodebasePaths');
+        }
+      }
+    } catch {
+      console.warn(
+        'Failed to parse aiCodebasePaths from localStorage, clearing',
+      );
+      localStorage.removeItem('aiCodebasePaths');
+    }
+  }
+
+  private setupStreamListeners() {
+    this.cleanupChunk = window.Sleuth.setupAiStreamChunk(
+      (_event: Electron.IpcRendererEvent, data: AiStreamChunkData) => {
+        this.appendStreamChunk(data.requestId, data.chunk);
+      },
+    );
+    this.cleanupDone = window.Sleuth.setupAiStreamDone(
+      (_event: Electron.IpcRendererEvent, data: AiStreamDoneData) => {
+        this.finalizeStream(data.requestId);
+      },
+    );
+    this.cleanupError = window.Sleuth.setupAiStreamError(
+      (_event: Electron.IpcRendererEvent, data: AiStreamErrorData) => {
+        this.handleStreamError(data.requestId, data.error);
+      },
+    );
+  }
+}
diff --git a/src/renderer/state/sleuth.ts b/src/renderer/state/sleuth.ts
index ebc74424..1e5843fe 100644
--- a/src/renderer/state/sleuth.ts
+++ b/src/renderer/state/sleuth.ts
@@ -42,6 +42,7 @@ import { TraceThreadDescription } from '../processor/trace';
 import { ColorTheme } from '../components/preferences/preferences';
 import { StateTableState } from '../components/state-table';
 import { Editor, EDITORS } from '../components/preferences/preferences-utils';
+import { AiStore } from './ai-store';
 
 const d = debug('sleuth:state');
 
@@ -92,6 +93,9 @@ export class SleuthState {
   @observable public isDetailsVisible = false;
   @observable public isSidebarOpen = true;
   @observable public showStateSummary = false;
+  @observable public isAiSidebarOpen = false;
+  @observable public isAiAvailable = false;
+  @observable public isPreferencesOpen = false;
   @observable public isUserTZ = false;
   @observable.shallow public bookmarks: Array<Bookmark> = [];
   @observable public serializedBookmarks: Record<
@@ -152,6 +156,8 @@ export class SleuthState {
 
   public stateFiles: Record<string, StateTableState> = {};
 
+  public aiStore: AiStore;
+
   // ** Internal settings **
   private didOpenMostRecent = false;
 
@@ -161,6 +167,7 @@ export class SleuthState {
   ) {
     makeObservable(this);
 
+    this.aiStore = new AiStore();
     this.getSuggestions();
     window.Sleuth.setupDarkModeUpdate((prefersDarkColors) => {
       this.prefersDarkColors = prefersDarkColors;
@@ -203,11 +210,13 @@ export class SleuthState {
 
     this.reset = this.reset.bind(this);
     this.toggleSidebar = this.toggleSidebar.bind(this);
+    this.toggleAiSidebar = this.toggleAiSidebar.bind(this);
     this.selectFile = this.selectFile.bind(this);
     this.setMergedFile = this.setMergedFile.bind(this);
     this.setFilterLogLevels = this.setFilterLogLevels.bind(this);
 
     window.Sleuth.setupToggleSidebar(this.toggleSidebar);
+    window.Sleuth.setupToggleAiSidebar(this.toggleAiSidebar);
     window.Sleuth.setupOpenBookmarks((_event, data) =>
       importBookmarks(this, data),
     );
@@ -217,6 +226,23 @@ export class SleuthState {
         event.preventDefault();
       }
     };
+
+    const checkAi = (retries = 2): Promise<void> =>
+      window.Sleuth.aiCheckAvailable().then(
+        action((available: boolean) => {
+          this.isAiAvailable = available;
+        }),
+        (err) => {
+          console.warn('AI availability check failed:', err);
+          if (retries > 0) {
+            return new Promise<void>((resolve) =>
+              setTimeout(() => resolve(checkAi(retries - 1)), 3_000),
+            );
+          }
+        },
+      );
+
+    checkAi();
   }
 
   @computed get isLogViewVisible() {
@@ -256,6 +282,22 @@ export class SleuthState {
     this.isSidebarOpen = !this.isSidebarOpen;
   }
 
+  @action
+  public toggleAiSidebar() {
+    if (!this.isAiAvailable) return;
+    this.isAiSidebarOpen = !this.isAiSidebarOpen;
+  }
+
+  @action
+  public showPreferences() {
+    this.isPreferencesOpen = true;
+  }
+
+  @action
+  public hidePreferences() {
+    this.isPreferencesOpen = false;
+  }
+
   @action
   public toggleTZ() {
     this.isUserTZ = !this.isUserTZ;
@@ -311,6 +353,7 @@ export class SleuthState {
     this.traceThreads = undefined;
     this.selectedTracePid = undefined;
     this.stateFiles = {};
+    this.aiStore.reset();
 
     if (goBackToHome) {
       this.resetApp();
diff --git a/src/renderer/styles/ai-chat.css b/src/renderer/styles/ai-chat.css
new file mode 100644
index 00000000..18f0d5fb
--- /dev/null
+++ b/src/renderer/styles/ai-chat.css
@@ -0,0 +1,232 @@
+.MacTitlebar__AiButton {
+  -webkit-app-region: no-drag;
+  position: absolute;
+  right: 8px;
+}
+
+.AiSidebar {
+  position: relative;
+  min-width: 300px;
+  max-width: 50vw;
+  height: 100vh;
+  border-left: 1px solid var(--ant-color-border);
+  background: var(--ant-color-bg-layout);
+  flex-shrink: 0;
+
+  .Darwin & {
+    height: calc(100vh - var(--sleuth-darwin-titlebar-height));
+  }
+}
+
+.AiSidebar__ResizeHandle {
+  position: absolute;
+  left: 0;
+  top: 0;
+  bottom: 0;
+  width: 4px;
+  cursor: col-resize;
+  z-index: 10;
+
+  &:hover,
+  &:active {
+    background: var(--ant-color-primary);
+    opacity: 0.3;
+  }
+}
+
+.AiChatPanel {
+  display: flex;
+  flex-direction: column;
+  height: 100%;
+  overflow: hidden;
+}
+
+.AiChatHeader {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 8px 12px;
+  border-bottom: 1px solid var(--ant-color-border);
+  flex-shrink: 0;
+}
+
+.AiChatHeaderActions {
+  display: flex;
+  gap: 4px;
+}
+
+.AiMessageListWrapper {
+  flex: 1;
+  position: relative;
+  overflow: hidden;
+}
+
+.AiMessageList {
+  height: 100%;
+  overflow-y: auto;
+  padding: 8px;
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+
+.AiScrollToBottom {
+  position: absolute;
+  bottom: 8px;
+  left: 50%;
+  transform: translateX(-50%);
+  box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15);
+  z-index: 5;
+}
+
+.AiMessageList--empty {
+  align-items: center;
+  justify-content: center;
+  text-align: center;
+  padding: 24px;
+}
+
+.AiMessage {
+  padding: 8px;
+  border-radius: 6px;
+  max-width: 100%;
+  word-wrap: break-word;
+  font-size: 13px;
+  line-height: 1.5;
+}
+
+.AiMessage--user {
+  background: var(--ant-color-bg-container);
+  border: 1px solid var(--ant-color-border);
+}
+
+.AiMessage--assistant {
+  background: var(--ant-color-bg-layout);
+}
+
+.AiMessageContent p {
+  margin: 0 0 8px;
+
+  &:last-child {
+    margin-bottom: 0;
+  }
+}
+
+.AiMessageContent h1,
+.AiMessageContent h2,
+.AiMessageContent h3,
+.AiMessageContent h4 {
+  margin: 12px 0 4px;
+  font-size: 13px;
+  font-weight: 600;
+}
+
+.AiMessageContent ul,
+.AiMessageContent ol {
+  margin: 4px 0;
+  padding-left: 20px;
+}
+
+.AiMessageContent li {
+  margin: 2px 0;
+}
+
+.AiMessageContent blockquote {
+  margin: 4px 0;
+  padding: 2px 8px;
+  border-left: 3px solid var(--ant-color-border);
+  color: var(--ant-color-text-secondary);
+}
+
+.AiMessageContent table {
+  border-collapse: collapse;
+  margin: 4px 0;
+  font-size: 12px;
+  width: 100%;
+}
+
+.AiMessageContent th,
+.AiMessageContent td {
+  border: 1px solid var(--ant-color-border);
+  padding: 4px 8px;
+  text-align: left;
+}
+
+.AiMessageContent th {
+  background: var(--ant-color-fill-tertiary);
+  font-weight: 600;
+}
+
+.AiMessageContent pre {
+  font-family: 'Fira Code', 'Menlo', monospace;
+  font-size: 12px;
+  overflow-x: auto;
+  background: var(--ant-color-fill-tertiary);
+  padding: 8px;
+  border-radius: 4px;
+  margin: 4px 0;
+}
+
+.AiMessageContent code {
+  font-family: 'Fira Code', 'Menlo', monospace;
+  font-size: 12px;
+  background: var(--ant-color-fill-tertiary);
+  padding: 1px 4px;
+  border-radius: 2px;
+}
+
+.AiMessageContent pre code {
+  background: none;
+  padding: 0;
+}
+
+.AiMessageContent a {
+  color: var(--ant-color-primary);
+}
+
+.AiMessageContent hr {
+  border: none;
+  border-top: 1px solid var(--ant-color-border);
+  margin: 8px 0;
+}
+
+.AiErrorBanner {
+  margin: 8px;
+  flex-shrink: 0;
+}
+
+.AiInputArea {
+  border-top: 1px solid var(--ant-color-border);
+  padding: 8px;
+  flex-shrink: 0;
+}
+
+.AiInputArea .ant-space-compact {
+  display: flex;
+  align-items: stretch;
+  gap: 4px;
+}
+
+.AiInputArea .ant-btn {
+  height: auto;
+}
+
+.AiInputArea .ant-input {
+  font-size: 13px;
+}
+
+.AiStreamingCursor {
+  display: inline-block;
+  width: 6px;
+  height: 14px;
+  background: var(--ant-color-primary);
+  margin-left: 2px;
+  vertical-align: text-bottom;
+  animation: ai-blink 1s step-end infinite;
+}
+
+@keyframes ai-blink {
+  50% {
+    opacity: 0;
+  }
+}
diff --git a/src/renderer/styles/mac-titlebar.css b/src/renderer/styles/mac-titlebar.css
index 28f9709e..9220f0ea 100644
--- a/src/renderer/styles/mac-titlebar.css
+++ b/src/renderer/styles/mac-titlebar.css
@@ -1,4 +1,5 @@
 .MacTitlebar {
+  position: relative;
   width: 100vw;
   height: var(--sleuth-darwin-titlebar-height);
   -webkit-user-select: none;
diff --git a/src/renderer/styles/styles.css b/src/renderer/styles/styles.css
index ad8e3d9b..e742dac1 100644
--- a/src/renderer/styles/styles.css
+++ b/src/renderer/styles/styles.css
@@ -21,3 +21,4 @@
 @import 'sidebar-state-dashboard.css';
 @import 'state-table.css';
 @import 'welcome.css';
+@import 'ai-chat.css';
diff --git a/yarn.lock b/yarn.lock
index d0e84a44..5104d4a2 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -97,6 +97,57 @@ __metadata:
   languageName: node
   linkType: hard
 
+"@anthropic-ai/bedrock-sdk@npm:^0.27.0":
+  version: 0.27.0
+  resolution: "@anthropic-ai/bedrock-sdk@npm:0.27.0"
+  dependencies:
+    "@anthropic-ai/sdk": "npm:>=0.50.3 <1"
+    "@aws-crypto/sha256-js": "npm:^4.0.0"
+    "@aws-sdk/client-bedrock-runtime": "npm:^3.797.0"
+    "@aws-sdk/credential-providers": "npm:^3.796.0"
+    "@smithy/eventstream-serde-node": "npm:^2.0.10"
+    "@smithy/fetch-http-handler": "npm:^5.0.4"
+    "@smithy/protocol-http": "npm:^3.0.6"
+    "@smithy/signature-v4": "npm:^3.1.1"
+    "@smithy/smithy-client": "npm:^2.1.9"
+    "@smithy/types": "npm:^2.3.4"
+    "@smithy/util-base64": "npm:^2.0.0"
+  checksum: 10c0/f7466f3ece503cb12cc20c31c7a4cd7294718288000449a09c2422d72f8e1464a8d9de887bd06a1454f896866335f518dc08a7e2904242784fb583b82a8bf81b
+  languageName: node
+  linkType: hard
+
+"@anthropic-ai/sdk@npm:>=0.50.3 <1":
+  version: 0.82.0
+  resolution: "@anthropic-ai/sdk@npm:0.82.0"
+  dependencies:
+    json-schema-to-ts: "npm:^3.1.1"
+  peerDependencies:
+    zod: ^3.25.0 || ^4.0.0
+  peerDependenciesMeta:
+    zod:
+      optional: true
+  bin:
+    anthropic-ai-sdk: bin/cli
+  checksum: 10c0/2d6b1ed34335b736a5bb794853469a76bcd223a56bbc6695b81c9ffa2b906b4a0dff44a1ab1ce5aa5795ee49ac88489eae7cb6383923256cbfff3103ebdd0737
+  languageName: node
+  linkType: hard
+
+"@anthropic-ai/sdk@npm:^0.81.0":
+  version: 0.81.0
+  resolution: "@anthropic-ai/sdk@npm:0.81.0"
+  dependencies:
+    json-schema-to-ts: "npm:^3.1.1"
+  peerDependencies:
+    zod: ^3.25.0 || ^4.0.0
+  peerDependenciesMeta:
+    zod:
+      optional: true
+  bin:
+    anthropic-ai-sdk: bin/cli
+  checksum: 10c0/9ce1de04f88c05a74e67d07e8707d74815df8a9ad4977fbd7ad6fc146cef521214f11c4faeab5f5c00d76ee5671bf4e223dadf0e2f98c2c979aa9e33c8f89d8d
+  languageName: node
+  linkType: hard
+
 "@asamuzakjp/css-color@npm:^3.1.2":
   version: 3.1.7
   resolution: "@asamuzakjp/css-color@npm:3.1.7"
@@ -110,25 +161,711 @@ __metadata:
   languageName: node
   linkType: hard
 
+"@aws-crypto/crc32@npm:3.0.0":
+  version: 3.0.0
+  resolution: "@aws-crypto/crc32@npm:3.0.0"
+  dependencies:
+    "@aws-crypto/util": "npm:^3.0.0"
+    "@aws-sdk/types": "npm:^3.222.0"
+    tslib: "npm:^1.11.1"
+  checksum: 10c0/09189ada61a4ffe6b3bd363b0535438470a8cc1a83c89a2591ef2a0b91acb9c4ba95626557cddf856abb9df0d2bfdb0969512f1949b6db7bff5d17109d8beb3f
+  languageName: node
+  linkType: hard
+
+"@aws-crypto/crc32@npm:5.2.0":
+  version: 5.2.0
+  resolution: "@aws-crypto/crc32@npm:5.2.0"
+  dependencies:
+    "@aws-crypto/util": "npm:^5.2.0"
+    "@aws-sdk/types": "npm:^3.222.0"
+    tslib: "npm:^2.6.2"
+  checksum: 10c0/eab9581d3363af5ea498ae0e72de792f54d8890360e14a9d8261b7b5c55ebe080279fb2556e07994d785341cdaa99ab0b1ccf137832b53b5904cd6928f2b094b
+  languageName: node
+  linkType: hard
+
+"@aws-crypto/sha256-browser@npm:5.2.0":
+  version: 5.2.0
+  resolution: "@aws-crypto/sha256-browser@npm:5.2.0"
+  dependencies:
+    "@aws-crypto/sha256-js": "npm:^5.2.0"
+    "@aws-crypto/supports-web-crypto": "npm:^5.2.0"
+    "@aws-crypto/util": "npm:^5.2.0"
+    "@aws-sdk/types": "npm:^3.222.0"
+    "@aws-sdk/util-locate-window": "npm:^3.0.0"
+    "@smithy/util-utf8": "npm:^2.0.0"
+    tslib: "npm:^2.6.2"
+  checksum: 10c0/05f6d256794df800fe9aef5f52f2ac7415f7f3117d461f85a6aecaa4e29e91527b6fd503681a17136fa89e9dd3d916e9c7e4cfb5eba222875cb6c077bdc1d00d
+  languageName: node
+  linkType: hard
+
+"@aws-crypto/sha256-js@npm:5.2.0, @aws-crypto/sha256-js@npm:^5.2.0":
+  version: 5.2.0
+  resolution: "@aws-crypto/sha256-js@npm:5.2.0"
+  dependencies:
+    "@aws-crypto/util": "npm:^5.2.0"
+    "@aws-sdk/types": "npm:^3.222.0"
+    tslib: "npm:^2.6.2"
+  checksum: 10c0/6c48701f8336341bb104dfde3d0050c89c288051f6b5e9bdfeb8091cf3ffc86efcd5c9e6ff2a4a134406b019c07aca9db608128f8d9267c952578a3108db9fd1
+  languageName: node
+  linkType: hard
+
+"@aws-crypto/sha256-js@npm:^4.0.0":
+  version: 4.0.0
+  resolution: "@aws-crypto/sha256-js@npm:4.0.0"
+  dependencies:
+    "@aws-crypto/util": "npm:^4.0.0"
+    "@aws-sdk/types": "npm:^3.222.0"
+    tslib: "npm:^1.11.1"
+  checksum: 10c0/fc3005203f5fbc14c07c57bdf90ec302bd7fdac60002905431c0576fa6dc588007bd501bf0ea1412e96995d8006eefab9d4ccaebe4eff2ad6b1d3fc3751a8867
+  languageName: node
+  linkType: hard
+
+"@aws-crypto/supports-web-crypto@npm:^5.2.0":
+  version: 5.2.0
+  resolution: "@aws-crypto/supports-web-crypto@npm:5.2.0"
+  dependencies:
+    tslib: "npm:^2.6.2"
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+  resolution: "strnum@npm:2.2.2"
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+  resolution: "trough@npm:2.2.0"
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+  languageName: node
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+  resolution: "tslib@npm:1.14.1"
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+  resolution: "unified@npm:10.1.2"
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+    bail: "npm:^2.0.0"
+    extend: "npm:^3.0.0"
+    is-buffer: "npm:^2.0.0"
+    is-plain-obj: "npm:^4.0.0"
+    trough: "npm:^2.0.0"
+    vfile: "npm:^5.0.0"
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+  languageName: node
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+  resolution: "unist-util-generated@npm:2.0.1"
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+  resolution: "unist-util-is@npm:5.2.1"
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+  resolution: "unist-util-stringify-position@npm:3.0.3"
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+    unist-util-is: "npm:^5.0.0"
+    unist-util-visit-parents: "npm:^5.1.1"
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+  resolution: "uvu@npm:0.5.6"
+  dependencies:
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+    kleur: "npm:^4.0.3"
+    sade: "npm:^1.7.3"
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+  resolution: "vfile-message@npm:3.1.4"
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+  resolution: "vfile@npm:5.3.7"
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+    is-buffer: "npm:^2.0.0"
+    unist-util-stringify-position: "npm:^3.0.0"
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