diff --git a/README.md b/README.md
index d290d9d..db8be72 100644
--- a/README.md
+++ b/README.md
@@ -1,42 +1,22 @@
-# Car Help
+# Research Workbench
 
-Used car search tool for finding Jude a reliable hybrid (HEV) in the Woodinville, WA area. Budget: $8-10K.
+AI-powered research tool: chat + live browser + artifacts. Backed by amplifierd.
 
-## Two Modes
+See [DESIGN.md](DESIGN.md) for the full architecture.
 
-### Headless (fast, no interaction)
-
-Runs Chromium headless. Good for sites that don't need login. Skips Facebook Marketplace.
+## Quick Start
 
 ```bash
-uv sync
-uv run playwright install chromium
-uv run python search.py
+# Build
+docker build -t research-workbench .
+
+# Run
+docker run -d --name research-workbench \
+  -p 8080:8080 \
+  -p 6080:6080 \
+  -e ANTHROPIC_API_KEY="$ANTHROPIC_API_KEY" \
+  research-workbench
 ```
 
-### Headed via noVNC (interactive, for logins/CAPTCHAs)
-
-Runs Chromium inside Docker with a virtual display. Open the browser view in any web browser when you need to interact (login, solve CAPTCHAs, apply filters manually).
-
-```bash
-# Build once
-docker build -t car-help .
-
-# Run (browser visible at http://localhost:6080/vnc.html)
-docker run -d --name car-help -p 6080:6080 -v $(pwd)/results:/app/results car-help
-
-# Run a search (headed -- includes Facebook Marketplace)
-docker exec -it car-help uv run python search.py
-
-# View the browser live
-open http://localhost:6080/vnc.html
-
-# Stop
-docker stop car-help && docker rm car-help
-```
-
-Results are saved to `results/search_<timestamp>.json`.
-
-## Sites
-
-See `sites.yaml` for the full list of car search sites, search parameters, and target models.
+**research.ampbox.io** -- the app
+**vnc.ampbox.io** -- the live browser
diff --git a/search.py b/search.py
index ac3868f..229352d 100644
--- a/search.py
+++ b/search.py
@@ -1,6 +1,6 @@
 """
 Car search crawler -- finds used cars based on dynamic parameters.
-Always runs headed on Xvfb. View live at browser.ampbox.io.
+Always runs headed on Xvfb. View live at research.ampbox.io.
 
 Usage:
   python search.py                   # runs default hardcoded search