diff --git a/AGENTS.md b/AGENTS.md
new file mode 100755
index 0000000..43a614f
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,98 @@
+# vLLM Scripts — Agent Instructions
+
+## Project Overview
+Scripts for running large language models via vLLM on two local machines:
+- **dankserver**: NVIDIA GPU + System RAM (frank-default-small)
+- **dankclaw**: AMD Strix Halo Shared Memory (frank-default-large)
+
+## Directory Structure
+```
+vllmScripts/
+├── AGENTS.md          # This file — agent instructions
+├── README.md          # Human-readable project overview
+├── deploy.sh          # Automated deployment script
+├── scripts/           # Executable vLLM launch scripts
+│   ├── validate-vllm.sh  # Validation tool
+│   └── *.sh             # Inference server scripts
+├── tests/             # Test suite
+│   └── test_validator.sh
+├── docs/              # Knowledge base
+│   ├── README.md
+│   └── *.md           # Research notes
+└── failedAttempts/    # Archived scripts (for reference)
+```
+
+## Running Tests
+```bash
+# Test validator on dankserver
+bash tests/test_validator.sh dankserver
+
+# Test validator on dankclaw
+bash tests/test_validator.sh dankclaw
+
+# Run all tests
+bash tests/test_validator.sh dankserver && bash tests/test_validator.sh dankclaw
+```
+
+## Deployment
+```bash
+# Deploy all scripts to all targets
+bash deploy.sh all
+
+# Deploy specific script to dankserver
+bash deploy.sh dankserver vllm-qwen36.sh
+
+# Deploy specific script to dankclaw
+bash deploy.sh dankclaw vllm-thinkingcap.sh
+```
+
+## Git Workflow
+
+### Branching Strategy
+- `main`: Stable, working scripts only
+- `vllm-qwen36`: Active development for Qwen3.6 models
+- Feature branches: `feature/<description>` for experiments
+
+### Worktree Pattern
+For parallel development:
+```bash
+# Create worktree for feature
+git worktree add ../vllm-feature feature/qwen36-awq
+
+# When done, merge back
+git worktree remove ../vllm-feature
+```
+
+### Commit Guidelines
+- Use descriptive commit messages: `git commit -m "Add AWQ DFlash script"`
+- Commit before deploying: `git add -A && git commit -m "Update for deployment"`
+- Push to remote: `git push origin <branch>`
+
+### Deployment Flow
+1. Make changes locally
+2. Run tests: `bash tests/test_validator.sh dankserver`
+3. Commit: `git add -A && git commit -m "Description"`
+4. Deploy: `bash deploy.sh dankserver`
+5. Verify: `bash scripts/validate-vllm.sh -t dankserver`
+
+## Remote Servers
+
+### dankserver
+- SSH: `dank@dankserver`
+- Scripts: `~/vllm/`
+- Service: `vllm-awq-qwen36.service`
+- Model: frank-default-small (AWQ 4bit)
+- Port: 34401
+
+### dankclaw
+- SSH: `dank@dankclaw`
+- Scripts: `~/vllm/`
+- Service: `vllm-thinkingcap.service`
+- Model: frank-default-large (FP8)
+- Port: 3090
+
+## Troubleshooting
+- Service failed: `systemctl status <service>`
+- Container stuck: `docker stop <name> && docker rm <name>`
+- OOM error: Reduce `--max-model-len` or increase `--cpu-offload-gb`
+- Prefix caching conflict: Remove `--enable-prefix-caching` from script
diff --git a/README.md b/README.md
index 4dbcdbf..410b0f2 100644
--- a/README.md
+++ b/README.md
@@ -4,10 +4,27 @@ Scripts for running large language models via vLLM on two local machines.
 
 ## Targets
 
-| Host | User | Codename | Architecture |
-|------|------|----------|-------------|
-| dankserver | dank | DankServer | NVIDIA GPU + System RAM |
-| dankclaw | dank | DankClaw | AMD Strix Halo (Shared Memory) |
+| Host | User | Codename | Architecture | Service Status |
+|------|------|----------|-------------|----------------|
+| dankserver | dank | DankServer | NVIDIA GPU + System RAM | `vllm-awq-qwen36.service` (failed) |
+| dankclaw | dank | DankClaw | AMD Strix Halo (Shared Memory) | `vllm-thinkingcap.service` (failed) |
+
+## File Locations
+
+### Local (vllmScripts/)
+- `scripts/` — Active inference scripts
+- `tests/` — Test suite
+- `docs/` — Knowledge base
+- `failedAttempts/` — Archived scripts
+
+### Remote (dankserver)
+- `~/vllm/` — Deployed inference scripts
+- `~/vllm/failedAttempts/` — Archived scripts
+- `~/vLLM/` — Legacy project directory (vllm-qwen36.sh)
+
+### Remote (dankclaw)
+- `~/vllm/` — vLLM source code (not inference scripts)
+- `~/vLLM/` — Inference scripts (if deployed)
 
 ## Models
 
diff --git a/deploy.sh b/deploy.sh
new file mode 100755
index 0000000..eeb6d47
--- /dev/null
+++ b/deploy.sh
@@ -0,0 +1,93 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+# deploy.sh — Deploy inference scripts to remote servers
+#
+# Usage: ./deploy.sh [TARGET] [SCRIPT]
+#   TARGET: dankserver, dankclaw, or all
+#   SCRIPT: Script name to deploy (default: all scripts in scripts/)
+
+TARGET="${1:-all}"
+SCRIPT="${2:-}"
+
+# Remote configuration
+declare -A REMOTE_HOSTS
+REMOTE_HOSTS=(
+    ["dankserver"]="dank@dankserver"
+    ["dankclaw"]="dank@dankclaw"
+)
+
+declare -A REMOTE_DIRS
+REMOTE_DIRS=(
+    ["dankserver"]="/home/dank/vllm"
+    ["dankclaw"]="/home/dank/vllm"
+)
+
+declare -A REMOTE_SERVICES
+REMOTE_SERVICES=(
+    ["dankserver"]="vllm-awq-qwen36.service"
+    ["dankclaw"]="vllm-thinkingcap.service"
+)
+
+deploy_to() {
+    local target="$1"
+    local remote="${REMOTE_HOSTS[$target]}"
+    local remote_dir="${REMOTE_DIRS[$target]}"
+    local service="${REMOTE_SERVICES[$target]}"
+    
+    echo "=== Deploying to $target ==="
+    
+    # Create remote directory if it doesn't exist
+    sshpass -p 'Assface.3241' ssh "$remote" "mkdir -p $remote_dir"
+    
+    # Deploy scripts
+    if [ -n "$SCRIPT" ]; then
+        if [ -f "scripts/$SCRIPT" ]; then
+            echo "  Deploying scripts/$SCRIPT..."
+            sshpass -p 'Assface.3241' scp "scripts/$SCRIPT" "$remote:$remote_dir/$SCRIPT"
+        else
+            echo "  ERROR: scripts/$SCRIPT not found"
+            return 1
+        fi
+    else
+        for script in scripts/*.sh; do
+            if [ -f "$script" ]; then
+                local name=$(basename "$script")
+                echo "  Deploying $name..."
+                sshpass -p 'Assface.3241' scp "$script" "$remote:$remote_dir/$name"
+            fi
+        done
+    fi
+    
+    # Make scripts executable
+    if [ -n "$SCRIPT" ]; then
+        sshpass -p 'Assface.3241' ssh "$remote" "chmod +x $remote_dir/$SCRIPT"
+    else
+        sshpass -p 'Assface.3241' ssh "$remote" "chmod +x $remote_dir/*.sh"
+    fi
+    
+    # Restart service if it exists
+    echo "  Restarting $service..."
+    sshpass -p 'Assface.3241' ssh "$remote" "echo 'Assface.3241' | sudo -S systemctl restart $service 2>/dev/null || echo 'Service $service not found or failed'"
+    
+    echo "  Deploy to $target complete"
+    echo ""
+}
+
+case "$TARGET" in
+    dankserver|dankclaw)
+        deploy_to "$TARGET"
+        ;;
+    all)
+        for target in "${!REMOTE_HOSTS[@]}"; do
+            deploy_to "$target"
+        done
+        ;;
+    *)
+        echo "ERROR: Unknown target $TARGET"
+        echo "Usage: $0 [dankserver|dankclaw|all] [script]"
+        exit 1
+        ;;
+esac
+
+echo "=== Deployment complete ==="