diff --git a/README.md b/README.md
index c97596b66638f563104b02d06a7061b5184d872e..c50762fb93b5d486cafb3b81d5a707f1b5956bc1 100644
--- a/README.md
+++ b/README.md
@@ -20,12 +20,20 @@ Build AI agents with Go. Multi-provider, multi-model, one API.
 import "charm.land/fantasy"
 import "charm.land/fantasy/providers/openrouter"
 
-// Choose your fave provider-model combo.
-provider := openrouter.New(openrouter.WithAPIKey(myHotKey))
-model, err := provider.LanguageModel("moonshotai/kimi-k2")
+// Choose your fave provider.
+provider, err := openrouter.New(openrouter.WithAPIKey(myHotKey))
 if err != nil {
-    fmt.Fprintln(os.Stderr, "Dang:", err)
-    os.Exit(1)
+	fmt.Fprintln(os.Stderr, "Whoops:", err)
+	os.Exit(1)
+}
+
+ctx := context.Background()
+
+// Pick your fave model.
+model, err := provider.LanguageModel(ctx, "moonshotai/kimi-k2")
+if err != nil {
+	fmt.Fprintln(os.Stderr, "Dang:", err)
+	os.Exit(1)
 }
 
 // Make your own tools.
@@ -40,11 +48,11 @@ result, err := agent.Generate(context.Background(), fantasy.AgentCall{Prompt: pr
 if err != nil {
     fmt.Fprintln(os.Stderr, "Oof:", err)
     os.Exit(1)
-}	
+}
 fmt.Println(result.Response.Content.Text())
 ```
 
-🍔 Hungry for more? [See the examples](https://github.com/charmbracelet/fantasy/tree/main/examples).
+🍔 For the full implementation and more [see the examples directory](https://github.com/charmbracelet/fantasy/tree/main/examples).
 
 ## Multi-model? Multi-provider?
 
diff --git a/examples/go.mod b/examples/go.mod
index 7102f6eedf3dcb09d9d4e2137422517b4efb74f0..fa56b429ffbd15c328891d9dfdf2aac61b5beb4b 100644
--- a/examples/go.mod
+++ b/examples/go.mod
@@ -29,7 +29,7 @@ require (
 	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.26.4 // indirect
 	github.com/aws/aws-sdk-go-v2/service/sts v1.30.3 // indirect
 	github.com/aws/smithy-go v1.23.1 // indirect
-	github.com/charmbracelet/anthropic-sdk-go v0.0.0-20251021163913-d29170d047bf // indirect
+	github.com/charmbracelet/anthropic-sdk-go v0.0.0-20251022202715-ec1499142678 // indirect
 	github.com/charmbracelet/colorprofile v0.3.2 // indirect
 	github.com/charmbracelet/ultraviolet v0.0.0-20250915111650-81d4262876ef // indirect
 	github.com/charmbracelet/x/ansi v0.10.2 // indirect
diff --git a/examples/go.sum b/examples/go.sum
index f881eb7dbd5cdb212f349f8135e2ee8e7824a3f4..72ed2c6fafe342b33854aa0902cffdc1d4cc048e 100644
--- a/examples/go.sum
+++ b/examples/go.sum
@@ -34,8 +34,8 @@ github.com/aws/smithy-go v1.23.1 h1:sLvcH6dfAFwGkHLZ7dGiYF7aK6mg4CgKA/iDKjLDt9M=
 github.com/aws/smithy-go v1.23.1/go.mod h1:LEj2LM3rBRQJxPZTB4KuzZkaZYnZPnvgIhb4pu07mx0=
 github.com/aymanbagabas/go-udiff v0.2.0 h1:TK0fH4MteXUDspT88n8CKzvK0X9O2xu9yQjWpi6yML8=
 github.com/aymanbagabas/go-udiff v0.2.0/go.mod h1:RE4Ex0qsGkTAJoQdQQCA0uG+nAzJO/pI/QwceO5fgrA=
-github.com/charmbracelet/anthropic-sdk-go v0.0.0-20251021163913-d29170d047bf h1:toCE1GpniOr8JPJII2GH1AffivFVOzq8Rs2S0FUrkNU=
-github.com/charmbracelet/anthropic-sdk-go v0.0.0-20251021163913-d29170d047bf/go.mod h1:8TIYxZxsuCqqeJ0lga/b91tBwrbjoHDC66Sq5t8N2R4=
+github.com/charmbracelet/anthropic-sdk-go v0.0.0-20251022202715-ec1499142678 h1:ruB8GXJ6K6lbuU+NhHKsqoHbU/+E+/+0kfUxhWPLvFs=
+github.com/charmbracelet/anthropic-sdk-go v0.0.0-20251022202715-ec1499142678/go.mod h1:8TIYxZxsuCqqeJ0lga/b91tBwrbjoHDC66Sq5t8N2R4=
 github.com/charmbracelet/colorprofile v0.3.2 h1:9J27WdztfJQVAQKX2WOlSSRB+5gaKqqITmrvb1uTIiI=
 github.com/charmbracelet/colorprofile v0.3.2/go.mod h1:mTD5XzNeWHj8oqHb+S1bssQb7vIHbepiebQ2kPKVKbI=
 github.com/charmbracelet/lipgloss/v2 v2.0.0-beta.3.0.20250917201909-41ff0bf215ea h1:g1HfUgSMvye8mgecMD1mPscpt+pzJoDEiSA+p2QXzdQ=
diff --git a/examples/simple/main.go b/examples/simple/main.go
new file mode 100644
index 0000000000000000000000000000000000000000..55d29fd0dd6ce12632e48d50cb4c442d3efe0956
--- /dev/null
+++ b/examples/simple/main.go
@@ -0,0 +1,60 @@
+package main
+
+// This is a basic example illustrting how to create an agent with a custom
+// tool call.
+
+import (
+	"context"
+	"fmt"
+	"os"
+
+	"charm.land/fantasy"
+	"charm.land/fantasy/providers/openrouter"
+)
+
+func main() {
+	// Choose your fave provider.
+	provider, err := openrouter.New(openrouter.WithAPIKey(os.Getenv("OPENROUTER_API_KEY")))
+	if err != nil {
+		fmt.Fprintln(os.Stderr, "Whoops:", err)
+		os.Exit(1)
+	}
+
+	ctx := context.Background()
+
+	// Pick your fave model.
+	model, err := provider.LanguageModel(ctx, "moonshotai/kimi-k2")
+	if err != nil {
+		fmt.Fprintln(os.Stderr, "Dang:", err)
+		os.Exit(1)
+	}
+
+	// Let's make a tool that fetches info about cute dogs. Here's a schema
+	// for the tool's input.
+	type cuteDogQuery struct {
+		Location string `json:"location" description:"The location to search for cute dogs."`
+	}
+
+	// And here's the implementation of that tool.
+	fetchCuteDogInfo := func(ctx context.Context, input cuteDogQuery, _ fantasy.ToolCall) (fantasy.ToolResponse, error) {
+		if input.Location == "Silver Lake, Los Angeles" {
+			return fantasy.NewTextResponse("Cute dogs are everywhere!"), nil
+		}
+		return fantasy.NewTextResponse("No cute dogs found."), nil
+	}
+
+	// Add the tool.
+	cuteDogTool := fantasy.NewAgentTool("cute_dog_tool", "Provide up-to-date info on cute dogs.", fetchCuteDogInfo)
+
+	// Equip your agent.
+	agent := fantasy.NewAgent(model, fantasy.WithTools(cuteDogTool))
+
+	// Put that agent to work!
+	const prompt = "Find all the cute dogs in Silver Lake, Los Angeles."
+	result, err := agent.Generate(ctx, fantasy.AgentCall{Prompt: prompt})
+	if err != nil {
+		fmt.Fprintln(os.Stderr, "Oof:", err)
+		os.Exit(1)
+	}
+	fmt.Println(result.Response.Content.Text())
+}