diff --git a/server/server.go b/server/server.go
index db929271d4..ab7e266e95 100644
--- a/server/server.go
+++ b/server/server.go
@@ -18,6 +18,8 @@ import (
 
 	"crypto/tls"
 
+	"net/url"
+
 	"github.com/gorilla/mux"
 	"github.com/open-policy-agent/opa/ast"
 	"github.com/open-policy-agent/opa/server/authorizer"
@@ -82,10 +84,9 @@ func New() *Server {
 	s.registerHandlerV1(router, "/data/{path:.+}", "POST", s.v1DataPost)
 	s.registerHandlerV1(router, "/data", "POST", s.v1DataPost)
 	s.registerHandlerV1(router, "/policies", "GET", s.v1PoliciesList)
-	s.registerHandlerV1(router, "/policies/{id}", "DELETE", s.v1PoliciesDelete)
-	s.registerHandlerV1(router, "/policies/{id}", "GET", s.v1PoliciesGet)
-	s.registerHandlerV1(router, "/policies/{id}/raw", "GET", s.v1PoliciesRawGet)
-	s.registerHandlerV1(router, "/policies/{id}", "PUT", s.v1PoliciesPut)
+	s.registerHandlerV1(router, "/policies/{path:.+}", "DELETE", s.v1PoliciesDelete)
+	s.registerHandlerV1(router, "/policies/{path:.+}", "GET", s.v1PoliciesGet)
+	s.registerHandlerV1(router, "/policies/{path:.+}", "PUT", s.v1PoliciesPut)
 	s.registerHandlerV1(router, "/query", "GET", s.v1QueryGet)
 	router.HandleFunc("/", s.indexGet).Methods("GET")
 	s.Handler = router
@@ -297,7 +298,7 @@ func (s *Server) v1DataGet(w http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	vars := mux.Vars(r)
 	path := stringPathToDataRef(vars["path"])
-	pretty := getPretty(r.URL.Query()["pretty"])
+	pretty := getBoolParam(r.URL, types.ParamPrettyV1, true)
 	explainMode := getExplain(r.URL.Query()["explain"])
 	input, nonGround, err := parseInput(r.URL.Query()[types.ParamInputV1])
 
@@ -410,7 +411,7 @@ func (s *Server) v1DataPost(w http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	vars := mux.Vars(r)
 	path := stringPathToDataRef(vars["path"])
-	pretty := getPretty(r.URL.Query()["pretty"])
+	pretty := getBoolParam(r.URL, types.ParamPrettyV1, true)
 	explainMode := getExplain(r.URL.Query()["explain"])
 
 	input, err := readInput(r.Body)
@@ -524,7 +525,7 @@ func (s *Server) v1DataPut(w http.ResponseWriter, r *http.Request) {
 func (s *Server) v1PoliciesDelete(w http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	vars := mux.Vars(r)
-	id := vars["id"]
+	id := vars["path"]
 
 	txn, err := s.store.NewTransaction(ctx)
 	if err != nil {
@@ -563,7 +564,8 @@ func (s *Server) v1PoliciesDelete(w http.ResponseWriter, r *http.Request) {
 func (s *Server) v1PoliciesGet(w http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	vars := mux.Vars(r)
-	id := vars["id"]
+	path := vars["path"]
+	source := getBoolParam(r.URL, types.ParamSourceV1, true)
 
 	txn, err := s.store.NewTransaction(ctx)
 	if err != nil {
@@ -573,47 +575,29 @@ func (s *Server) v1PoliciesGet(w http.ResponseWriter, r *http.Request) {
 
 	defer s.store.Close(ctx, txn)
 
-	_, _, err = s.store.GetPolicy(txn, id)
+	_, bs, err := s.store.GetPolicy(txn, path)
 	if err != nil {
 		writer.ErrorAuto(w, err)
 		return
 	}
 
+	if source {
+		writer.Bytes(w, 200, bs)
+		return
+	}
+
 	c := s.Compiler()
 
 	response := types.PolicyGetResponseV1{
 		Result: types.PolicyV1{
-			ID:     id,
-			Module: c.Modules[id],
+			ID:     path,
+			Module: c.Modules[path],
 		},
 	}
 
 	writer.JSON(w, 200, response, true)
 }
 
-func (s *Server) v1PoliciesRawGet(w http.ResponseWriter, r *http.Request) {
-	ctx := r.Context()
-	vars := mux.Vars(r)
-	id := vars["id"]
-
-	txn, err := s.store.NewTransaction(ctx)
-	if err != nil {
-		writer.ErrorAuto(w, err)
-		return
-	}
-
-	defer s.store.Close(ctx, txn)
-
-	_, bs, err := s.store.GetPolicy(txn, id)
-
-	if err != nil {
-		writer.ErrorAuto(w, err)
-		return
-	}
-
-	writer.Bytes(w, 200, bs)
-}
-
 func (s *Server) v1PoliciesList(w http.ResponseWriter, r *http.Request) {
 
 	policies := []types.PolicyV1{}
@@ -638,7 +622,7 @@ func (s *Server) v1PoliciesList(w http.ResponseWriter, r *http.Request) {
 func (s *Server) v1PoliciesPut(w http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	vars := mux.Vars(r)
-	id := vars["id"]
+	path := vars["path"]
 
 	buf, err := ioutil.ReadAll(r.Body)
 	if err != nil {
@@ -646,7 +630,7 @@ func (s *Server) v1PoliciesPut(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	parsedMod, err := ast.ParseModule(id, string(buf))
+	parsedMod, err := ast.ParseModule(path, string(buf))
 
 	if err != nil {
 		switch err := err.(type) {
@@ -673,7 +657,7 @@ func (s *Server) v1PoliciesPut(w http.ResponseWriter, r *http.Request) {
 	defer s.store.Close(ctx, txn)
 
 	mods := s.store.ListPolicies(txn)
-	mods[id] = parsedMod
+	mods[path] = parsedMod
 
 	c := ast.NewCompiler()
 
@@ -682,7 +666,7 @@ func (s *Server) v1PoliciesPut(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	if err := s.store.InsertPolicy(txn, id, parsedMod, buf, s.persist); err != nil {
+	if err := s.store.InsertPolicy(txn, path, parsedMod, buf, s.persist); err != nil {
 		writer.ErrorAuto(w, err)
 		return
 	}
@@ -691,8 +675,8 @@ func (s *Server) v1PoliciesPut(w http.ResponseWriter, r *http.Request) {
 
 	response := types.PolicyPutResponseV1{
 		Result: types.PolicyV1{
-			ID:     id,
-			Module: c.Modules[id],
+			ID:     path,
+			Module: c.Modules[path],
 		},
 	}
 
@@ -702,7 +686,7 @@ func (s *Server) v1PoliciesPut(w http.ResponseWriter, r *http.Request) {
 func (s *Server) v1QueryGet(w http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	values := r.URL.Query()
-	pretty := getPretty(r.URL.Query()["pretty"])
+	pretty := getBoolParam(r.URL, types.ParamPrettyV1, true)
 	explainMode := getExplain(r.URL.Query()["explain"])
 	qStrs := values["q"]
 	if len(qStrs) == 0 {
@@ -874,12 +858,25 @@ func stringPathToRef(s string) (r ast.Ref) {
 	return r
 }
 
-func getPretty(p []string) bool {
+func getBoolParam(url *url.URL, name string, ifEmpty bool) bool {
+
+	p, ok := url.Query()[name]
+	if !ok {
+		return false
+	}
+
+	// Query params w/o values are represented as slice (of len 1) with an
+	// empty string.
+	if len(p) == 1 && p[0] == "" {
+		return ifEmpty
+	}
+
 	for _, x := range p {
 		if strings.ToLower(x) == "true" {
 			return true
 		}
 	}
+
 	return false
 }
 
diff --git a/server/server_test.go b/server/server_test.go
index 9cb547085b..eae2f0ad2f 100644
--- a/server/server_test.go
+++ b/server/server_test.go
@@ -722,7 +722,7 @@ func TestPoliciesGetV1(t *testing.T) {
 	}
 }
 
-func TestPoliciesGetRawV1(t *testing.T) {
+func TestPoliciesGetSourceV1(t *testing.T) {
 	f := newFixture(t)
 	put := newReqV1("PUT", "/policies/1", testMod)
 	f.server.Handler.ServeHTTP(f.recorder, put)
@@ -732,7 +732,7 @@ func TestPoliciesGetRawV1(t *testing.T) {
 	}
 
 	f.reset()
-	get := newReqV1("GET", "/policies/1/raw", "")
+	get := newReqV1("GET", "/policies/1?source", "")
 
 	f.server.Handler.ServeHTTP(f.recorder, get)
 
@@ -773,6 +773,16 @@ func TestPoliciesDeleteV1(t *testing.T) {
 	}
 }
 
+func TestPoliciesPathSlashes(t *testing.T) {
+	f := newFixture(t)
+	if err := f.v1("PUT", "/policies/a/b/c.rego", testMod, 200, ""); err != nil {
+		t.Fatalf("Unexpected error: %v", err)
+	}
+	if err := f.v1("GET", "/policies/a/b/c.rego", testMod, 200, ""); err != nil {
+		t.Fatalf("Unexpected error: %v", err)
+	}
+}
+
 func TestQueryV1(t *testing.T) {
 	f := newFixture(t)
 	get := newReqV1("GET", `/query?q=a=[1,2,3]%3Ba[i]=x`, "")
diff --git a/server/types/types.go b/server/types/types.go
index e90c57edfc..8b45b3af4d 100644
--- a/server/types/types.go
+++ b/server/types/types.go
@@ -277,6 +277,14 @@ const (
 	// ParamInputV1 defines the name of the HTTP URL parameter that specifies
 	// values for the "input" document.
 	ParamInputV1 = "input"
+
+	// ParamSourceV1 defines the name of the HTTP URL parameter that indicates
+	// the client wants to receive the raw (uncompiled) version of the module.
+	ParamSourceV1 = "source"
+
+	// ParamPrettyV1 defines the name of the HTTP URL parameter that indicates
+	// the client wants to receive a pretty-printed version of the response.
+	ParamPrettyV1 = "pretty"
 )
 
 // WriteConflictErr represents an error condition raised if the caller attempts
diff --git a/site/_scripts/rest-examples/example1.rego b/site/_scripts/rest-examples/example1.rego
index 27fe056791..5fdbfc5297 100644
--- a/site/_scripts/rest-examples/example1.rego
+++ b/site/_scripts/rest-examples/example1.rego
@@ -4,8 +4,9 @@ import data.servers
 import data.networks
 import data.ports
 
-public_servers[server] :-
-	server = servers[_],
-	server.ports[_] = ports[k].id,
-	ports[k].networks[_] = networks[m].id,
+public_servers[server] {
+	server = servers[_]
+	server.ports[_] = ports[k].id
+	ports[k].networks[_] = networks[m].id
 	networks[m].public = true
+}
diff --git a/site/_scripts/rest-examples/example2.rego b/site/_scripts/rest-examples/example2.rego
index 17ceba2ac7..a3c86be531 100644
--- a/site/_scripts/rest-examples/example2.rego
+++ b/site/_scripts/rest-examples/example2.rego
@@ -2,7 +2,8 @@ package opa.examples
 
 import data.servers
 
-violations[server] :-
-	server = servers[_],
-	server.protocols[_] = "http",
+violations[server] {
+	server = servers[_]
+	server.protocols[_] = "http"
 	public_servers[server]
+}
diff --git a/site/_scripts/rest-examples/example3.rego b/site/_scripts/rest-examples/example3.rego
index ae1fc0a482..5600b0b06d 100644
--- a/site/_scripts/rest-examples/example3.rego
+++ b/site/_scripts/rest-examples/example3.rego
@@ -2,4 +2,4 @@ package opa.examples
 
 import input.example.flag
 
-allow_request :- flag = true
+allow_request { flag = true }
diff --git a/site/_scripts/rest-examples/example4.rego b/site/_scripts/rest-examples/example4.rego
index 2ba681d66f..5454bdfe3e 100644
--- a/site/_scripts/rest-examples/example4.rego
+++ b/site/_scripts/rest-examples/example4.rego
@@ -2,8 +2,10 @@ package opa.examples
 
 import input.container
 
-allow_container :-
+allow_container {
     not seccomp_unconfined
+}
 
-seccomp_unconfined :-
+seccomp_unconfined {
     container.HostConfig.SecurityOpt[_] = "seccomp:unconfined"
+}
diff --git a/site/_scripts/rest-examples/gen-examples.sh b/site/_scripts/rest-examples/gen-examples.sh
index ec9cac2fc2..a0580f1671 100755
--- a/site/_scripts/rest-examples/gen-examples.sh
+++ b/site/_scripts/rest-examples/gen-examples.sh
@@ -15,7 +15,7 @@ function main() {
     # execute each of the examples from the reference
     list_policies
     get_a_policy
-    get_a_raw_policy
+    get_a_policy_source
     create_or_update_a_policy
     delete_a_policy
     get_a_document
@@ -40,10 +40,10 @@ function get_a_policy() {
     echo ""
 }
 
-function get_a_raw_policy() {
-    echo "### Get a Raw Policy"
+function get_a_policy_source() {
+    echo "#### Example Request For Source"
     echo ""
-    curl $BASE_URL/policies/example1/raw -s -v
+    curl $BASE_URL/policies/example1?source=true -s -v
     echo ""
 }
 
diff --git a/site/documentation/references/deployments/index.md b/site/documentation/references/deployments/index.md
index cb9e29181b..5c9ce2d0d3 100644
--- a/site/documentation/references/deployments/index.md
+++ b/site/documentation/references/deployments/index.md
@@ -64,9 +64,10 @@ curl -i localhost:8181/
 #### Logging
 
 OPA focuses on providing debugging support through well-defined APIs and
-whenever possible, OPA returns detailed, structured error messages to clients.
-By default, OPA only emits log messages in response to critical internal events.
-When OPA is healthy, the log stream is quiet.
+detailed error messages in response to client requests.
+
+Log verbosity can be increased to provide debugging information about API
+requests and responses.
 
 The `--v=N` flag controls log verbosity:
 
@@ -78,7 +79,7 @@ The `--v=N` flag controls log verbosity:
 With response logging enabled, API response metadata is logged:
 
 ```
-I0308 20:20:16.107720       1 logging.go:43] 172.17.0.1:57000 GET /v1/policies 200 18 0.821549ms
+I0311 18:54:17.110689       1 logging.go:60] rid=1: 172.17.0.1:60944 PUT /v1/policies/test 200 3683 4.601334ms
 ```
 
 These log messages include:
diff --git a/site/documentation/references/rest/index.md b/site/documentation/references/rest/index.md
index 018e94a099..2aeadb8efd 100644
--- a/site/documentation/references/rest/index.md
+++ b/site/documentation/references/rest/index.md
@@ -597,29 +597,13 @@ Content-Type: application/json
 }
 ```
 
-#### Status Codes
-
-- **200** - no error
-- **404** - not found
-- **500** - server error
-
-### Get a Raw Policy
-
-```
-GET /v1/policies/<id>/raw
-```
-
-Get a raw policy module.
-
-Returns the raw policy module content that was sent by the client when the policy was created or last updated.
-
-#### Example Request
+#### Example Request For Source
 
 ```http
-GET /v1/policies/example1/raw HTTP/1.1
+GET /v1/policies/example1?source=true HTTP/1.1
 ```
 
-#### Example Response
+#### Example Response For Source
 
 ```http
 HTTP/1.1 200 OK
@@ -641,6 +625,11 @@ public_servers[server] {
 }
 ```
 
+#### Query Parameters
+
+- **source** - If `true` the response will contain the raw source instead of
+  the AST.
+
 #### Status Codes
 
 - **200** - no error