diff --git a/contrib/token-server/main.go b/contrib/token-server/main.go
index edd894f48..f53d5c8da 100644
--- a/contrib/token-server/main.go
+++ b/contrib/token-server/main.go
@@ -176,6 +176,18 @@ func filterAccessList(ctx context.Context, scope string, requestedAccessList []a
 	return grantedAccessList
 }
 
+type acctSubject struct{}
+
+func (acctSubject) String() string { return "acctSubject" }
+
+type requestedAccess struct{}
+
+func (requestedAccess) String() string { return "requestedAccess" }
+
+type grantedAccess struct{}
+
+func (grantedAccess) String() string { return "grantedAccess" }
+
 // getToken handles authenticating the request and authorizing access to the
 // requested scopes.
 func (ts *tokenServer) getToken(ctx context.Context, w http.ResponseWriter, r *http.Request) {
@@ -218,17 +230,17 @@ func (ts *tokenServer) getToken(ctx context.Context, w http.ResponseWriter, r *h
 
 	username := context.GetStringValue(ctx, "auth.user.name")
 
-	ctx = context.WithValue(ctx, "acctSubject", username)
-	ctx = context.WithLogger(ctx, context.GetLogger(ctx, "acctSubject"))
+	ctx = context.WithValue(ctx, acctSubject{}, username)
+	ctx = context.WithLogger(ctx, context.GetLogger(ctx, acctSubject{}))
 
 	context.GetLogger(ctx).Info("authenticated client")
 
-	ctx = context.WithValue(ctx, "requestedAccess", requestedAccessList)
-	ctx = context.WithLogger(ctx, context.GetLogger(ctx, "requestedAccess"))
+	ctx = context.WithValue(ctx, requestedAccess{}, requestedAccessList)
+	ctx = context.WithLogger(ctx, context.GetLogger(ctx, requestedAccess{}))
 
 	grantedAccessList := filterAccessList(ctx, username, requestedAccessList)
-	ctx = context.WithValue(ctx, "grantedAccess", grantedAccessList)
-	ctx = context.WithLogger(ctx, context.GetLogger(ctx, "grantedAccess"))
+	ctx = context.WithValue(ctx, grantedAccess{}, grantedAccessList)
+	ctx = context.WithLogger(ctx, context.GetLogger(ctx, grantedAccess{}))
 
 	token, err := ts.issuer.CreateJWT(username, service, grantedAccessList)
 	if err != nil {
@@ -340,17 +352,17 @@ func (ts *tokenServer) postToken(ctx context.Context, w http.ResponseWriter, r *
 		return
 	}
 
-	ctx = context.WithValue(ctx, "acctSubject", subject)
-	ctx = context.WithLogger(ctx, context.GetLogger(ctx, "acctSubject"))
+	ctx = context.WithValue(ctx, acctSubject{}, subject)
+	ctx = context.WithLogger(ctx, context.GetLogger(ctx, acctSubject{}))
 
 	context.GetLogger(ctx).Info("authenticated client")
 
-	ctx = context.WithValue(ctx, "requestedAccess", requestedAccessList)
-	ctx = context.WithLogger(ctx, context.GetLogger(ctx, "requestedAccess"))
+	ctx = context.WithValue(ctx, requestedAccess{}, requestedAccessList)
+	ctx = context.WithLogger(ctx, context.GetLogger(ctx, requestedAccess{}))
 
 	grantedAccessList := filterAccessList(ctx, subject, requestedAccessList)
-	ctx = context.WithValue(ctx, "grantedAccess", grantedAccessList)
-	ctx = context.WithLogger(ctx, context.GetLogger(ctx, "grantedAccess"))
+	ctx = context.WithValue(ctx, grantedAccess{}, grantedAccessList)
+	ctx = context.WithLogger(ctx, context.GetLogger(ctx, grantedAccess{}))
 
 	token, err := ts.issuer.CreateJWT(subject, service, grantedAccessList)
 	if err != nil {
diff --git a/registry/auth/silly/access_test.go b/registry/auth/silly/access_test.go
index a7c14cb9d..0a5103e6c 100644
--- a/registry/auth/silly/access_test.go
+++ b/registry/auth/silly/access_test.go
@@ -16,7 +16,7 @@ func TestSillyAccessController(t *testing.T) {
 	}
 
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
-		ctx := context.WithValue(nil, "http.request", r)
+		ctx := context.WithRequest(context.Background(), r)
 		authCtx, err := ac.Authorized(ctx)
 		if err != nil {
 			switch err := err.(type) {
diff --git a/registry/auth/token/token_test.go b/registry/auth/token/token_test.go
index 827dbbd75..3140d473f 100644
--- a/registry/auth/token/token_test.go
+++ b/registry/auth/token/token_test.go
@@ -284,7 +284,7 @@ func TestAccessController(t *testing.T) {
 		Action: "baz",
 	}
 
-	ctx := context.WithValue(nil, "http.request", req)
+	ctx := context.WithRequest(context.Background(), req)
 	authCtx, err := accessController.Authorized(ctx, testAccess)
 	challenge, ok := err.(auth.Challenge)
 	if !ok {
diff --git a/registry/handlers/app.go b/registry/handlers/app.go
index 33f496701..b80b8b9d8 100644
--- a/registry/handlers/app.go
+++ b/registry/handlers/app.go
@@ -425,6 +425,8 @@ func (app *App) configureEvents(configuration *configuration.Configuration) {
 	}
 }
 
+type redisStartAtKey struct{}
+
 func (app *App) configureRedis(configuration *configuration.Configuration) {
 	if configuration.Redis.Addr == "" {
 		ctxu.GetLogger(app).Infof("redis not configured")
@@ -434,11 +436,11 @@ func (app *App) configureRedis(configuration *configuration.Configuration) {
 	pool := &redis.Pool{
 		Dial: func() (redis.Conn, error) {
 			// TODO(stevvooe): Yet another use case for contextual timing.
-			ctx := context.WithValue(app, "redis.connect.startedat", time.Now())
+			ctx := context.WithValue(app, redisStartAtKey{}, time.Now())
 
 			done := func(err error) {
 				logger := ctxu.GetLoggerWithField(ctx, "redis.connect.duration",
-					ctxu.Since(ctx, "redis.connect.startedat"))
+					ctxu.Since(ctx, redisStartAtKey{}))
 				if err != nil {
 					logger.Errorf("redis: error connecting: %v", err)
 				} else {
@@ -671,6 +673,18 @@ func (app *App) dispatcher(dispatch dispatchFunc) http.Handler {
 	})
 }
 
+type errCodeKey struct{}
+
+func (errCodeKey) String() string { return "err.code" }
+
+type errMessageKey struct{}
+
+func (errMessageKey) String() string { return "err.message" }
+
+type errDetailKey struct{}
+
+func (errDetailKey) String() string { return "err.detail" }
+
 func (app *App) logError(context context.Context, errors errcode.Errors) {
 	for _, e1 := range errors {
 		var c ctxu.Context
@@ -678,23 +692,23 @@ func (app *App) logError(context context.Context, errors errcode.Errors) {
 		switch e1.(type) {
 		case errcode.Error:
 			e, _ := e1.(errcode.Error)
-			c = ctxu.WithValue(context, "err.code", e.Code)
-			c = ctxu.WithValue(c, "err.message", e.Code.Message())
-			c = ctxu.WithValue(c, "err.detail", e.Detail)
+			c = ctxu.WithValue(context, errCodeKey{}, e.Code)
+			c = ctxu.WithValue(c, errMessageKey{}, e.Code.Message())
+			c = ctxu.WithValue(c, errDetailKey{}, e.Detail)
 		case errcode.ErrorCode:
 			e, _ := e1.(errcode.ErrorCode)
-			c = ctxu.WithValue(context, "err.code", e)
-			c = ctxu.WithValue(c, "err.message", e.Message())
+			c = ctxu.WithValue(context, errCodeKey{}, e)
+			c = ctxu.WithValue(c, errMessageKey{}, e.Message())
 		default:
 			// just normal go 'error'
-			c = ctxu.WithValue(context, "err.code", errcode.ErrorCodeUnknown)
-			c = ctxu.WithValue(c, "err.message", e1.Error())
+			c = ctxu.WithValue(context, errCodeKey{}, errcode.ErrorCodeUnknown)
+			c = ctxu.WithValue(c, errMessageKey{}, e1.Error())
 		}
 
 		c = ctxu.WithLogger(c, ctxu.GetLogger(c,
-			"err.code",
-			"err.message",
-			"err.detail"))
+			errCodeKey{},
+			errMessageKey{},
+			errDetailKey{}))
 		ctxu.GetResponseLogger(c).Errorf("response completed with error")
 	}
 }