diff --git a/devtools/cmd/create_experiment_config/main.go b/devtools/cmd/create_experiment_config/main.go
index 98505e801..e111cdf74 100644
--- a/devtools/cmd/create_experiment_config/main.go
+++ b/devtools/cmd/create_experiment_config/main.go
@@ -13,8 +13,8 @@ import (
 	"sort"
 	"strings"
 
-	"github.com/ghodss/yaml"
 	"golang.org/x/pkgsite/internal"
+	"gopkg.in/yaml.v3"
 )
 
 type Experiment struct {
diff --git a/go.mod b/go.mod
index cec5eb76d..33dd6e162 100644
--- a/go.mod
+++ b/go.mod
@@ -16,7 +16,6 @@ require (
 	github.com/alicebob/miniredis/v2 v2.17.0
 	github.com/andybalholm/cascadia v1.3.1
 	github.com/evanw/esbuild v0.17.8
-	github.com/ghodss/yaml v1.0.0
 	github.com/go-redis/redis/v8 v8.11.4
 	github.com/go-redis/redis_rate/v9 v9.1.2
 	github.com/golang-migrate/migrate/v4 v4.15.1
@@ -43,6 +42,7 @@ require (
 	google.golang.org/genproto v0.0.0-20211208223120-3a66f561d7aa
 	google.golang.org/grpc v1.43.0
 	google.golang.org/protobuf v1.27.1
+	gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c
 )
 
 require (
@@ -91,5 +91,4 @@ require (
 	golang.org/x/sys v0.10.0 // indirect
 	golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1 // indirect
 	google.golang.org/appengine v1.6.7 // indirect
-	gopkg.in/yaml.v2 v2.4.0 // indirect
 )
diff --git a/go.sum b/go.sum
index 2c4b14a4c..a23947e70 100644
--- a/go.sum
+++ b/go.sum
@@ -405,7 +405,6 @@ github.com/gabriel-vasile/mimetype v1.3.1/go.mod h1:fA8fi6KUiG7MgQQ+mEWotXoEOvmx
 github.com/gabriel-vasile/mimetype v1.4.0/go.mod h1:fA8fi6KUiG7MgQQ+mEWotXoEOvmxRtOJlERCzSmRvr8=
 github.com/garyburd/redigo v0.0.0-20150301180006-535138d7bcd7/go.mod h1:NR3MbYisc3/PwhQ00EMzDiPmrwpPxAn5GI05/YaO1SY=
 github.com/ghodss/yaml v0.0.0-20150909031657-73d445a93680/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
-github.com/ghodss/yaml v1.0.0 h1:wQHKEahhL6wmXdzwWG11gIVCkOv05bNOh+Rxn0yngAk=
 github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
 github.com/go-fonts/dejavu v0.1.0/go.mod h1:4Wt4I4OU2Nq9asgDCteaAaWZOV24E+0/Pwo0gppep4g=
 github.com/go-fonts/latin-modern v0.2.0/go.mod h1:rQVLdDMK+mK1xscDwsqM5J8U2jrRa3T0ecnM9pNujks=
diff --git a/internal/config/config.go b/internal/config/config.go
index 4b8e50d09..900e2d22f 100644
--- a/internal/config/config.go
+++ b/internal/config/config.go
@@ -24,12 +24,12 @@ import (
 	"time"
 
 	"cloud.google.com/go/storage"
-	"github.com/ghodss/yaml"
 	"golang.org/x/net/context/ctxhttp"
 	"golang.org/x/pkgsite/internal/derrors"
 	"golang.org/x/pkgsite/internal/log"
 	"golang.org/x/pkgsite/internal/secrets"
 	mrpb "google.golang.org/genproto/googleapis/api/monitoredres"
+	"gopkg.in/yaml.v3"
 )
 
 // GetEnv looks up the given key from the environment, returning its value if
@@ -159,7 +159,7 @@ type Config struct {
 
 	DBSecret, DBUser, DBHost, DBPort, DBName, DBSSL string
 	DBSecondaryHost                                 string // DB host to use if first one is down
-	DBPassword                                      string `json:"-"`
+	DBPassword                                      string `json:"-" yaml:"-"`
 
 	// Configuration for redis page cache.
 	RedisCacheHost, RedisBetaCacheHost, RedisCachePort string
@@ -331,25 +331,25 @@ func (c *Config) Application() string {
 
 // configOverride holds selected config settings that can be dynamically overridden.
 type configOverride struct {
-	DBHost          string
-	DBSecondaryHost string
-	DBName          string
-	Quota           QuotaSettings
+	DBHost          string        `yaml:"DBHost"`
+	DBSecondaryHost string        `yaml:"DBSecondaryHost"`
+	DBName          string        `yaml:"DBName"`
+	Quota           QuotaSettings `yaml:"Quota"`
 }
 
 // QuotaSettings is config for internal/middleware/quota.go
 type QuotaSettings struct {
-	Enable     bool
-	QPS        int // allowed queries per second, per IP block
-	Burst      int // maximum requests per second, per block; the size of the token bucket
-	MaxEntries int // maximum number of entries to keep track of
+	Enable     bool `yaml:"Enable"`
+	QPS        int  `yaml:"QPS"`        // allowed queries per second, per IP block
+	Burst      int  `yaml:"Burst"`      // maximum requests per second, per block; the size of the token bucket
+	MaxEntries int  `yaml:"MaxEntries"` // maximum number of entries to keep track of
 	// Record data about blocking, but do not actually block.
 	// This is a *bool, so we can distinguish "not present" from "false" in an override
-	RecordOnly *bool
+	RecordOnly *bool `yaml:"RecordOnly"`
 	// AuthValues is the set of values that could be set on the AuthHeader, in
 	// order to bypass checks by the quota server.
-	AuthValues []string
-	HMACKey    []byte `json:"-"` // key for obfuscating IPs
+	AuthValues []string `yaml:"AuthValues"`
+	HMACKey    []byte   `json:"-" yaml:"-"` // key for obfuscating IPs
 }
 
 // Init resolves all configuration values provided by the config package. It
diff --git a/internal/config/dynconfig/dynconfig.go b/internal/config/dynconfig/dynconfig.go
index 9e3f66cf6..fe1b82c66 100644
--- a/internal/config/dynconfig/dynconfig.go
+++ b/internal/config/dynconfig/dynconfig.go
@@ -15,10 +15,10 @@ import (
 	"strings"
 
 	"cloud.google.com/go/storage"
-	"github.com/ghodss/yaml"
 	"golang.org/x/pkgsite/internal"
 	"golang.org/x/pkgsite/internal/derrors"
 	"golang.org/x/pkgsite/internal/log"
+	"gopkg.in/yaml.v3"
 )
 
 // DynamicConfig holds configuration that can change over the lifetime of the
diff --git a/tests/search/config.yaml b/tests/search/config.yaml
index dc9c6ba9a..b1c8af730 100644
--- a/tests/search/config.yaml
+++ b/tests/search/config.yaml
@@ -1,5 +1,5 @@
 experiments:
-- Name: search-grouping
-  Rollout: 100
-- Name: symbol-search
-  Rollout: 100
+- name: search-grouping
+  rollout: 100
+- name: symbol-search
+  rollout: 100