diff --git a/commands/build.go b/commands/build.go
index b8348f7b..15355ce7 100644
--- a/commands/build.go
+++ b/commands/build.go
@@ -704,6 +704,7 @@ func parseInvokeConfig(invoke string) (cfg invokeConfig, err error) {
 	}
 
 	csvReader := csv.NewReader(strings.NewReader(invoke))
+	csvReader.LazyQuotes = true
 	fields, err := csvReader.Read()
 	if err != nil {
 		return cfg, err
@@ -723,14 +724,14 @@ func parseInvokeConfig(invoke string) (cfg invokeConfig, err error) {
 		value := parts[1]
 		switch key {
 		case "args":
-			cfg.Cmd = append(cfg.Cmd, value) // TODO: support JSON
+			cfg.Cmd = append(cfg.Cmd, maybeJSONArray(value)...)
 		case "entrypoint":
-			cfg.Entrypoint = append(cfg.Entrypoint, value) // TODO: support JSON
+			cfg.Entrypoint = append(cfg.Entrypoint, maybeJSONArray(value)...)
 			if cfg.Cmd == nil {
 				cfg.Cmd = []string{}
 			}
 		case "env":
-			cfg.Env = append(cfg.Env, value)
+			cfg.Env = append(cfg.Env, maybeJSONArray(value)...)
 		case "user":
 			cfg.User = value
 			cfg.NoUser = false
@@ -749,6 +750,14 @@ func parseInvokeConfig(invoke string) (cfg invokeConfig, err error) {
 	return cfg, nil
 }
 
+func maybeJSONArray(v string) []string {
+	var list []string
+	if err := json.Unmarshal([]byte(v), &list); err == nil {
+		return list
+	}
+	return []string{v}
+}
+
 func listToMap(values []string, defaultEnv bool) map[string]string {
 	result := make(map[string]string, len(values))
 	for _, value := range values {
diff --git a/docs/guides/debugging.md b/docs/guides/debugging.md
index df1b49b8..08e68631 100644
--- a/docs/guides/debugging.md
+++ b/docs/guides/debugging.md
@@ -49,6 +49,16 @@ bin    etc    lib    mnt    proc   run    srv    tmp    var
 dev    home   media  opt    root   sbin   sys    usr    work
 ```
 
+Optional long form allows you specifying detailed configurations of the process. 
+It must be CSV-styled comma-separated key-value pairs.
+Supported keys are `args` (can be JSON array format), `entrypoint` (can be JSON array format), `env` (can be JSON array format), `user`, `cwd` and `tty` (bool).
+
+Example:
+
+```
+$ docker buildx build --invoke 'entrypoint=["sh"],"args=[""-c"", ""env | grep -e FOO -e AAA""]","env=[""FOO=bar"", ""AAA=bbb""]"' .
+```
+
 #### `on-error`
 
 If you want to start a debug session when a build fails, you can use
@@ -151,4 +161,4 @@ Attached to process "3ug8iqaufiwwnukimhqqt06jz". Press Ctrl-a-c to switch to the
 bin    etc    lib    mnt    proc   run    srv    tmp    var
 dev    home   media  opt    root   sbin   sys    usr    work
 / # 
-```
\ No newline at end of file
+```