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diff --git a/entity/dag/example_test.go b/entity/dag/example_test.go
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+package dag_test
+
+import (
+	"encoding/json"
+	"fmt"
+	"os"
+
+	"github.com/MichaelMure/git-bug/entity"
+	"github.com/MichaelMure/git-bug/entity/dag"
+	"github.com/MichaelMure/git-bug/identity"
+	"github.com/MichaelMure/git-bug/repository"
+)
+
+// This file explains how to define a replicated data structure, stored and using git as a medium for
+// synchronisation. To do this, we'll use the entity/dag package, which will do all the complex handling.
+//
+// The example we'll use here is a small shared configuration with two fields. One of them is special as
+// it also defines who is allowed to change said configuration. Note: this example is voluntarily a bit
+// complex with operation linking to identities and logic rules, to show that how something more complex
+// than a toy would look like. That said, it's still a simplified example: in git-bug for example, more
+// layers are added for caching, memory handling and to provide an easier to use API.
+//
+// Let's start by defining the document/structure we are going to share:
+
+// Snapshot is the compiled view of a ProjectConfig
+type Snapshot struct {
+	// Administrator is the set of users with the higher level of access
+	Administrator map[identity.Interface]struct{}
+	// SignatureRequired indicate that all git commit need to be signed
+	SignatureRequired bool
+}
+
+// HasAdministrator returns true if the given identity is included in the administrator.
+func (snap *Snapshot) HasAdministrator(i identity.Interface) bool {
+	for admin, _ := range snap.Administrator {
+		if admin.Id() == i.Id() {
+			return true
+		}
+	}
+	return false
+}
+
+// Now, we will not edit this configuration directly. Instead, we are going to apply "operations" on it.
+// Those are the ones that will be stored and shared. Doing things that way allow merging concurrent editing
+// and deal with conflict.
+//
+// Here, we will define three operations:
+// - SetSignatureRequired is a simple operation that set or unset the SignatureRequired boolean
+// - AddAdministrator is more complex and add a new administrator in the Administrator set
+// - RemoveAdministrator is the counterpart the remove administrators
+//
+// Note: there is some amount of boilerplate for operations. In a real project, some of that can be
+// factorized and simplified.
+
+// Operation is the operation interface acting on Snapshot
+type Operation interface {
+	dag.Operation
+
+	// Apply the operation to a Snapshot to create the final state
+	Apply(snapshot *Snapshot)
+}
+
+type OperationType int
+
+const (
+	_ OperationType = iota
+	SetSignatureRequiredOp
+	AddAdministratorOp
+	RemoveAdministratorOp
+)
+
+// SetSignatureRequired is an operation to set/unset if git signature are required.
+type SetSignatureRequired struct {
+	author        identity.Interface
+	OperationType OperationType `json:"type"`
+	Value         bool          `json:"value"`
+}
+
+func NewSetSignatureRequired(author identity.Interface, value bool) *SetSignatureRequired {
+	return &SetSignatureRequired{author: author, OperationType: SetSignatureRequiredOp, Value: value}
+}
+
+func (ssr *SetSignatureRequired) Id() entity.Id {
+	// the Id of the operation is the hash of the serialized data.
+	// we could memorize the Id when deserializing, but that will do
+	data, _ := json.Marshal(ssr)
+	return entity.DeriveId(data)
+}
+
+func (ssr *SetSignatureRequired) Validate() error {
+	if ssr.author == nil {
+		return fmt.Errorf("author not set")
+	}
+	return ssr.author.Validate()
+}
+
+func (ssr *SetSignatureRequired) Author() identity.Interface {
+	return ssr.author
+}
+
+// Apply is the function that makes changes on the snapshot
+func (ssr *SetSignatureRequired) Apply(snapshot *Snapshot) {
+	// check that we are allowed to change the config
+	if _, ok := snapshot.Administrator[ssr.author]; !ok {
+		return
+	}
+	snapshot.SignatureRequired = ssr.Value
+}
+
+// AddAdministrator is an operation to add a new administrator in the set
+type AddAdministrator struct {
+	author        identity.Interface
+	OperationType OperationType        `json:"type"`
+	ToAdd         []identity.Interface `json:"to_add"`
+}
+
+// addAdministratorJson is a helper struct to deserialize identities with a concrete type.
+type addAdministratorJson struct {
+	ToAdd []identity.IdentityStub `json:"to_add"`
+}
+
+func NewAddAdministratorOp(author identity.Interface, toAdd ...identity.Interface) *AddAdministrator {
+	return &AddAdministrator{author: author, OperationType: AddAdministratorOp, ToAdd: toAdd}
+}
+
+func (aa *AddAdministrator) Id() entity.Id {
+	// we could memorize the Id when deserializing, but that will do
+	data, _ := json.Marshal(aa)
+	return entity.DeriveId(data)
+}
+
+func (aa *AddAdministrator) Validate() error {
+	// Let's enforce an arbitrary rule
+	if len(aa.ToAdd) == 0 {
+		return fmt.Errorf("nothing to add")
+	}
+	if aa.author == nil {
+		return fmt.Errorf("author not set")
+	}
+	return aa.author.Validate()
+}
+
+func (aa *AddAdministrator) Author() identity.Interface {
+	return aa.author
+}
+
+// Apply is the function that makes changes on the snapshot
+func (aa *AddAdministrator) Apply(snapshot *Snapshot) {
+	// check that we are allowed to change the config ... or if there is no admin yet
+	if !snapshot.HasAdministrator(aa.author) && len(snapshot.Administrator) != 0 {
+		return
+	}
+	for _, toAdd := range aa.ToAdd {
+		snapshot.Administrator[toAdd] = struct{}{}
+	}
+}
+
+// RemoveAdministrator is an operation to remove an administrator from the set
+type RemoveAdministrator struct {
+	author        identity.Interface
+	OperationType OperationType        `json:"type"`
+	ToRemove      []identity.Interface `json:"to_remove"`
+}
+
+// removeAdministratorJson is a helper struct to deserialize identities with a concrete type.
+type removeAdministratorJson struct {
+	ToRemove []identity.Interface `json:"to_remove"`
+}
+
+func NewRemoveAdministratorOp(author identity.Interface, toRemove ...identity.Interface) *RemoveAdministrator {
+	return &RemoveAdministrator{author: author, OperationType: RemoveAdministratorOp, ToRemove: toRemove}
+}
+
+func (ra *RemoveAdministrator) Id() entity.Id {
+	// the Id of the operation is the hash of the serialized data.
+	// we could memorize the Id when deserializing, but that will do
+	data, _ := json.Marshal(ra)
+	return entity.DeriveId(data)
+}
+
+func (ra *RemoveAdministrator) Validate() error {
+	// Let's enforce some rules. If we return an error, this operation will be
+	// considered invalid and will not be included in our data.
+	if len(ra.ToRemove) == 0 {
+		return fmt.Errorf("nothing to remove")
+	}
+	if ra.author == nil {
+		return fmt.Errorf("author not set")
+	}
+	return ra.author.Validate()
+}
+
+func (ra *RemoveAdministrator) Author() identity.Interface {
+	return ra.author
+}
+
+// Apply is the function that makes changes on the snapshot
+func (ra *RemoveAdministrator) Apply(snapshot *Snapshot) {
+	// check if we are allowed to make changes
+	if !snapshot.HasAdministrator(ra.author) {
+		return
+	}
+	// special rule: we can't end up with no administrator
+	stillSome := false
+	for admin, _ := range snapshot.Administrator {
+		if admin != ra.author {
+			stillSome = true
+			break
+		}
+	}
+	if !stillSome {
+		return
+	}
+	// apply
+	for _, toRemove := range ra.ToRemove {
+		delete(snapshot.Administrator, toRemove)
+	}
+}
+
+// Now, let's create the main object (the entity) we are going to manipulate: ProjectConfig.
+// This object wrap a dag.Entity, which makes it inherit some methods and provide all the complex
+// DAG handling. Additionally, ProjectConfig is the place where we can add functions specific for that type.
+
+type ProjectConfig struct {
+	// this is really all we need
+	*dag.Entity
+}
+
+func NewProjectConfig() *ProjectConfig {
+	return &ProjectConfig{Entity: dag.New(def)}
+}
+
+// a Definition describes a few properties of the Entity, a sort of configuration to manipulate the
+// DAG of operations
+var def = dag.Definition{
+	Typename:             "project config",
+	Namespace:            "conf",
+	OperationUnmarshaler: operationUnmarshaller,
+	FormatVersion:        1,
+}
+
+// operationUnmarshaller is a function doing the de-serialization of the JSON data into our own
+// concrete Operations. If needed, we can use the resolver to connect to other entities.
+func operationUnmarshaller(author identity.Interface, raw json.RawMessage, resolver identity.Resolver) (dag.Operation, error) {
+	var t struct {
+		OperationType OperationType `json:"type"`
+	}
+
+	if err := json.Unmarshal(raw, &t); err != nil {
+		return nil, err
+	}
+
+	var value interface{}
+
+	switch t.OperationType {
+	case AddAdministratorOp:
+		value = &addAdministratorJson{}
+	case RemoveAdministratorOp:
+		value = &removeAdministratorJson{}
+	case SetSignatureRequiredOp:
+		value = &SetSignatureRequired{}
+	default:
+		panic(fmt.Sprintf("unknown operation type %v", t.OperationType))
+	}
+
+	err := json.Unmarshal(raw, &value)
+	if err != nil {
+		return nil, err
+	}
+
+	var op Operation
+
+	switch value := value.(type) {
+	case *SetSignatureRequired:
+		value.author = author
+		op = value
+	case *addAdministratorJson:
+		// We need something less straightforward to deserialize and resolve identities
+		aa := &AddAdministrator{
+			author:        author,
+			OperationType: AddAdministratorOp,
+			ToAdd:         make([]identity.Interface, len(value.ToAdd)),
+		}
+		for i, stub := range value.ToAdd {
+			iden, err := resolver.ResolveIdentity(stub.Id())
+			if err != nil {
+				return nil, err
+			}
+			aa.ToAdd[i] = iden
+		}
+		op = aa
+	case *removeAdministratorJson:
+		// We need something less straightforward to deserialize and resolve identities
+		ra := &RemoveAdministrator{
+			author:        author,
+			OperationType: RemoveAdministratorOp,
+			ToRemove:      make([]identity.Interface, len(value.ToRemove)),
+		}
+		for i, stub := range value.ToRemove {
+			iden, err := resolver.ResolveIdentity(stub.Id())
+			if err != nil {
+				return nil, err
+			}
+			ra.ToRemove[i] = iden
+		}
+		op = ra
+	default:
+		panic(fmt.Sprintf("unknown operation type %T", value))
+	}
+
+	return op, nil
+}
+
+// Compile compute a view of the final state. This is what we would use to display the state
+// in a user interface.
+func (pc ProjectConfig) Compile() *Snapshot {
+	// Note: this would benefit from caching, but it's a simple example
+	snap := &Snapshot{
+		// default value
+		Administrator:     make(map[identity.Interface]struct{}),
+		SignatureRequired: false,
+	}
+	for _, op := range pc.Operations() {
+		op.(Operation).Apply(snap)
+	}
+	return snap
+}
+
+// Read is a helper to load a ProjectConfig from a Repository
+func Read(repo repository.ClockedRepo, id entity.Id) (*ProjectConfig, error) {
+	e, err := dag.Read(def, repo, identity.NewSimpleResolver(repo), id)
+	if err != nil {
+		return nil, err
+	}
+	return &ProjectConfig{Entity: e}, nil
+}
+
+func Example_entity() {
+	// Note: this example ignore errors for readability
+	// Note: variable names get a little confusing as we are simulating both side in the same function
+
+	// Let's start by defining two git repository and connecting them as remote
+	repoRenePath, _ := os.MkdirTemp("", "")
+	repoIsaacPath, _ := os.MkdirTemp("", "")
+	repoRene, _ := repository.InitGoGitRepo(repoRenePath)
+	repoIsaac, _ := repository.InitGoGitRepo(repoIsaacPath)
+	_ = repoRene.AddRemote("origin", repoIsaacPath)
+	_ = repoIsaac.AddRemote("origin", repoRenePath)
+
+	// Now we need identities and to propagate them
+	rene, _ := identity.NewIdentity(repoRene, "René Descartes", "rene@descartes.fr")
+	isaac, _ := identity.NewIdentity(repoRene, "Isaac Newton", "isaac@newton.uk")
+	_ = rene.Commit(repoRene)
+	_ = isaac.Commit(repoRene)
+	_ = identity.Pull(repoIsaac, "origin")
+
+	// create a new entity
+	confRene := NewProjectConfig()
+
+	// add some operations
+	confRene.Append(NewAddAdministratorOp(rene, rene))
+	confRene.Append(NewAddAdministratorOp(rene, isaac))
+	confRene.Append(NewSetSignatureRequired(rene, true))
+
+	// Rene commits on its own repo
+	_ = confRene.Commit(repoRene)
+
+	// Isaac pull and read the config
+	_ = dag.Pull(def, repoIsaac, identity.NewSimpleResolver(repoIsaac), "origin", isaac)
+	confIsaac, _ := Read(repoIsaac, confRene.Id())
+
+	// Compile gives the current state of the config
+	snapshot := confIsaac.Compile()
+	for admin, _ := range snapshot.Administrator {
+		fmt.Println(admin.DisplayName())
+	}
+
+	// Isaac add more operations
+	confIsaac.Append(NewSetSignatureRequired(isaac, false))
+	reneFromIsaacRepo, _ := identity.ReadLocal(repoIsaac, rene.Id())
+	confIsaac.Append(NewRemoveAdministratorOp(isaac, reneFromIsaacRepo))
+	_ = confIsaac.Commit(repoIsaac)
+}