diff --git a/.gitignore b/.gitignore
index 21bcd46..53ec3bb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,4 @@
 .*
 !.gitignore
-
-*.olean
-/build
-/lake-packages
+*.[io]lean
+/result
diff --git a/Pantograph/Delate.lean b/Pantograph/Delate.lean
index be17729..4b3bd51 100644
--- a/Pantograph/Delate.lean
+++ b/Pantograph/Delate.lean
@@ -327,11 +327,11 @@ partial def serializeExpressionSexp (expr: Expr) (sanitize: Bool := true): MetaM
       -- Lean these are handled using a `#` prefix.
       pure s!"{deBruijnIndex}"
     | .fvar fvarId =>
-      let name := ofName fvarId.name
+      let name := fvarId.name
       pure s!"(:fv {name})"
     | .mvar mvarId => do
         let pref := if ← mvarId.isDelayedAssigned then "mvd" else "mv"
-        let name := ofName mvarId.name
+        let name := mvarId.name
         pure s!"(:{pref} {name})"
     | .sort level =>
       let level := serializeSortLevel level sanitize
@@ -346,20 +346,20 @@ partial def serializeExpressionSexp (expr: Expr) (sanitize: Bool := true): MetaM
       let args := " ".intercalate args
       pure s!"({fn'} {args})"
     | .lam binderName binderType body binderInfo => do
-      let binderName' := ofName binderName
+      let binderName' := binderName.eraseMacroScopes
       let binderType' ← self binderType
       let body' ← self body
       let binderInfo' := binderInfoSexp binderInfo
       pure s!"(:lambda {binderName'} {binderType'} {body'}{binderInfo'})"
     | .forallE binderName binderType body binderInfo => do
-      let binderName' := ofName binderName
+      let binderName' := binderName.eraseMacroScopes
       let binderType' ← self binderType
       let body' ← self body
       let binderInfo' := binderInfoSexp binderInfo
       pure s!"(:forall {binderName'} {binderType'} {body'}{binderInfo'})"
     | .letE name type value body _ => do
       -- Dependent boolean flag diacarded
-      let name' := serializeName name
+      let name' := name.eraseMacroScopes
       let type' ← self type
       let value' ← self value
       let body' ← self body
@@ -387,7 +387,6 @@ partial def serializeExpressionSexp (expr: Expr) (sanitize: Bool := true): MetaM
     | .implicit => " :implicit"
     | .strictImplicit => " :strictImplicit"
     | .instImplicit => " :instImplicit"
-  ofName (name: Name) := serializeName name sanitize
 
 def serializeExpression (options: @&Protocol.Options) (e: Expr): MetaM Protocol.Expression := do
   let pp?: Option String ← match options.printExprPretty with
@@ -420,13 +419,13 @@ def serializeGoal (options: @&Protocol.Options) (goal: MVarId) (mvarDecl: Metava
       match localDecl with
       | .cdecl _ fvarId userName _ _ _ =>
         return {
-          name := ofName fvarId.name,
+          name := fvarId.name.toString,
           userName:= ofName userName.simpMacroScopes,
           isInaccessible := userName.isInaccessibleUserName
         }
       | .ldecl _ fvarId userName _ _ _ _ => do
         return {
-          name := ofName fvarId.name,
+          name := fvarId.name.toString,
           userName := toString userName.simpMacroScopes,
           isInaccessible := userName.isInaccessibleUserName
         }
@@ -436,7 +435,7 @@ def serializeGoal (options: @&Protocol.Options) (goal: MVarId) (mvarDecl: Metava
         let userName := userName.simpMacroScopes
         let type ← instantiate type
         return {
-          name := ofName fvarId.name,
+          name := fvarId.name.toString,
           userName:= ofName userName,
           isInaccessible := userName.isInaccessibleUserName
           type? := .some (← serializeExpression options type)
@@ -450,7 +449,7 @@ def serializeGoal (options: @&Protocol.Options) (goal: MVarId) (mvarDecl: Metava
         else
           pure $ .none
         return {
-          name := ofName fvarId.name,
+          name := fvarId.name.toString,
           userName:= ofName userName,
           isInaccessible := userName.isInaccessibleUserName
           type? := .some (← serializeExpression options type)
@@ -469,7 +468,7 @@ def serializeGoal (options: @&Protocol.Options) (goal: MVarId) (mvarDecl: Metava
           | false => ppVar localDecl
         return var::acc
     return {
-      name := ofName goal.name,
+      name := goal.name.toString,
       userName? := if mvarDecl.userName == .anonymous then .none else .some (ofName mvarDecl.userName),
       isConversion := isLHSGoal? mvarDecl.type |>.isSome,
       target := (← serializeExpression options (← instantiate mvarDecl.type)),
diff --git a/Pantograph/Frontend.lean b/Pantograph/Frontend.lean
index fd91823..9a41567 100644
--- a/Pantograph/Frontend.lean
+++ b/Pantograph/Frontend.lean
@@ -1,4 +1,4 @@
-/- Adapted from lean-training-data by semorrison -/
 import Pantograph.Frontend.Basic
 import Pantograph.Frontend.Elab
+import Pantograph.Frontend.InfoTree
 import Pantograph.Frontend.MetaTranslate
diff --git a/Pantograph/Frontend/Basic.lean b/Pantograph/Frontend/Basic.lean
index 1074a94..87decd4 100644
--- a/Pantograph/Frontend/Basic.lean
+++ b/Pantograph/Frontend/Basic.lean
@@ -30,6 +30,13 @@ end Lean.PersistentArray
 
 namespace Pantograph.Frontend
 
+@[export pantograph_frontend_stx_byte_range]
+def stxByteRange (stx : Syntax) : String.Pos × String.Pos :=
+  let pos := stx.getPos?.getD 0
+  let endPos := stx.getTailPos?.getD 0
+  (pos, endPos)
+
+
 abbrev FrontendM := Elab.Frontend.FrontendM
 
 structure CompilationStep where
diff --git a/Pantograph/Frontend/Elab.lean b/Pantograph/Frontend/Elab.lean
index ceecfae..3da5fca 100644
--- a/Pantograph/Frontend/Elab.lean
+++ b/Pantograph/Frontend/Elab.lean
@@ -1,87 +1,21 @@
-/- Adapted from https://github.com/semorrison/lean-training-data -/
 import Lean.Elab.Import
 import Lean.Elab.Command
 import Lean.Elab.InfoTree
+import Lean.DeclarationRange
 
 import Pantograph.Frontend.Basic
 import Pantograph.Frontend.MetaTranslate
 import Pantograph.Goal
 import Pantograph.Protocol
+import Pantograph.Frontend.InfoTree
 
 open Lean
 
-namespace Lean.Elab.Info
-/-- The `Syntax` for a `Lean.Elab.Info`, if there is one. -/
-protected def stx? : Info → Option Syntax
-  | .ofTacticInfo         info => info.stx
-  | .ofTermInfo           info => info.stx
-  | .ofCommandInfo        info => info.stx
-  | .ofMacroExpansionInfo info => info.stx
-  | .ofOptionInfo         info => info.stx
-  | .ofFieldInfo          info => info.stx
-  | .ofCompletionInfo     info => info.stx
-  | .ofUserWidgetInfo     info => info.stx
-  | .ofCustomInfo         info => info.stx
-  | .ofFVarAliasInfo      _    => none
-  | .ofFieldRedeclInfo    info => info.stx
-  | .ofOmissionInfo       info => info.stx
-/-- Is the `Syntax` for this `Lean.Elab.Info` original, or synthetic? -/
-protected def isOriginal (i : Info) : Bool :=
-  match i.stx? with
-  | none => true   -- Somewhat unclear what to do with `FVarAliasInfo`, so be conservative.
-  | some stx => match stx.getHeadInfo with
-    | .original .. => true
-    | _ => false
-end Lean.Elab.Info
-
-namespace Lean.Elab.TacticInfo
-
-/-- Find the name for the outermost `Syntax` in this `TacticInfo`. -/
-def name? (t : TacticInfo) : Option Name :=
-  match t.stx with
-  | Syntax.node _ n _ => some n
-  | _ => none
-/-- Decide whether a tactic is "substantive",
-or is merely a tactic combinator (e.g. `by`, `;`, multiline tactics, parenthesized tactics). -/
-def isSubstantive (t : TacticInfo) : Bool :=
-  match t.name? with
-  | none => false
-  | some `null => false
-  | some ``cdot => false
-  | some ``cdotTk => false
-  | some ``Lean.Parser.Term.byTactic => false
-  | some ``Lean.Parser.Tactic.tacticSeq => false
-  | some ``Lean.Parser.Tactic.tacticSeq1Indented => false
-  | some ``Lean.Parser.Tactic.«tactic_<;>_» => false
-  | some ``Lean.Parser.Tactic.paren => false
-  | _ => true
-
-end Lean.Elab.TacticInfo
-
-namespace Lean.Elab.InfoTree
-
-/--
-Keep `.node` nodes and `.hole` nodes satisfying predicates.
-
-Returns a `List InfoTree`, although in most situations this will be a singleton.
--/
-partial def filter (p : Info → Bool) (m : MVarId → Bool := fun _ => false) :
-    InfoTree → List InfoTree
-  | .context ctx tree => tree.filter p m |>.map (.context ctx)
-  | .node info children =>
-    if p info then
-      [.node info (children.toList.map (filter p m)).join.toPArray']
-    else
-      (children.toList.map (filter p m)).join
-  | .hole mvar => if m mvar then [.hole mvar] else []
-
-end Lean.Elab.InfoTree
-
-
 namespace Pantograph.Frontend
 
 -- Info tree filtering functions
 
+/- Adapted from lean-training-data -/
 structure TacticInvocation where
   info : Elab.TacticInfo
   ctx : Elab.ContextInfo
@@ -131,19 +65,10 @@ protected def usedConstants (t: TacticInvocation) : NameSet :=
 
 end TacticInvocation
 
-/-- Analogue of `Lean.Elab.InfoTree.findInfo?`, but that returns a list of all results. -/
-partial def findAllInfo (t : Elab.InfoTree) (context?: Option Elab.ContextInfo) (pred : Elab.Info → Bool) :
-    List (Elab.Info × Option Elab.ContextInfo × PersistentArray Elab.InfoTree) :=
-  match t with
-  | .context inner t => findAllInfo t (inner.mergeIntoOuter? context?) pred
-  | .node i children  =>
-      (if pred i then [(i, context?, children)] else []) ++ children.toList.bind (fun t => findAllInfo t context? pred)
-  | _ => []
-
 /-- Return all `TacticInfo` nodes in an `InfoTree` corresponding to tactics,
 each equipped with its relevant `ContextInfo`, and any children info trees. -/
 private def collectTacticNodes (t : Elab.InfoTree) : List TacticInvocation :=
-  let infos := findAllInfo t none fun i => match i with
+  let infos := t.findAllInfo none false fun i => match i with
     | .ofTacticInfo _ => true
     | _ => false
   infos.filterMap fun p => match p with
@@ -162,9 +87,11 @@ def collectTacticsFromCompilationStep (step : CompilationStep) : IO (List Protoc
   tactics.mapM λ invocation => do
     let goalBefore := (Format.joinSep (← invocation.goalState) "\n").pretty
     let goalAfter := (Format.joinSep (← invocation.goalStateAfter) "\n").pretty
-    let tactic ← invocation.ctx.runMetaM {} do
-      let t ← PrettyPrinter.ppTactic ⟨invocation.info.stx⟩
-      return t.pretty
+    let tactic ← invocation.ctx.runMetaM {} <| Meta.withMCtx invocation.info.mctxBefore do
+      return (← invocation.ctx.ppSyntax {} invocation.info.stx).pretty
+      -- FIXME: Why does this not work? There are problems with `term.pseudo.antiquot`
+      --PrettyPrinter.ppTactic ⟨invocation.info.stx⟩
+      --return t.pretty
     let usedConstants := invocation.usedConstants.toArray.map λ n => n.toString
     return {
       goalBefore,
@@ -177,47 +104,79 @@ structure InfoWithContext where
   info: Elab.Info
   context?: Option Elab.ContextInfo := .none
 
-private def collectSorrysInTree (t : Elab.InfoTree) : List InfoWithContext :=
-  let infos := findAllInfo t none fun i => match i with
-    | .ofTermInfo { expectedType?, expr, stx, .. } =>
-      expr.isSorry ∧ expectedType?.isSome ∧ stx.isOfKind `Lean.Parser.Term.sorry
+private def collectSorrysInTree (t : Elab.InfoTree) : IO (List InfoWithContext) := do
+  let infos ← t.findAllInfoM none fun i ctx? => match i with
+    | .ofTermInfo { expectedType?, expr, stx, lctx, .. } => do
+      let .some ctx := ctx? | return (false, true)
+      if expr.isSorry ∧ stx.isOfKind `Lean.Parser.Term.sorry then
+        if expectedType?.isNone then
+          throw $ .userError "Sorry of indeterminant type is not allowed"
+        return (true, false)
+      let .some expectedType := expectedType? | return (false, true)
+      let typeMatch ← ctx.runMetaM lctx do
+        let type ← Meta.inferType expr
+        Meta.isExprDefEqGuarded type expectedType
+      return match typeMatch, expr.hasSorry with
+      | false, true => (true, false) -- Types mismatch but has sorry -> collect, halt
+      | false, false => (true, false) -- Types mistmatch but no sorry -> collect, halt
+      | true, true => (false, true) -- Types match but has sorry -> continue
+      | true, false => (false, false) -- Types match but no sorries -> halt
     | .ofTacticInfo { stx, goalsBefore, .. } =>
       -- The `sorry` term is distinct from the `sorry` tactic
       let isSorry := stx.isOfKind `Lean.Parser.Tactic.tacticSorry
-      isSorry ∧ !goalsBefore.isEmpty
-    | _ => false
-  infos.map fun (info, context?, _) => { info, context? }
+      return (isSorry ∧ !goalsBefore.isEmpty, ¬ isSorry)
+    | _ => return (false, true)
+  return infos.map fun (info, context?, _) => { info, context? }
 
 -- NOTE: Plural deliberately not spelled "sorries"
 @[export pantograph_frontend_collect_sorrys_m]
-def collectSorrys (step: CompilationStep) : List InfoWithContext :=
-  step.trees.bind collectSorrysInTree
-
+def collectSorrys (step: CompilationStep) : IO (List InfoWithContext) := do
+  return (← step.trees.mapM collectSorrysInTree).join
 
+structure AnnotatedGoalState where
+  state : GoalState
+  srcBoundaries : List (String.Pos × String.Pos)
 
 /--
 Since we cannot directly merge `MetavarContext`s, we have to get creative. This
 function duplicates frozen mvars in term and tactic info nodes, and add them to
 the current `MetavarContext`.
 -/
-@[export pantograph_frontend_sorrys_to_goal_state]
-def sorrysToGoalState (sorrys : List InfoWithContext) : MetaM GoalState := do
+@[export pantograph_frontend_sorrys_to_goal_state_m]
+def sorrysToGoalState (sorrys : List InfoWithContext) : MetaM AnnotatedGoalState := do
   assert! !sorrys.isEmpty
   let goalsM := sorrys.mapM λ i => do
     match i.info with
     | .ofTermInfo termInfo  => do
       let mvarId ← MetaTranslate.translateMVarFromTermInfo termInfo i.context?
-      return [mvarId]
+      return [(mvarId, stxByteRange termInfo.stx)]
     | .ofTacticInfo tacticInfo => do
-      MetaTranslate.translateMVarFromTacticInfoBefore tacticInfo i.context?
+      let mvarIds ← MetaTranslate.translateMVarFromTacticInfoBefore tacticInfo i.context?
+      let range := stxByteRange tacticInfo.stx
+      return mvarIds.map (·, range)
     | _ => panic! "Invalid info"
-  let goals := List.join (← goalsM.run {} |>.run' {})
+  let annotatedGoals := List.join (← goalsM.run {} |>.run' {})
+  let goals := annotatedGoals.map Prod.fst
+  let srcBoundaries := annotatedGoals.map Prod.snd
   let root := match goals with
     | [] => panic! "No MVars generated"
     | [g] => g
     | _ => { name := .anonymous }
-  GoalState.createFromMVars goals root
+  let state ← GoalState.createFromMVars goals root
+  return { state, srcBoundaries }
 
 
+@[export pantograph_frontend_collect_new_defined_constants_m]
+def collectNewDefinedConstants (step : CompilationStep) : IO (List Name) := do
+  step.after.constants.map₂.foldlM (λ acc name _ => do
+    if step.before.contains name then
+      return acc
+    let coreM : CoreM Bool := Option.isSome <$> findDeclarationRanges? name
+    let hasRange ← coreM.run' { fileName := step.fileName, fileMap := step.fileMap } { env := step.after } |>.toBaseIO
+    match hasRange with
+    | .ok true => return name :: acc
+    | .ok false => return acc
+    | .error e => throw $ IO.userError (← e.toMessageData.toString)
+    ) []
 
 end Pantograph.Frontend
diff --git a/Pantograph/Frontend/InfoTree.lean b/Pantograph/Frontend/InfoTree.lean
new file mode 100644
index 0000000..cfef621
--- /dev/null
+++ b/Pantograph/Frontend/InfoTree.lean
@@ -0,0 +1,153 @@
+/- Adapted from lean-training-data -/
+import Lean.Elab.InfoTree
+import Lean.Parser.Term
+import Lean.PrettyPrinter
+
+open Lean
+
+namespace Lean.Elab
+
+private def elaboratorToString : Name → String
+  | .anonymous => ""
+  | n => s!"⟨{n}⟩ "
+private def indent (s : String) : String := "\n".intercalate $ s.splitOn "\n" |>.map ("\t" ++ .)
+
+/-- The `Syntax` for a `Lean.Elab.Info`, if there is one. -/
+protected def Info.stx? : Info → Option Syntax
+  | .ofTacticInfo         info => info.stx
+  | .ofTermInfo           info => info.stx
+  | .ofCommandInfo        info => info.stx
+  | .ofMacroExpansionInfo info => info.stx
+  | .ofOptionInfo         info => info.stx
+  | .ofFieldInfo          info => info.stx
+  | .ofCompletionInfo     info => info.stx
+  | .ofUserWidgetInfo     info => info.stx
+  | .ofCustomInfo         info => info.stx
+  | .ofFVarAliasInfo      _    => none
+  | .ofFieldRedeclInfo    info => info.stx
+  | .ofOmissionInfo       info => info.stx
+/-- Is the `Syntax` for this `Lean.Elab.Info` original, or synthetic? -/
+protected def Info.isOriginal (i : Info) : Bool :=
+  match i.stx? with
+  | none => true   -- Somewhat unclear what to do with `FVarAliasInfo`, so be conservative.
+  | some stx => match stx.getHeadInfo with
+    | .original .. => true
+    | _ => false
+
+def ContextInfo.ppExpr (ctx : ContextInfo) (lctx : LocalContext) (e : Expr) : IO Format :=
+  ctx.runMetaM lctx (do Meta.ppExpr (← instantiateMVars e))
+
+def CommandInfo.toString (info : CommandInfo) (ctx : ContextInfo) : IO String := do
+  let stx := (← ctx.ppSyntax {} info.stx).pretty
+  return s!"{elaboratorToString info.elaborator}\n{stx}"
+
+def TermInfo.toString (info : TermInfo) (ctx : ContextInfo) : IO String := do
+  let stx := (← ctx.ppSyntax info.lctx info.stx).pretty
+  let expectedType := (← info.expectedType?.mapM fun ty => do
+    pure s!": {(← ctx.ppExpr info.lctx ty).pretty}").getD ""
+  let expr := (← ctx.ppExpr info.lctx info.expr).pretty
+  return s!"{elaboratorToString info.elaborator}{expr}{expectedType}\n{stx}"
+
+/-- Find the name for the outermost `Syntax` in this `TacticInfo`. -/
+def TacticInfo.name? (t : TacticInfo) : Option Name :=
+  match t.stx with
+  | Syntax.node _ n _ => some n
+  | _ => none
+/-- Decide whether a tactic is "substantive",
+or is merely a tactic combinator (e.g. `by`, `;`, multiline tactics, parenthesized tactics). -/
+def TacticInfo.isSubstantive (t : TacticInfo) : Bool :=
+  match t.name? with
+  | none => false
+  | some `null => false
+  | some ``cdot => false
+  | some ``cdotTk => false
+  | some ``Lean.Parser.Term.byTactic => false
+  | some ``Lean.Parser.Tactic.tacticSeq => false
+  | some ``Lean.Parser.Tactic.tacticSeq1Indented => false
+  | some ``Lean.Parser.Tactic.«tactic_<;>_» => false
+  | some ``Lean.Parser.Tactic.paren => false
+  | _ => true
+def TacticInfo.pp (info : TacticInfo) (ctx : ContextInfo) : IO Format :=
+  ctx.runMetaM {} try
+    Lean.PrettyPrinter.ppTactic ⟨info.stx⟩
+  catch _ =>
+    pure "<failed to pretty print>"
+def TacticInfo.toString (i : TacticInfo) (ctx : ContextInfo) : IO String := do
+  let name := i.name?
+  let stx := Format.pretty (← i.pp ctx)
+  return s!"{name}\n{stx}"
+
+/--
+Keep `.node` nodes and `.hole` nodes satisfying predicates.
+
+Returns a `List InfoTree`, although in most situations this will be a singleton.
+-/
+partial def InfoTree.filter (p : Info → Bool) (m : MVarId → Bool := fun _ => false) :
+    InfoTree → List InfoTree
+  | .context ctx tree => tree.filter p m |>.map (.context ctx)
+  | .node info children =>
+    if p info then
+      [.node info (children.toList.map (filter p m)).join.toPArray']
+    else
+      (children.toList.map (filter p m)).join
+  | .hole mvar => if m mvar then [.hole mvar] else []
+
+/-- Analogue of `Lean.Elab.InfoTree.findInfo?`, but that returns a list of all results. -/
+partial def InfoTree.findAllInfo
+    (t : InfoTree)
+    (context?: Option Elab.ContextInfo)
+    (haltOnMatch : Bool := false)
+    (pred : Elab.Info → Bool)
+    : List (Elab.Info × Option Elab.ContextInfo × PersistentArray Elab.InfoTree) :=
+  match t with
+  | .context inner t => findAllInfo t (inner.mergeIntoOuter? context?) haltOnMatch pred
+  | .node i children  =>
+    let head := if pred i then [(i, context?, children)] else []
+    let tail := if haltOnMatch ∧ !head.isEmpty then [] else children.toList.bind (fun t => findAllInfo t context? haltOnMatch pred)
+    head ++ tail
+  | _ => []
+
+/-- Monadic analogue of `findAllInfo`, but predicate controls whether to recurse. -/
+partial def InfoTree.findAllInfoM [Monad m]
+    (t : InfoTree)
+    (context?: Option Elab.ContextInfo)
+    (pred : Elab.Info → Option Elab.ContextInfo → m (Bool × Bool))
+    : m (List (Elab.Info × Option Elab.ContextInfo × PersistentArray Elab.InfoTree)) := do
+  match t with
+  | .context inner t => t.findAllInfoM (inner.mergeIntoOuter? context?) pred
+  | .node i children  =>
+    let (flagCollect, flagRecurse) ← pred i context?
+    let head := if flagCollect then [(i, context?, children)] else []
+    let tail := if ¬ flagRecurse then pure [] else children.toList.mapM (fun t => t.findAllInfoM context? pred)
+    return head ++ (← tail).join
+  | _ => return []
+
+@[export pantograph_infotree_to_string_m]
+partial def InfoTree.toString (t : InfoTree) (ctx?: Option Elab.ContextInfo := .none) : IO String := do
+  match t with
+  | .context ctx t => t.toString (ctx.mergeIntoOuter? ctx?)
+  | .node info children =>
+    if let some ctx := ctx? then
+      let node : String ← match info with
+      | .ofTermInfo    info => pure s!"[term] {(← info.toString ctx)}"
+      | .ofCommandInfo info => pure s!"[command] {(← info.toString ctx)}"
+      | .ofTacticInfo  info => pure s!"[tactic] {(← info.toString ctx)}"
+      | .ofMacroExpansionInfo _ => pure "[macro_exp]"
+      | .ofOptionInfo _ => pure "[option]"
+      | .ofFieldInfo _ => pure "[field]"
+      | .ofCompletionInfo _ => pure "[completion]"
+      | .ofUserWidgetInfo _ => pure "[user_widget]"
+      | .ofCustomInfo _ => pure "[custom]"
+      | .ofFVarAliasInfo _ => pure "[fvar]"
+      | .ofFieldRedeclInfo _ => pure "[field_redecl]"
+      | .ofOmissionInfo _ => pure "[omission]"
+      let children := "\n".intercalate (← children.toList.mapM λ t' => do pure $ indent $ ← t'.toString ctx)
+      return s!"{node}\n{children}"
+    else throw <| IO.userError "No `ContextInfo` available."
+  | .hole mvarId =>
+    if let some ctx := ctx? then
+      let payload := (← ctx.runMetaM {} (do Meta.ppGoal mvarId)).pretty
+      return s!"[hole] {payload}"
+    else throw <| IO.userError "No `ContextInfo` available."
+
+end Lean.Elab
diff --git a/Pantograph/Goal.lean b/Pantograph/Goal.lean
index 79e3004..6ff14d2 100644
--- a/Pantograph/Goal.lean
+++ b/Pantograph/Goal.lean
@@ -10,8 +10,6 @@ import Lean
 namespace Pantograph
 open Lean
 
-def filename: String := "<pantograph>"
-
 /--
 Represents an interconnected set of metavariables, or a state in proof search
  -/
@@ -73,6 +71,8 @@ protected def GoalState.metaContextOfGoal (state: GoalState) (mvarId: MVarId): O
   return { lctx := mvarDecl.lctx, localInstances := mvarDecl.localInstances }
 protected def GoalState.metaState (state: GoalState): Meta.State :=
   state.savedState.term.meta.meta
+protected def GoalState.coreState (state: GoalState): Core.SavedState :=
+  state.savedState.term.meta.core
 
 protected def GoalState.withContext (state: GoalState) (mvarId: MVarId) (m: MetaM α): MetaM α := do
   mvarId.withContext m |>.run' (← read) state.metaState
@@ -177,16 +177,51 @@ protected def GoalState.getMVarEAssignment (goalState: GoalState) (mvarId: MVarI
 
 --- Tactic execution functions ---
 
-protected def GoalState.step (state: GoalState) (goal: MVarId) (tacticM: Elab.Tactic.TacticM Unit)
+-- Mimics `Elab.Term.logUnassignedUsingErrorInfos`
+private def collectAllErroredMVars (src : MVarId) : Elab.TermElabM (List MVarId) := do
+  -- These descendants serve as "seed" mvars. If a MVarError's mvar is related
+  -- to one of these seed mvars, it means an error has occurred when a tactic
+  -- was executing on `src`. `evalTactic`, will not capture these mvars, so we
+  -- need to manually find them and save them into the goal list.
+  let descendants ←  Meta.getMVars $ ← instantiateMVars (.mvar src)
+  --let _ ← Elab.Term.logUnassignedUsingErrorInfos descendants
+  let mut alreadyVisited : MVarIdSet := {}
+  let mut result : MVarIdSet := {}
+  for { mvarId, .. } in (← get).mvarErrorInfos do
+    unless alreadyVisited.contains mvarId do
+      alreadyVisited := alreadyVisited.insert mvarId
+      /- The metavariable `mvarErrorInfo.mvarId` may have been assigned or
+         delayed assigned to another metavariable that is unassigned. -/
+      let mvarDeps ← Meta.getMVars (.mvar mvarId)
+      if mvarDeps.any descendants.contains then do
+        result := mvarDeps.foldl (·.insert ·) result
+  return result.toList
+
+private def mergeMVarLists (li1 li2 : List MVarId) : List MVarId :=
+  let li2' := li2.filter (¬ li1.contains ·)
+  li1 ++ li2'
+
+/--
+Set `guardMVarErrors` to true to capture mvar errors. Lean will not
+automatically collect mvars from text tactics (vide
+`test_tactic_failure_synthesize_placeholder`)
+-/
+protected def GoalState.step (state: GoalState) (goal: MVarId) (tacticM: Elab.Tactic.TacticM Unit) (guardMVarErrors : Bool := false)
   : Elab.TermElabM GoalState := do
   unless (← getMCtx).decls.contains goal do
     throwError s!"Goal is not in context: {goal.name}"
   goal.checkNotAssigned `GoalState.step
-  let (_, newGoals) ← tacticM { elaborator := .anonymous } |>.run { goals := [goal] }
+  let (_, { goals }) ← tacticM { elaborator := .anonymous } |>.run { goals := [goal] }
   let nextElabState ← MonadBacktrack.saveState
+  Elab.Term.synthesizeSyntheticMVarsNoPostponing
+
+  let goals ← if guardMVarErrors then
+      pure $ mergeMVarLists goals (← collectAllErroredMVars goal)
+    else
+      pure goals
   return {
     state with
-    savedState := { term := nextElabState, tactic := newGoals },
+    savedState := { term := nextElabState, tactic := { goals }, },
     parentMVar? := .some goal,
     calcPrevRhs? := .none,
   }
@@ -202,16 +237,28 @@ inductive TacticResult where
   -- The given action cannot be executed in the state
   | invalidAction (message: String)
 
-/-- Executes a `TacticM` monads on this `GoalState`, collecting the errors as necessary -/
-protected def GoalState.tryTacticM (state: GoalState) (goal: MVarId) (tacticM: Elab.Tactic.TacticM Unit):
+/-- Executes a `TacticM` monad on this `GoalState`, collecting the errors as necessary -/
+protected def GoalState.tryTacticM (state: GoalState) (goal: MVarId) (tacticM: Elab.Tactic.TacticM Unit) (guardMVarErrors : Bool := false):
       Elab.TermElabM TacticResult := do
   try
-    let nextState ← state.step goal tacticM
+    let nextState ← state.step goal tacticM guardMVarErrors
+
+    -- Check if error messages have been generated in the core.
+    let newMessages ← (← Core.getMessageLog).toList.drop state.coreState.messages.toList.length
+      |>.filterMapM λ m => do
+        if m.severity == .error then
+          return .some $ ← m.toString
+        else
+          return .none
+    Core.resetMessageLog
+    if ¬ newMessages.isEmpty then
+      return .failure newMessages.toArray
     return .success nextState
   catch exception =>
     return .failure #[← exception.toMessageData.toString]
 
 /-- Execute a string tactic on given state. Restores TermElabM -/
+@[export pantograph_goal_state_try_tactic_m]
 protected def GoalState.tryTactic (state: GoalState) (goal: MVarId) (tactic: String):
     Elab.TermElabM TacticResult := do
   state.restoreElabM
@@ -219,10 +266,10 @@ protected def GoalState.tryTactic (state: GoalState) (goal: MVarId) (tactic: Str
     (env := ← MonadEnv.getEnv)
     (catName := if state.isConv then `conv else `tactic)
     (input := tactic)
-    (fileName := filename) with
+    (fileName := ← getFileName) with
     | .ok stx => pure $ stx
     | .error error => return .parseError error
-  state.tryTacticM goal $ Elab.Tactic.evalTactic tactic
+  state.tryTacticM goal (Elab.Tactic.evalTactic tactic) true
 
 protected def GoalState.tryAssign (state: GoalState) (goal: MVarId) (expr: String):
       Elab.TermElabM TacticResult := do
@@ -231,7 +278,7 @@ protected def GoalState.tryAssign (state: GoalState) (goal: MVarId) (expr: Strin
     (env := ← MonadEnv.getEnv)
     (catName := `term)
     (input := expr)
-    (fileName := filename) with
+    (fileName := ← getFileName) with
     | .ok syn => pure syn
     | .error error => return .parseError error
   state.tryTacticM goal $ Tactic.evalAssign expr
@@ -245,7 +292,7 @@ protected def GoalState.tryLet (state: GoalState) (goal: MVarId) (binderName: St
     (env := ← MonadEnv.getEnv)
     (catName := `term)
     (input := type)
-    (fileName := filename) with
+    (fileName := ← getFileName) with
     | .ok syn => pure syn
     | .error error => return .parseError error
   state.tryTacticM goal $ Tactic.evalLet binderName.toName type
@@ -332,7 +379,7 @@ protected def GoalState.tryCalc (state: GoalState) (goal: MVarId) (pred: String)
     (env := state.env)
     (catName := `term)
     (input := pred)
-    (fileName := filename) with
+    (fileName := ← getFileName) with
     | .ok syn => pure syn
     | .error error => return .parseError error
   goal.checkNotAssigned `GoalState.tryCalc
@@ -353,7 +400,7 @@ protected def GoalState.tryCalc (state: GoalState) (goal: MVarId) (pred: String)
       throwErrorAt pred "invalid 'calc' step, relation expected{indentExpr step}"
     if let some prevRhs := calcPrevRhs? then
       unless ← Meta.isDefEqGuarded lhs prevRhs do
-        throwErrorAt pred "invalid 'calc' step, left-hand-side is{indentD m!"{lhs} : {← Meta.inferType lhs}"}\nprevious right-hand-side is{indentD m!"{prevRhs} : {← Meta.inferType prevRhs}"}" -- "
+        throwErrorAt pred "invalid 'calc' step, left-hand-side is{indentD m!"{lhs} : {← Meta.inferType lhs}"}\nprevious right-hand-side is{indentD m!"{prevRhs} : {← Meta.inferType prevRhs}"}"
 
     -- Creates a mvar to represent the proof that the calc tactic solves the
     -- current branch
diff --git a/Pantograph/Protocol.lean b/Pantograph/Protocol.lean
index fcd5ebe..f232d9e 100644
--- a/Pantograph/Protocol.lean
+++ b/Pantograph/Protocol.lean
@@ -289,6 +289,19 @@ structure GoalDiag where
   instantiate: Bool := true
   printSexp: Bool := false
 
+structure GoalSave where
+  id: Nat
+  path: System.FilePath
+  deriving Lean.FromJson
+structure GoalSaveResult where
+  deriving Lean.ToJson
+structure GoalLoad where
+  path: System.FilePath
+  deriving Lean.FromJson
+structure GoalLoadResult where
+  id: Nat
+  deriving Lean.ToJson
+
 
 /-- Executes the Lean compiler on a single file -/
 structure FrontendProcess where
@@ -299,6 +312,8 @@ structure FrontendProcess where
   invocations: Bool := false
   -- If set to true, collect `sorry`s
   sorrys: Bool := false
+  -- If set to true, extract new constants
+  newConstants: Bool := false
   deriving Lean.FromJson
 structure InvokedTactic where
   goalBefore: String
@@ -312,11 +327,16 @@ structure InvokedTactic where
 structure CompilationUnit where
   -- String boundaries of compilation units
   boundary: (Nat × Nat)
+  messages: Array String := #[]
   -- Tactic invocations
   invocations?: Option (List InvokedTactic) := .none
   goalStateId?: Option Nat := .none
-  goals: Array Goal := #[]
-  messages: Array String := #[]
+  goals?: Option (Array Goal) := .none
+  -- Code segments which generated the goals
+  goalSrcBoundaries?: Option (Array (Nat × Nat)) := .none
+
+  -- New constants defined in compilation unit
+  newConstants?: Option (Array String) := .none
   deriving Lean.ToJson
 structure FrontendProcessResult where
   units: List CompilationUnit
diff --git a/Pantograph/Serial.lean b/Pantograph/Serial.lean
index 2f04bdb..bd01169 100644
--- a/Pantograph/Serial.lean
+++ b/Pantograph/Serial.lean
@@ -2,6 +2,7 @@ import Lean.Environment
 import Lean.Replay
 import Init.System.IOError
 import Std.Data.HashMap
+import Pantograph.Goal
 
 /-!
 Input/Output functions
@@ -55,7 +56,7 @@ and when unpickling, we build a fresh `Environment` from the imports,
 and then add the new constants.
 -/
 @[export pantograph_env_pickle_m]
-def env_pickle (env : Environment) (path : System.FilePath) : IO Unit :=
+def environmentPickle (env : Environment) (path : System.FilePath) : IO Unit :=
   Pantograph.pickle path (env.header.imports, env.constants.map₂)
 
 /--
@@ -65,9 +66,97 @@ We construct a fresh `Environment` with the relevant imports,
 and then replace the new constants.
 -/
 @[export pantograph_env_unpickle_m]
-def env_unpickle (path : System.FilePath) : IO (Environment × CompactedRegion) := unsafe do
+def environmentUnpickle (path : System.FilePath) : IO (Environment × CompactedRegion) := unsafe do
   let ((imports, map₂), region) ← Pantograph.unpickle (Array Import × PHashMap Name ConstantInfo) path
   let env ← importModules imports {} 0
   return (← env.replay (Std.HashMap.ofList map₂.toList), region)
 
+
+open Lean.Core in
+structure CompactCoreState where
+  -- env             : Environment
+  nextMacroScope  : MacroScope     := firstFrontendMacroScope + 1
+  ngen            : NameGenerator  := {}
+  -- traceState      : TraceState     := {}
+  -- cache           : Cache     := {}
+  -- messages        : MessageLog     := {}
+  -- infoState       : Elab.InfoState := {}
+
+@[export pantograph_goal_state_pickle_m]
+def goalStatePickle (goalState : GoalState) (path : System.FilePath) : IO Unit :=
+  let {
+    savedState := {
+      term := {
+        meta := {
+          core,
+          meta,
+        }
+        «elab»,
+      },
+      tactic
+    }
+    root,
+    parentMVar?,
+    convMVar?,
+    calcPrevRhs?,
+  } := goalState
+  --let env := core.env
+  Pantograph.pickle path (
+    ({ core with } : CompactCoreState),
+    meta,
+    «elab»,
+    tactic,
+
+    root,
+    parentMVar?,
+    convMVar?,
+    calcPrevRhs?,
+  )
+
+@[export pantograph_goal_state_unpickle_m]
+def goalStateUnpickle (path : System.FilePath) (env : Environment)
+    : IO (GoalState × CompactedRegion) := unsafe do
+  let ((
+    compactCore,
+    meta,
+    «elab»,
+    tactic,
+
+    root,
+    parentMVar?,
+    convMVar?,
+    calcPrevRhs?,
+  ), region) ← Pantograph.unpickle (
+    CompactCoreState ×
+    Meta.State ×
+    Elab.Term.State ×
+    Elab.Tactic.State ×
+
+    MVarId ×
+    Option MVarId ×
+    Option (MVarId × MVarId × List MVarId) ×
+    Option (MVarId × Expr)
+  ) path
+  let goalState := {
+    savedState := {
+      term := {
+        meta := {
+          core := {
+            compactCore with
+            passedHeartbeats := 0,
+            env,
+          },
+          meta,
+        },
+        «elab»,
+      },
+      tactic,
+    },
+    root,
+    parentMVar?,
+    convMVar?,
+    calcPrevRhs?,
+  }
+  return (goalState, region)
+
 end Pantograph
diff --git a/Pantograph/Version.lean b/Pantograph/Version.lean
index 2decbc1..81dceee 100644
--- a/Pantograph/Version.lean
+++ b/Pantograph/Version.lean
@@ -1,6 +1,6 @@
 namespace Pantograph
 
 @[export pantograph_version]
-def version := "0.2.19"
+def version := "0.2.22"
 
 end Pantograph
diff --git a/README.md b/README.md
index bfd391b..02de68c 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@ A Machine-to-Machine interaction system for Lean 4.
 Pantograph provides interfaces to execute proofs, construct expressions, and
 examine the symbol list of a Lean project for machine learning.
 
-See [documentations](doc/) for design rationale and references.
+See [documentations](doc/rationale.md) for design rationale and references.
 
 ## Installation
 
@@ -69,62 +69,7 @@ stat
 ```
 where the application of `assumption` should lead to a failure.
 
-### Commands
-
-See `Pantograph/Protocol.lean` for a description of the parameters and return values in JSON.
-* `reset`: Delete all cached expressions and proof trees
-* `stat`: Display resource usage
-* `expr.echo {"expr": <expr>, "type": <optional expected type>, ["levels": [<levels>]]}`: Determine the
-  type of an expression and format it.
-* `env.catalog`: Display a list of all safe Lean symbols in the current environment
-* `env.inspect {"name": <name>, "value": <bool>}`: Show the type and package of a
-  given symbol; If value flag is set, the value is printed or hidden. By default
-  only the values of definitions are printed.
-* `options.set { key: value, ... }`: Set one or more options (not Lean options; those
-  have to be set via command line arguments.), for options, see `Pantograph/Protocol.lean`
-
-  One particular option for interest for machine learning researchers is the
-  automatic mode (flag: `"automaticMode"`).  By default it is turned on, with
-  all goals automatically resuming. This makes Pantograph act like a gym,
-  with no resumption necessary to manage your goals.
-* `options.print`: Display the current set of options
-* `goal.start {["name": <name>], ["expr": <expr>], ["levels": [<levels>]], ["copyFrom": <symbol>]}`:
-  Start a new proof from a given expression or symbol
-* `goal.tactic {"stateId": <id>, "goalId": <id>, ...}`: Execute a tactic string on a
-  given goal. The tactic is supplied as additional key-value pairs in one of the following formats:
-  - `{ "tactic": <tactic> }`: Execute an ordinary tactic
-  - `{ "expr": <expr> }`: Assign the given proof term to the current goal
-  - `{ "have": <expr>, "binderName": <name> }`: Execute `have` and creates a branch goal
-  - `{ "calc": <expr> }`: Execute one step of a `calc` tactic. Each step must
-    be of the form `lhs op rhs`. An `lhs` of `_` indicates that it should be set
-    to the previous `rhs`.
-  - `{ "conv": <bool> }`: Enter or exit conversion tactic mode. In the case of
-    exit, the goal id is ignored.
-* `goal.continue {"stateId": <id>, ["branch": <id>], ["goals": <names>]}`:
-  Execute continuation/resumption
-  - `{ "branch": <id> }`: Continue on branch state. The current state must have no goals.
-  - `{ "goals": <names> }`: Resume the given goals
-* `goal.remove {"stateIds": [<id>]}"`: Drop the goal states specified in the list
-* `goal.print {"stateId": <id>}"`: Print a goal state
-* `frontend.process { ["fileName": <fileName>",] ["file": <str>], invocations:
-  <bool>, sorrys: <bool> }`: Executes the Lean frontend on a file, collecting
-  either the tactic invocations (`"invocations": true`) or the sorrys into goal
-  states (`"sorrys": true`)
-
-### Errors
-
-When an error pertaining to the execution of a command happens, the returning JSON structure is
-
-``` json
-{ "error": "type", "desc": "description" }
-```
-Common error forms:
-* `command`: Indicates malformed command structure which results from either
-  invalid command or a malformed JSON structure that cannot be fed to an
-  individual command.
-* `index`: Indicates an invariant maintained by the output of one command and
-  input of another is broken. For example, attempting to query a symbol not
-  existing in the library or indexing into a non-existent proof state.
+For a list of commands, see [REPL Documentation](doc/repl.md).
 
 ### Project Environment
 
@@ -135,7 +80,7 @@ the environment might be setup like this:
 
 ``` sh
 LIB="../lib"
-LIB_MATHLIB="$LIB/mathlib4/lake-packages"
+LIB_MATHLIB="$LIB/mathlib4/.lake"
 export LEAN_PATH="$LIB/mathlib4/build/lib:$LIB_MATHLIB/aesop/build/lib:$LIB_MATHLIB/Qq/build/lib:$LIB_MATHLIB/std/build/lib"
 
 LEAN_PATH=$LEAN_PATH build/bin/pantograph $@
diff --git a/Repl.lean b/Repl.lean
index e162f05..2060061 100644
--- a/Repl.lean
+++ b/Repl.lean
@@ -15,6 +15,16 @@ structure State where
 /-- Main state monad for executing commands -/
 abbrev MainM := ReaderT Context (StateT State Lean.CoreM)
 
+def newGoalState (goalState: GoalState) : MainM Nat := do
+  let state ← get
+  let stateId := state.nextId
+  set { state with
+    goalStates := state.goalStates.insert stateId goalState,
+    nextId := state.nextId + 1
+  }
+  return stateId
+
+
 -- HACK: For some reason writing `CommandM α := MainM (Except ... α)` disables
 -- certain monadic features in `MainM`
 abbrev CR α := Except Protocol.InteractionError α
@@ -50,6 +60,8 @@ def execute (command: Protocol.Command): MainM Lean.Json := do
     | "goal.continue" => run goal_continue
     | "goal.delete"   => run goal_delete
     | "goal.print"    => run goal_print
+    | "goal.save"     => run goal_save
+    | "goal.load"     => run goal_load
     | "frontend.process"  => run frontend_process
     | cmd =>
       let error: Protocol.InteractionError :=
@@ -62,19 +74,12 @@ def execute (command: Protocol.Command): MainM Lean.Json := do
   errorCommand := errorI "command"
   errorIndex := errorI "index"
   errorIO := errorI "io"
-  newGoalState (goalState: GoalState) : MainM Nat := do
-    let state ← get
-    let stateId := state.nextId
-    set { state with
-      goalStates := state.goalStates.insert stateId goalState,
-      nextId := state.nextId + 1
-    }
-    return stateId
   -- Command Functions
   reset (_: Protocol.Reset): MainM (CR Protocol.StatResult) := do
     let state ← get
     let nGoals := state.goalStates.size
     set { state with nextId := 0, goalStates := .empty }
+    Lean.Core.resetMessageLog
     return .ok { nGoals }
   stat (_: Protocol.Stat): MainM (CR Protocol.StatResult) := do
     let state ← get
@@ -90,10 +95,10 @@ def execute (command: Protocol.Command): MainM Lean.Json := do
     Environment.addDecl args
   env_save (args: Protocol.EnvSaveLoad): MainM (CR Protocol.EnvSaveLoadResult) := do
     let env ← Lean.MonadEnv.getEnv
-    env_pickle env args.path
+    environmentPickle env args.path
     return .ok {}
   env_load (args: Protocol.EnvSaveLoad): MainM (CR Protocol.EnvSaveLoadResult) := do
-    let (env, _) ← env_unpickle args.path
+    let (env, _) ← environmentUnpickle args.path
     Lean.setEnv env
     return .ok {}
   expr_echo (args: Protocol.ExprEcho): MainM (CR Protocol.ExprEchoResult) := do
@@ -203,11 +208,7 @@ def execute (command: Protocol.Command): MainM Lean.Json := do
     match nextState? with
     | .error error => return .error <| errorI "structure" error
     | .ok nextGoalState =>
-      let nextStateId := state.nextId
-      set { state with
-        goalStates := state.goalStates.insert nextStateId nextGoalState,
-        nextId := state.nextId + 1
-      }
+      let nextStateId ← newGoalState nextGoalState
       let goals ← goalSerialize nextGoalState (options := state.options)
       return .ok {
         nextStateId,
@@ -224,6 +225,16 @@ def execute (command: Protocol.Command): MainM Lean.Json := do
       return .error $ errorIndex s!"Invalid state index {args.stateId}"
     let result ← runMetaInMainM <| goalPrint goalState state.options
     return .ok result
+  goal_save (args: Protocol.GoalSave): MainM (CR Protocol.GoalSaveResult) := do
+    let state ← get
+    let .some goalState := state.goalStates[args.id]? |
+      return .error $ errorIndex s!"Invalid state index {args.id}"
+    goalStatePickle goalState args.path
+    return .ok {}
+  goal_load (args: Protocol.GoalLoad): MainM (CR Protocol.GoalLoadResult) := do
+    let (goalState, _) ← goalStateUnpickle args.path (← Lean.MonadEnv.getEnv)
+    let id ← newGoalState goalState
+    return .ok { id }
   frontend_process (args: Protocol.FrontendProcess): MainM (CR Protocol.FrontendProcessResult) := do
     let options := (← get).options
     try
@@ -247,27 +258,38 @@ def execute (command: Protocol.Command): MainM Lean.Json := do
             pure $ .some invocations
           else
             pure .none
-        let sorrys := if args.sorrys then
+        let sorrys ← if args.sorrys then
             Frontend.collectSorrys step
           else
-            []
+            pure []
         let messages ← step.messageStrings
-        return (step.before, boundary, invocations?, sorrys, messages)
+        let newConstants ← if args.newConstants then
+            Frontend.collectNewDefinedConstants step
+          else
+            pure []
+        return (step.before, boundary, invocations?, sorrys, messages, newConstants)
       let li ← frontendM.run context |>.run' state
-      let units ← li.mapM λ (env, boundary, invocations?, sorrys, messages) => Lean.withEnv env do
-        let (goalStateId?, goals) ← if sorrys.isEmpty then do
-            pure (.none, #[])
+      let units ← li.mapM λ (env, boundary, invocations?, sorrys, messages, newConstants) => Lean.withEnv env do
+        let newConstants? := if args.newConstants then
+            .some $ newConstants.toArray.map λ name => name.toString
+          else
+            .none
+        let (goalStateId?, goals?, goalSrcBoundaries?) ← if sorrys.isEmpty then do
+            pure (.none, .none, .none)
           else do
-            let goalState ← runMetaInMainM $ Frontend.sorrysToGoalState sorrys
-            let stateId ← newGoalState goalState
-            let goals ← goalSerialize goalState options
-            pure (.some stateId, goals)
+            let { state, srcBoundaries } ← runMetaInMainM $ Frontend.sorrysToGoalState sorrys
+            let stateId ← newGoalState state
+            let goals ← goalSerialize state options
+            let srcBoundaries := srcBoundaries.toArray.map (λ (b, e) => (b.byteIdx, e.byteIdx))
+            pure (.some stateId, .some goals, .some srcBoundaries)
         return {
           boundary,
+          messages,
           invocations?,
           goalStateId?,
-          goals,
-          messages,
+          goals?,
+          goalSrcBoundaries?,
+          newConstants?,
         }
       return .ok { units }
     catch e =>
diff --git a/Test/Common.lean b/Test/Common.lean
index 3998293..53adaa0 100644
--- a/Test/Common.lean
+++ b/Test/Common.lean
@@ -95,19 +95,19 @@ def runTermElabMSeq (env: Environment) (termElabM: Elab.TermElabM LSpec.TestSeq)
 
 def exprToStr (e: Expr): Lean.MetaM String := toString <$> Meta.ppExpr e
 
-def strToTermSyntax [Monad m] [MonadEnv m] (s: String): m Syntax := do
+def strToTermSyntax (s: String): CoreM Syntax := do
   let .ok stx := Parser.runParserCategory
     (env := ← MonadEnv.getEnv)
     (catName := `term)
     (input := s)
-    (fileName := filename) | panic! s!"Failed to parse {s}"
+    (fileName := ← getFileName) | panic! s!"Failed to parse {s}"
   return stx
 def parseSentence (s: String): Elab.TermElabM Expr := do
   let stx ← match Parser.runParserCategory
     (env := ← MonadEnv.getEnv)
     (catName := `term)
     (input := s)
-    (fileName := filename) with
+    (fileName := ← getFileName) with
     | .ok syn => pure syn
     | .error error => throwError "Failed to parse: {error}"
   Elab.Term.elabTerm (stx := stx) .none
@@ -123,13 +123,28 @@ def mvarUserNameAndType (mvarId: MVarId): MetaM (Name × String) := do
 
 -- Monadic testing
 
-abbrev TestT := StateT LSpec.TestSeq
+abbrev TestT := StateRefT' IO.RealWorld LSpec.TestSeq
 
-def addTest [Monad m] (test: LSpec.TestSeq): TestT m Unit := do
+section Monadic
+
+variable [Monad m] [MonadLiftT (ST IO.RealWorld) m]
+
+def addTest (test: LSpec.TestSeq) : TestT m Unit := do
   set $ (← get) ++ test
 
-def runTest [Monad m] (t: TestT m Unit): m LSpec.TestSeq :=
+def checkEq [DecidableEq α] [Repr α] (desc : String) (lhs rhs : α) : TestT m Unit := do
+  addTest $ LSpec.check desc (lhs = rhs)
+def checkTrue (desc : String) (flag : Bool) : TestT m Unit := do
+  addTest $ LSpec.check desc flag
+def fail (desc : String) : TestT m Unit := do
+  addTest $ LSpec.check desc false
+
+def runTest (t: TestT m Unit): m LSpec.TestSeq :=
   Prod.snd <$> t.run LSpec.TestSeq.done
+def runTestWithResult { α } (t: TestT m α): m (α × LSpec.TestSeq) :=
+  t.run LSpec.TestSeq.done
+
+end Monadic
 
 def runTestTermElabM (env: Environment) (t: TestT Elab.TermElabM Unit):
   IO LSpec.TestSeq :=
diff --git a/Test/Delate.lean b/Test/Delate.lean
index 227ab24..d918dc8 100644
--- a/Test/Delate.lean
+++ b/Test/Delate.lean
@@ -32,7 +32,7 @@ def test_expr_to_binder (env: Environment): IO LSpec.TestSeq := do
 def test_sexp_of_symbol (env: Environment): IO LSpec.TestSeq := do
   let entries: List (String × String) := [
     -- This one contains unhygienic variable names which must be suppressed
-    ("Nat.add", "(:forall _ (:c Nat) (:forall _ (:c Nat) (:c Nat)))"),
+    ("Nat.add", "(:forall a (:c Nat) (:forall a (:c Nat) (:c Nat)))"),
     -- These ones are normal and easy
     ("Nat.add_one", "(:forall n (:c Nat) ((:c Eq) (:c Nat) ((:c HAdd.hAdd) (:c Nat) (:c Nat) (:c Nat) ((:c instHAdd) (:c Nat) (:c instAddNat)) 0 ((:c OfNat.ofNat) (:c Nat) (:lit 1) ((:c instOfNatNat) (:lit 1)))) ((:c Nat.succ) 0)))"),
     ("Nat.le_of_succ_le", "(:forall n (:c Nat) (:forall m (:c Nat) (:forall h ((:c LE.le) (:c Nat) (:c instLENat) ((:c Nat.succ) 1) 0) ((:c LE.le) (:c Nat) (:c instLENat) 2 1)) :implicit) :implicit)"),
diff --git a/Test/Frontend.lean b/Test/Frontend.lean
index 015cfa8..a3b73ae 100644
--- a/Test/Frontend.lean
+++ b/Test/Frontend.lean
@@ -10,13 +10,13 @@ def collectSorrysFromSource (source: String) : MetaM (List GoalState) := do
   let filename := "<anonymous>"
   let (context, state) ← do Frontend.createContextStateFromFile source filename (← getEnv) {}
   let m := Frontend.mapCompilationSteps λ step => do
-    return (step.before, Frontend.collectSorrys step)
+    return (step.before, ← Frontend.collectSorrys step)
   let li ← m.run context |>.run' state
   let goalStates ← li.filterMapM λ (env, sorrys) => withEnv env do
     if sorrys.isEmpty then
       return .none
-    let goalState ← Frontend.sorrysToGoalState sorrys
-    return .some goalState
+    let { state, .. } ← Frontend.sorrysToGoalState sorrys
+    return .some state
   return goalStates
 
 def test_multiple_sorrys_in_proof : TestT MetaM Unit := do
@@ -177,6 +177,47 @@ example (n: Nat) : mystery n + 1 = n + 2 := sorry
     }
   ])
 
+def test_capture_type_mismatch : TestT MetaM Unit := do
+  let input := "
+def mystery (k: Nat) : Nat := true
+  "
+  let goalStates ← (collectSorrysFromSource input).run' {}
+  let [goalState] := goalStates | panic! s!"Incorrect number of states: {goalStates.length}"
+  checkEq "goals" ((← goalState.serializeGoals (options := {})).map (·.devolatilize)) #[
+    {
+      target := { pp? := "Nat" },
+      vars := #[{
+         userName := "k",
+         type? := .some { pp? := "Nat" },
+      }],
+    }
+  ]
+
+def collectNewConstants (source: String) : MetaM (List (List Name)) := do
+  let filename := "<anonymous>"
+  let (context, state) ← do Frontend.createContextStateFromFile source filename (← getEnv) {}
+  let m := Frontend.mapCompilationSteps λ step => do
+    Frontend.collectNewDefinedConstants step
+  m.run context |>.run' state
+
+def test_collect_one_constant : TestT MetaM Unit := do
+  let input := "
+def mystery : Nat := 123
+  "
+  let names ← collectNewConstants input
+  checkEq "constants" names [[`mystery]]
+def test_collect_one_theorem : TestT MetaM Unit := do
+  let input := "
+theorem mystery [SizeOf α] (as : List α) (i : Fin as.length) : sizeOf (as.get i) < sizeOf as := by
+  match as, i with
+  | a::as, ⟨0, _⟩  => simp_arith [get]
+  | a::as, ⟨i+1, h⟩ =>
+    have ih := sizeOf_get as ⟨i, Nat.le_of_succ_le_succ h⟩
+    apply Nat.lt_trans ih
+    simp_arith
+  "
+  let names ← collectNewConstants input
+  checkEq "constants" names [[`mystery]]
 
 def suite (env : Environment): List (String × IO LSpec.TestSeq) :=
   let tests := [
@@ -185,6 +226,9 @@ def suite (env : Environment): List (String × IO LSpec.TestSeq) :=
     ("sorry_in_induction", test_sorry_in_induction),
     ("sorry_in_coupled", test_sorry_in_coupled),
     ("environment_capture", test_environment_capture),
+    ("capture_type_mismatch", test_capture_type_mismatch),
+    ("collect_one_constant", test_collect_one_constant),
+    ("collect_one_theorem", test_collect_one_theorem),
   ]
   tests.map (fun (name, test) => (name, runMetaMSeq env $ runTest test))
 
diff --git a/Test/Integration.lean b/Test/Integration.lean
index 9fb86b7..3e9bed2 100644
--- a/Test/Integration.lean
+++ b/Test/Integration.lean
@@ -174,6 +174,7 @@ def test_frontend_process : Test :=
         ("file", .str file),
         ("invocations", .bool true),
         ("sorrys", .bool false),
+        ("newConstants", .bool false),
       ]
      ({
        units := [{
@@ -214,6 +215,7 @@ def test_frontend_process_sorry : Test :=
         ("file", .str file),
         ("invocations", .bool false),
         ("sorrys", .bool true),
+        ("newConstants", .bool false),
       ]
      ({
        units := [{
@@ -221,7 +223,8 @@ def test_frontend_process_sorry : Test :=
        }, {
          boundary := (solved.utf8ByteSize, solved.utf8ByteSize + withSorry.utf8ByteSize),
          goalStateId? := .some 0,
-         goals := #[goal1],
+         goals? := .some #[goal1],
+         goalSrcBoundaries? := .some #[(57, 62)],
          messages := #["<anonymous>:2:0: warning: declaration uses 'sorry'\n"],
        }],
     }: Protocol.FrontendProcessResult),
diff --git a/Test/Library.lean b/Test/Library.lean
index d995374..df1ba4d 100644
--- a/Test/Library.lean
+++ b/Test/Library.lean
@@ -24,7 +24,7 @@ def test_expr_echo (env: Environment): IO LSpec.TestSeq := do
       },
       expr := {
         pp? := "⟨∀ (x : Prop), x → x, fun x h => h⟩",
-        sexp? := "((:c PSigma.mk) (:sort 0) (:lambda p (:sort 0) 0) (:forall x (:sort 0) (:forall _ 0 1)) (:lambda x (:sort 0) (:lambda h 0 0)))",
+        sexp? := "((:c PSigma.mk) (:sort 0) (:lambda p (:sort 0) 0) (:forall x (:sort 0) (:forall a 0 1)) (:lambda x (:sort 0) (:lambda h 0 0)))",
       }
     }))
     return tests
diff --git a/Test/Main.lean b/Test/Main.lean
index 25bb0d9..6bf410e 100644
--- a/Test/Main.lean
+++ b/Test/Main.lean
@@ -1,11 +1,12 @@
 import LSpec
+import Test.Delate
 import Test.Environment
 import Test.Frontend
 import Test.Integration
 import Test.Library
 import Test.Metavar
 import Test.Proofs
-import Test.Delate
+import Test.Serial
 import Test.Tactic
 
 -- Test running infrastructure
@@ -51,6 +52,7 @@ def main (args: List String) := do
     ("Metavar", Metavar.suite env_default),
     ("Proofs", Proofs.suite env_default),
     ("Delate", Delate.suite env_default),
+    ("Serial", Serial.suite env_default),
     ("Tactic/Congruence", Tactic.Congruence.suite env_default),
     ("Tactic/Motivated Apply", Tactic.MotivatedApply.suite env_default),
     ("Tactic/No Confuse", Tactic.NoConfuse.suite env_default),
diff --git a/Test/Metavar.lean b/Test/Metavar.lean
index 506e963..c6fc4f0 100644
--- a/Test/Metavar.lean
+++ b/Test/Metavar.lean
@@ -8,10 +8,7 @@ namespace Pantograph.Test.Metavar
 open Pantograph
 open Lean
 
-abbrev TestM := StateRefT LSpec.TestSeq (ReaderT Protocol.Options Elab.TermElabM)
-
-def addTest (test: LSpec.TestSeq): TestM Unit := do
-  set $ (← get) ++ test
+abbrev TestM := TestT $ ReaderT Protocol.Options Elab.TermElabM
 
 -- Tests that all delay assigned mvars are instantiated
 def test_instantiate_mvar: TestM Unit := do
@@ -32,8 +29,6 @@ def test_instantiate_mvar: TestM Unit := do
     "((:c LE.le) (:c Nat) (:c instLENat) ((:c OfNat.ofNat) (:mv _uniq.2) (:lit 2) (:mv _uniq.3)) ((:c OfNat.ofNat) (:mv _uniq.14) (:lit 5) (:mv _uniq.15)))")
   return ()
 
-
-
 def startProof (expr: String): TestM (Option GoalState) := do
   let env ← Lean.MonadEnv.getEnv
   let syn? := parseTerm env expr
diff --git a/Test/Proofs.lean b/Test/Proofs.lean
index 8e3e2a2..a6b5487 100644
--- a/Test/Proofs.lean
+++ b/Test/Proofs.lean
@@ -14,10 +14,7 @@ inductive Start where
   | copy (name: String) -- Start from some name in the environment
   | expr (expr: String) -- Start from some expression
 
-abbrev TestM := StateRefT LSpec.TestSeq (ReaderT Protocol.Options Elab.TermElabM)
-
-def addTest (test: LSpec.TestSeq): TestM Unit := do
-  set $ (← get) ++ test
+abbrev TestM := TestT $ ReaderT Protocol.Options $ Elab.TermElabM
 
 def startProof (start: Start): TestM (Option GoalState) := do
   let env ← Lean.MonadEnv.getEnv
@@ -282,9 +279,9 @@ def test_or_comm: TestM Unit := do
     serializeExpressionSexp (← instantiateAll state2.parentExpr?.get!) (sanitize := false)
   let orPQ := s!"((:c Or) (:fv {fvP}) (:fv {fvQ}))"
   let orQP := s!"((:c Or) (:fv {fvQ}) (:fv {fvP}))"
-  let motive := s!"(:lambda t._@._hyg.26 {orPQ} (:forall h ((:c Eq) ((:c Or) (:fv {fvP}) (:fv {fvQ})) (:fv {fvH}) 0) {orQP}))"
-  let caseL := s!"(:lambda h._@._hyg.27 (:fv {fvP}) (:lambda h._@._hyg.28 ((:c Eq) {orPQ} (:fv {fvH}) ((:c Or.inl) (:fv {fvP}) (:fv {fvQ}) 0)) (:subst (:mv {caseL}) (:fv {fvP}) (:fv {fvQ}) 1)))"
-  let caseR := s!"(:lambda h._@._hyg.29 (:fv {fvQ}) (:lambda h._@._hyg.30 ((:c Eq) {orPQ} (:fv {fvH}) ((:c Or.inr) (:fv {fvP}) (:fv {fvQ}) 0)) (:subst (:mv {caseR}) (:fv {fvP}) (:fv {fvQ}) 1)))"
+  let motive := s!"(:lambda t {orPQ} (:forall h ((:c Eq) ((:c Or) (:fv {fvP}) (:fv {fvQ})) (:fv {fvH}) 0) {orQP}))"
+  let caseL := s!"(:lambda h (:fv {fvP}) (:lambda h ((:c Eq) {orPQ} (:fv {fvH}) ((:c Or.inl) (:fv {fvP}) (:fv {fvQ}) 0)) (:subst (:mv {caseL}) (:fv {fvP}) (:fv {fvQ}) 1)))"
+  let caseR := s!"(:lambda h (:fv {fvQ}) (:lambda h ((:c Eq) {orPQ} (:fv {fvH}) ((:c Or.inr) (:fv {fvP}) (:fv {fvQ}) 0)) (:subst (:mv {caseR}) (:fv {fvP}) (:fv {fvQ}) 1)))"
   let conduit := s!"((:c Eq.refl) {orPQ} (:fv {fvH}))"
   addTest $ LSpec.test "(2 parent)" (state2parent ==
     s!"((:c Or.casesOn) (:fv {fvP}) (:fv {fvQ}) {motive} (:fv {fvH}) {caseL} {caseR} {conduit})")
@@ -704,6 +701,56 @@ def test_nat_zero_add_alt: TestM Unit := do
       }
     ])
 
+def test_tactic_failure_unresolved_goals : TestM Unit := do
+  let state? ← startProof (.expr "∀ (p : Nat → Prop), ∃ (x : Nat), p (0 + x + 0)")
+  let state0 ← match state? with
+    | .some state => pure state
+    | .none => do
+      addTest $ assertUnreachable "Goal could not parse"
+      return ()
+
+  let tactic := "intro p"
+  let state1 ← match ← state0.tacticOn 0 tactic with
+    | .success state => pure state
+    | other => do
+      addTest $ assertUnreachable $ other.toString
+      return ()
+
+  let tactic := "exact ⟨0, by simp⟩"
+  let .failure messages ← state1.tacticOn 0 tactic | addTest $ assertUnreachable s!"{tactic} should fail"
+  checkEq s!"{tactic} fails" messages #[s!"{← getFileName}:0:12: error: unsolved goals\np : Nat → Prop\n⊢ p 0\n"]
+
+
+def test_tactic_failure_synthesize_placeholder : TestM Unit := do
+  let state? ← startProof (.expr "∀ (p q r : Prop) (h : p → q), q ∧ r")
+  let state0 ← match state? with
+    | .some state => pure state
+    | .none => do
+      addTest $ assertUnreachable "Goal could not parse"
+      return ()
+
+  let tactic := "intro p q r h"
+  let state1 ← match ← state0.tacticOn 0 tactic with
+    | .success state => pure state
+    | other => do
+      addTest $ assertUnreachable $ other.toString
+      return ()
+
+  let tactic := "simpa [h] using And.imp_left h _"
+  let state2 ← match ← state1.tacticOn 0 tactic with
+    | .success state => pure state
+    | other => do
+      addTest $ assertUnreachable $ other.toString
+      return ()
+
+  checkEq tactic ((← state2.serializeGoals).map (·.devolatilize))  #[
+    buildGoal [("p", "Prop"), ("q", "Prop"), ("r", "Prop"), ("h", "p → q")] "p ∧ r"
+  ]
+
+  --let .failure messages ← state1.tacticOn 0 tactic | addTest $ assertUnreachable s!"{tactic} should fail"
+  --let message := s!"<Pantograph>:0:31: error: don't know how to synthesize placeholder\ncontext:\np q r : Prop\nh : p → q\n⊢ p ∧ r\n"
+  --checkEq s!"{tactic} fails" messages #[message]
+
 def suite (env: Environment): List (String × IO LSpec.TestSeq) :=
   let tests := [
     ("identity", test_identity),
@@ -716,6 +763,8 @@ def suite (env: Environment): List (String × IO LSpec.TestSeq) :=
     ("calc", test_calc),
     ("Nat.zero_add", test_nat_zero_add),
     ("Nat.zero_add alt", test_nat_zero_add_alt),
+    ("tactic failure with unresolved goals", test_tactic_failure_unresolved_goals),
+    ("tactic failure with synthesize placeholder", test_tactic_failure_synthesize_placeholder),
   ]
   tests.map (fun (name, test) => (name, proofRunner env test))
 
diff --git a/Test/Serial.lean b/Test/Serial.lean
new file mode 100644
index 0000000..fcdc155
--- /dev/null
+++ b/Test/Serial.lean
@@ -0,0 +1,109 @@
+import LSpec
+import Test.Common
+import Lean
+import Pantograph.Library
+
+open Lean
+
+namespace Pantograph.Test.Serial
+
+def tempPath : IO System.FilePath := do
+  Prod.snd <$> IO.FS.createTempFile
+
+structure MultiState where
+  coreContext : Core.Context
+  env: Environment
+
+abbrev TestM := TestT $ StateRefT MultiState $ IO
+
+instance : MonadEnv TestM where
+  getEnv      := return (← getThe MultiState).env
+  modifyEnv f := do modifyThe MultiState fun s => { s with env := f s.env }
+
+def runCoreM { α } (state : Core.State) (testCoreM : TestT CoreM α) : TestM (α × Core.State) := do
+  let multiState ← getThe MultiState
+  let coreM := runTestWithResult testCoreM
+  match ← (coreM.run multiState.coreContext state).toBaseIO with
+  | .error e => do
+    throw $ .userError $ ← e.toMessageData.toString
+  | .ok ((a, tests), state') => do
+    set $ (← getThe LSpec.TestSeq) ++ tests
+    return (a, state')
+
+def test_environment_pickling : TestM Unit := do
+  let coreSrc : Core.State := { env := ← getEnv }
+  let coreDst : Core.State := { env := ← getEnv }
+
+  let name := `mystery
+  let envPicklePath ← tempPath
+  let ((), _) ← runCoreM coreSrc do
+    let type: Expr := .forallE `p (.sort 0) (.forallE `h (.bvar 0) (.bvar 1) .default) .default
+    let value: Expr := .lam `p (.sort 0) (.lam `h (.bvar 0) (.bvar 0) .default) .default
+    let c := Lean.Declaration.defnDecl <| Lean.mkDefinitionValEx
+      (name := name)
+      (levelParams := [])
+      (type := type)
+      (value := value)
+      (hints := Lean.mkReducibilityHintsRegularEx 1)
+      (safety := Lean.DefinitionSafety.safe)
+      (all := [])
+    let env' ← match (← getEnv).addDecl (← getOptions) c with
+      | .error e => do
+        let error ← (e.toMessageData (← getOptions)).toString
+        throwError error
+      | .ok env' => pure env'
+    environmentPickle env' envPicklePath
+
+  let _ ← runCoreM coreDst do
+    let (env', _) ← environmentUnpickle envPicklePath
+    checkTrue s!"Has symbol {name}" (env'.find? name).isSome
+    let anotherName := `mystery2
+    checkTrue s!"Doesn't have symbol {anotherName}" (env'.find? anotherName).isNone
+
+  IO.FS.removeFile envPicklePath
+
+def test_goal_state_pickling_simple : TestM Unit := do
+  let coreSrc : Core.State := { env := ← getEnv }
+  let coreDst : Core.State := { env := ← getEnv }
+  let statePath ← tempPath
+
+  let type: Expr := .forallE `p (.sort 0) (.forallE `h (.bvar 0) (.bvar 1) .default) .default
+  let stateGenerate : MetaM GoalState := runTermElabMInMeta do
+    GoalState.create type
+
+  let ((), _) ← runCoreM coreSrc do
+    let state ← stateGenerate.run'
+    goalStatePickle state statePath
+
+  let ((), _) ← runCoreM coreDst do
+    let (goalState, _) ← goalStateUnpickle statePath (← getEnv)
+    let metaM : MetaM (List Expr) := do
+      goalState.goals.mapM λ goal => goalState.withContext goal goal.getType
+    let types ← metaM.run'
+    checkTrue "Goals" $ types[0]!.equal type
+
+  IO.FS.removeFile statePath
+
+structure Test where
+  name : String
+  routine: TestM Unit
+
+protected def Test.run (test: Test) (env: Lean.Environment) : IO LSpec.TestSeq := do
+  -- Create the state
+  let state : MultiState := {
+    coreContext := ← createCoreContext #[],
+    env,
+  }
+  match ← ((runTest $ test.routine).run' state).toBaseIO with
+  | .ok e => return e
+  | .error e =>
+    return LSpec.check s!"Emitted exception: {e.toString}" (e.toString == "")
+
+def suite (env : Lean.Environment): List (String × IO LSpec.TestSeq) :=
+  let tests: List Test := [
+    { name := "environment_pickling", routine := test_environment_pickling, },
+    { name := "goal_state_pickling_simple", routine := test_goal_state_pickling_simple, },
+  ]
+  tests.map (fun test => (test.name, test.run env))
+
+end Pantograph.Test.Serial
diff --git a/Test/Tactic/MotivatedApply.lean b/Test/Tactic/MotivatedApply.lean
index 4fb05e3..61d7d6c 100644
--- a/Test/Tactic/MotivatedApply.lean
+++ b/Test/Tactic/MotivatedApply.lean
@@ -28,7 +28,7 @@ def test_nat_brec_on : TestT Elab.TermElabM Unit := do
       (env := ← MonadEnv.getEnv)
       (catName := `term)
       (input := "@Nat.brecOn")
-      (fileName := filename) with
+      (fileName := ← getFileName) with
       | .ok syn => pure syn
       | .error error => throwError "Failed to parse: {error}"
     -- Apply the tactic
@@ -52,7 +52,7 @@ def test_list_brec_on : TestT Elab.TermElabM Unit := do
       (env := ← MonadEnv.getEnv)
       (catName := `term)
       (input := "@List.brecOn")
-      (fileName := filename) with
+      (fileName := ← getFileName) with
       | .ok syn => pure syn
       | .error error => throwError "Failed to parse: {error}"
     -- Apply the tactic
@@ -74,7 +74,7 @@ def test_partial_motive_instantiation : TestT Elab.TermElabM Unit := do
     (env := ← MonadEnv.getEnv)
     (catName := `term)
     (input := "@Nat.brecOn")
-    (fileName := filename) with
+    (fileName := ← getFileName) with
     | .ok syn => pure syn
     | .error error => throwError "Failed to parse: {error}"
   let expr ← parseSentence expr
diff --git a/Test/Tactic/NoConfuse.lean b/Test/Tactic/NoConfuse.lean
index ac277e2..93f0606 100644
--- a/Test/Tactic/NoConfuse.lean
+++ b/Test/Tactic/NoConfuse.lean
@@ -15,7 +15,7 @@ def test_nat : TestT Elab.TermElabM Unit := do
       (env := ← MonadEnv.getEnv)
       (catName := `term)
       (input := "h")
-      (fileName := filename) with
+      (fileName := ← getFileName) with
       | .ok syn => pure syn
       | .error error => throwError "Failed to parse: {error}"
     -- Apply the tactic
@@ -32,7 +32,7 @@ def test_nat_fail : TestT Elab.TermElabM Unit := do
       (env := ← MonadEnv.getEnv)
       (catName := `term)
       (input := "h")
-      (fileName := filename) with
+      (fileName := ← getFileName) with
       | .ok syn => pure syn
       | .error error => throwError "Failed to parse: {error}"
     -- Apply the tactic
@@ -52,7 +52,7 @@ def test_list : TestT Elab.TermElabM Unit := do
       (env := ← MonadEnv.getEnv)
       (catName := `term)
       (input := "h")
-      (fileName := filename) with
+      (fileName := ← getFileName) with
       | .ok syn => pure syn
       | .error error => throwError "Failed to parse: {error}"
     -- Apply the tactic
diff --git a/Test/Tactic/Prograde.lean b/Test/Tactic/Prograde.lean
index 132718a..b3347cb 100644
--- a/Test/Tactic/Prograde.lean
+++ b/Test/Tactic/Prograde.lean
@@ -15,7 +15,7 @@ def test_define : TestT Elab.TermElabM Unit := do
       (env := ← MonadEnv.getEnv)
       (catName := `term)
       (input := "Or.inl h")
-      (fileName := filename) with
+      (fileName := ← getFileName) with
       | .ok syn => pure syn
       | .error error => throwError "Failed to parse: {error}"
     -- Apply the tactic
diff --git a/doc/rationale.md b/doc/rationale.md
index 87c1606..4209474 100644
--- a/doc/rationale.md
+++ b/doc/rationale.md
@@ -24,6 +24,22 @@ The name Pantograph is a pun. It means two things
   a locomotive. In comparison the (relatively) simple Pantograph software powers
   theorem proving projects.
 
+## Caveats
+
+Pantograph does not exactly mimic Lean LSP's behaviour. That would not grant the
+flexibility it offers.  To support tree search means Pantograph has to act
+differently from Lean in some times, but never at the sacrifice of soundness.
+
+- When Lean LSP says "don't know how to synthesize placeholder", this indicates
+  the human operator needs to manually move the cursor to the placeholder and
+  type in the correct expression. This error therefore should not halt the proof
+  process, and the placeholder should be turned into a goal.
+- When Lean LSP says "unresolved goals", that means a proof cannot finish where
+  it is supposed to finish at the end of a `by` block. Pantograph will raise the
+  error in this case, since it indicates the termination of a proof search branch.
+- `pick_goal` or `swap` will not work since they run contrary to tree search
+  paradigms.
+
 ## References
 
 * [Pantograph Paper](https://arxiv.org/abs/2410.16429)
diff --git a/doc/repl.md b/doc/repl.md
new file mode 100644
index 0000000..d332986
--- /dev/null
+++ b/doc/repl.md
@@ -0,0 +1,66 @@
+# REPL
+
+## Commands
+
+See `Pantograph/Protocol.lean` for a description of the parameters and return values in JSON.
+* `reset`: Delete all cached expressions and proof trees
+* `stat`: Display resource usage
+* `expr.echo {"expr": <expr>, "type": <optional expected type>, ["levels": [<levels>]]}`: Determine the
+  type of an expression and format it.
+* `env.catalog`: Display a list of all safe Lean symbols in the current environment
+* `env.inspect {"name": <name>, "value": <bool>}`: Show the type and package of a
+  given symbol; If value flag is set, the value is printed or hidden. By default
+  only the values of definitions are printed.
+* `env.save { "path": <fileName> }`, `env.load { "path": <fileName> }`: Save/Load the
+  current environment to/from a file
+* `options.set { key: value, ... }`: Set one or more options (not Lean options; those
+  have to be set via command line arguments.), for options, see `Pantograph/Protocol.lean`
+
+  One particular option for interest for machine learning researchers is the
+  automatic mode (flag: `"automaticMode"`).  By default it is turned on, with
+  all goals automatically resuming. This makes Pantograph act like a gym,
+  with no resumption necessary to manage your goals.
+* `options.print`: Display the current set of options
+* `goal.start {["name": <name>], ["expr": <expr>], ["levels": [<levels>]], ["copyFrom": <symbol>]}`:
+  Start a new proof from a given expression or symbol
+* `goal.tactic {"stateId": <id>, "goalId": <id>, ...}`: Execute a tactic string on a
+  given goal. The tactic is supplied as additional key-value pairs in one of the following formats:
+  - `{ "tactic": <tactic> }`: Execute an ordinary tactic
+  - `{ "expr": <expr> }`: Assign the given proof term to the current goal
+  - `{ "have": <expr>, "binderName": <name> }`: Execute `have` and creates a branch goal
+  - `{ "calc": <expr> }`: Execute one step of a `calc` tactic. Each step must
+    be of the form `lhs op rhs`. An `lhs` of `_` indicates that it should be set
+    to the previous `rhs`.
+  - `{ "conv": <bool> }`: Enter or exit conversion tactic mode. In the case of
+    exit, the goal id is ignored.
+* `goal.continue {"stateId": <id>, ["branch": <id>], ["goals": <names>]}`:
+  Execute continuation/resumption
+  - `{ "branch": <id> }`: Continue on branch state. The current state must have no goals.
+  - `{ "goals": <names> }`: Resume the given goals
+* `goal.remove {"stateIds": [<id>]}"`: Drop the goal states specified in the list
+* `goal.print {"stateId": <id>}"`: Print a goal state
+* `goal.save { "id": <id>, "path": <fileName> }`, `goal.load { "path": <fileName> }`:
+  Save/Load a goal state to/from a file. The environment is not carried with the
+  state. The user is responsible to ensure the sender/receiver instances share
+  the same environment.
+* `frontend.process { ["fileName": <fileName>,] ["file": <str>], invocations:
+  <bool>, sorrys: <bool>, newConstants: <bool> }`: Executes the Lean frontend on
+  a file, collecting the tactic invocations (`"invocations": true`), the
+  sorrys and type errors into goal states (`"sorrys": true`), and new constants
+  (`"newConstants": true`). In the case of `sorrys`, this command additionally
+  outputs the position of each captured `sorry`.
+
+## Errors
+
+When an error pertaining to the execution of a command happens, the returning JSON structure is
+
+``` json
+{ "error": "type", "desc": "description" }
+```
+Common error forms:
+* `command`: Indicates malformed command structure which results from either
+  invalid command or a malformed JSON structure that cannot be fed to an
+  individual command.
+* `index`: Indicates an invariant maintained by the output of one command and
+  input of another is broken. For example, attempting to query a symbol not
+  existing in the library or indexing into a non-existent proof state.
diff --git a/flake.nix b/flake.nix
index 91901d8..f49a331 100644
--- a/flake.nix
+++ b/flake.nix
@@ -22,6 +22,8 @@
     flake = {
     };
     systems = [
+      "aarch64-linux"
+      "aarch64-darwin"
       "x86_64-linux"
       "x86_64-darwin"
     ];