diff --git a/src/Javis.jl b/src/Javis.jl
index c14e4b0e9..ed2f74594 100644
--- a/src/Javis.jl
+++ b/src/Javis.jl
@@ -225,14 +225,16 @@ function render(
     dev_mode = get(CURRENT_VIDEO[1].defs, :dev_mode, false)
     if dev_mode
         last_frames = get(CURRENT_VIDEO[1].defs, :last_frames, frames)
-        tempdirectory = ".dev"
     end
 
     @showprogress 1 "Rendering frames..." for frame in frames
-        if compute_frames == :latest && frame in last_frames
-            frame_image = Images.load("$(tempdirectory)/$(lpad(filecounter, 10, "0")).png")
+        if compute_frames == :latest && size(last_frames)[1] != 0
+            frame_image = CURRENT_VIDEO[1].frame_images[frame]
         else
             frame_image = convert.(RGB, get_javis_frame(video, objects, frame))
+            if dev_mode
+                CURRENT_VIDEO[1].frame_images[frame] = frame_image
+            end
             if !isempty(tempdirectory)
                 Images.save(
                     "$(tempdirectory)/$(lpad(filecounter, 10, "0")).png",
diff --git a/src/structs/Object.jl b/src/structs/Object.jl
index 3c0014b73..51eb7026a 100644
--- a/src/structs/Object.jl
+++ b/src/structs/Object.jl
@@ -130,13 +130,13 @@ Here the scaling is applied to the rectangle for the first fifty frames.
    - `action::Vector{<:AbstractAction}` - the actions applied to the objects
 """
 function act!(object::AbstractObject, action::AbstractAction)
-    update_lastframes(action.frames)
+    update_lastframes(action.frames.frames)
     push!(object.actions, copy(action))
 end
 
 function act!(object::AbstractObject, actions::Vector{<:AbstractAction})
     for action in actions
-        update_lastframes(action.frames)
+        update_lastframes(action.frames.frames)
         act!(object, action)
     end
 end
diff --git a/src/structs/Video.jl b/src/structs/Video.jl
index 262c6db08..749140db6 100644
--- a/src/structs/Video.jl
+++ b/src/structs/Video.jl
@@ -16,6 +16,7 @@ mutable struct Video
     objects::Vector{AbstractObject}
     background_frames::Vector{Int}
     defs::Dict{Symbol,Any}
+    frame_images::Dict{Int, Any}
 end
 
 """
@@ -45,6 +46,7 @@ function Video(width, height; dev_mode = false)
         AbstractObject[],
         Int[],
         Dict{Symbol,Any}(:dev_mode => dev_mode),
+        Dict{Int, Any}()
     )
     if isempty(CURRENT_VIDEO)
         push!(CURRENT_VIDEO, video)
@@ -70,8 +72,12 @@ function update_lastframes(frames::Any)
             frames = Vector{Int}(frames)
         end
         if get(CURRENT_VIDEO[1].defs, :dev_mode, false)
+            last_frames = get(CURRENT_VIDEO[1].defs, :last_frames, Vector{Int}())
             CURRENT_VIDEO[1].defs[:last_frames] =
-                setdiff(get(CURRENT_VIDEO[1].defs, :last_frames, Vector{Int}()), frames)
+                setdiff(last_frames, frames)
+            for frame in frames
+                delete!(CURRENT_VIDEO[1].frame_images, frame)
+            end
         end
     catch e
         @warn "Argument `frames` with type $(typeof(frames)) passed to `update_lastframes` must have integer vector like type hence ignoring update."