diff --git a/src/compute.jl b/src/compute.jl
index f31be828d..d7a547dc9 100644
--- a/src/compute.jl
+++ b/src/compute.jl
@@ -25,11 +25,21 @@ runs the scheduler with the specified options. Returns a Chunk which references
 the result.
 """
 function compute(ctx::Context, d::Thunk; options=nothing)
-    if !(:scheduler in keys(PLUGINS))
-        PLUGINS[:scheduler] = get_type(PLUGIN_CONFIGS[:scheduler])
+    scheduler = get!(PLUGINS, :scheduler) do
+        get_type(PLUGIN_CONFIGS[:scheduler])
     end
-    scheduler = PLUGINS[:scheduler]
-    (scheduler).compute_dag(ctx, d; options=options)
+    res = scheduler.compute_dag(ctx, d; options=options)
+    if ctx.log_file !== nothing
+        if ctx.log_sink !== LocalEventLog
+            logs = get_logs!(ctx.log_sink)
+            open(ctx.log_file, "w") do io
+                Dagger.show_plan(io, logs, d)
+            end
+        else
+            @warn "Context log_sink not set to LocalEventLog, skipping"
+        end
+    end
+    res
 end
 
 function debug_compute(ctx::Context, args...; profile=false, options=nothing)
diff --git a/src/processor.jl b/src/processor.jl
index eda92570b..3a581cc6b 100644
--- a/src/processor.jl
+++ b/src/processor.jl
@@ -235,10 +235,11 @@ default_enabled(proc::ThreadProc) = true
 "A context represents a set of processors to use for an operation."
 mutable struct Context
     procs::Vector{Processor}
+    proc_lock::ReentrantLock
     log_sink::Any
+    log_file::Union{String,Nothing}
     profile::Bool
     options
-    proc_lock::ReentrantLock
 end
 
 """
@@ -253,16 +254,19 @@ number of threads.
 It is also possible to create a Context from a vector of [`OSProc`](@ref),
 or equivalently the underlying process ids can also be passed directly
 as a `Vector{Int}`.
+
+Special fields include:
+- 'log_sink': A log sink object to use, if any.
+- `log_file::Union{String,Nothing}`: Path to logfile. If specified, at
+scheduler termination logs will be collected, combined with input thunks, and
+written out in DOT format to this location.
+- `profile::Bool`: Whether or not to perform profiling with Profile stdlib.
 """
-function Context(xs)
-    Context(xs, NoOpLog(), false, nothing) # By default don't log events
-end
-Context(xs, log_sink, profile, options) = Context(xs, log_sink, profile, options, ReentrantLock())
+Context(procs::Vector{P}=Processor[OSProc(w) for w in workers()];
+        proc_lock=ReentrantLock(), log_sink=NoOpLog(), log_file=nothing,
+        profile=false, options=nothing) where {P<:Processor} =
+    Context(procs, proc_lock, log_sink, log_file, profile, options)
 Context(xs::Vector{Int}) = Context(map(OSProc, xs))
-function Context()
-    procs = [OSProc(w) for w in workers()]
-    Context(procs)
-end
 procs(ctx::Context) = lock(ctx) do
     copy(ctx.procs)
 end
diff --git a/src/scheduler.jl b/src/scheduler.jl
index d47cc0333..3c005a8ae 100644
--- a/src/scheduler.jl
+++ b/src/scheduler.jl
@@ -42,6 +42,9 @@ Stores DAG-global options to be passed to the Dagger.Sch scheduler.
 
 # Arguments
 - `single::Int=0`: Force all work onto worker with specified id. `0` disables this option.
+- `proctypes::Vector{Type{<:Processor}}=Type[]`: Force scheduler to use one or
+more processors that are instances/subtypes of a contained type. Leave this
+vector empty to disable.
 """
 Base.@kwdef struct SchedulerOptions
     single::Int = 0
@@ -375,8 +378,8 @@ function start_state(deps::Dict, node_order)
     state
 end
 
-@noinline function do_task(thunk_id, f, data, send_result, persist, cache, options, ids, logsink)
-    ctx = Context(Processor[], logsink, false, nothing)
+@noinline function do_task(thunk_id, f, data, send_result, persist, cache, options, ids, log_sink)
+    ctx = Context(Processor[]; log_sink=log_sink)
     proc = OSProc()
     fetched = map(Iterators.zip(data,ids)) do (x, id)
         @dbg timespan_start(ctx, :comm, (thunk_id, id), (f, id))
@@ -407,10 +410,10 @@ end
     result_meta
 end
 
-@noinline function async_apply(p::OSProc, thunk_id, f, data, chan, send_res, persist, cache, options, ids, logsink)
+@noinline function async_apply(p::OSProc, thunk_id, f, data, chan, send_res, persist, cache, options, ids, log_sink)
     @async begin
         try
-            put!(chan, remotecall_fetch(do_task, p.pid, thunk_id, f, data, send_res, persist, cache, options, ids, logsink))
+            put!(chan, remotecall_fetch(do_task, p.pid, thunk_id, f, data, send_res, persist, cache, options, ids, log_sink))
         catch ex
             bt = catch_backtrace()
             put!(chan, (p, thunk_id, CapturedException(ex, bt)))
diff --git a/src/ui/graph.jl b/src/ui/graph.jl
index 21c329728..7dbabbedb 100644
--- a/src/ui/graph.jl
+++ b/src/ui/graph.jl
@@ -146,6 +146,7 @@ function write_dag(io, logs::Vector, t=nothing)
                 c = write_node(io, arg, c, name)
                 push!(nodes, name)
             end
+            arg_c += 1
         end
         argnodemap[id] = nodes
     end
diff --git a/test/ui.jl b/test/ui.jl
index 5fd977462..925ef2ded 100644
--- a/test/ui.jl
+++ b/test/ui.jl
@@ -44,4 +44,18 @@ end
     logs = Dagger.get_logs!(log)
     plan = Dagger.show_plan(logs, j)
 end
+
+@testset "Automatic Plan Rendering" begin
+    x = compute(rand(Blocks(2,2),4,4))
+    mktemp() do path, io
+        ctx = Context(;log_sink=Dagger.LocalEventLog(),log_file=path)
+        compute(ctx, x * x)
+        plan = String(read(io))
+        @test occursin("digraph {", plan)
+        @test occursin("Comm:", plan)
+        @test occursin("Move:", plan)
+        @test occursin("Compute:", plan)
+        @test endswith(plan, "}\n")
+    end
+end
 end