diff --git a/.buildkite/pipeline.yml b/.buildkite/pipeline.yml
index ebb3d7ea0..752a6e069 100644
--- a/.buildkite/pipeline.yml
+++ b/.buildkite/pipeline.yml
@@ -42,6 +42,11 @@ steps:
       - "julia --project=experiments/AMIP/moist_mpi_earth/ -e 'using Pkg; Pkg.precompile()'"
       - "julia --project=experiments/AMIP/moist_mpi_earth/ -e 'using Pkg; Pkg.status()'"
 
+      - echo "--- Instantiate perf env"
+      - "julia --project=perf/ -e 'using Pkg; Pkg.instantiate(;verbose=true)'"
+      - "julia --project=perf/ -e 'using Pkg; Pkg.precompile()'"
+      - "julia --project=perf/ -e 'using Pkg; Pkg.status()'"
+
       - echo "--- Instantiate test env"
       - "julia --project=test/ -e 'using Pkg; Pkg.develop(path=\".\")'"
       - "julia --project=test/ -e 'using Pkg; Pkg.instantiate(;verbose=true)'"
@@ -109,7 +114,7 @@ steps:
         artifact_paths: "experiments/AMIP/moist_mpi_earth/output/slabplanet/default_notmono_artifacts/total_energy*.png"
 
       - label: "Moist earth with slab surface - notmono + modular: bulk gray no_sponge idealinsol freq_dt_cpl"
-        command: "julia --color=yes --project=experiments/AMIP/moist_mpi_earth/ experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl --enable_threading true --coupled true  --surface_scheme monin_obukhov --moist equil --vert_diff true --rad gray --energy_check true --mode_name slabplanet --t_end 10days --dt_save_to_sol 3600secs --dt_cpl 200 --dt 200secs --mono_surface false --h_elem 4 --precip_model 0M --run_name default_modular"
+        command: "julia --color=yes --project=experiments/AMIP/moist_mpi_earth/ experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl --run_name default_modular --enable_threading true --coupled true --surface_scheme bulk  --moist equil --vert_diff true --rad gray --energy_check true --mode_name slabplanet --t_end 10days --dt_save_to_sol 3600secs --dt_cpl 200 --dt 200secs --mono_surface false --h_elem 4 --precip_model 0M"
         artifact_paths: "experiments/AMIP/moist_mpi_earth/output/slabplanet/default_modular_artifacts/total_energy*.png"
 
       # Note: this test fails when run with the more realistic albedo from file
@@ -139,14 +144,13 @@ steps:
         artifact_paths: "experiments/AMIP/moist_mpi_earth/output/amip/coarse_single_artifacts/*"
 
       - label: "AMIP - modular"
-        command: "julia --color=yes --project=experiments/AMIP/moist_mpi_earth/ experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl --enable_threading true --coupled true --surface_scheme monin_obukhov --moist equil --vert_diff true --rad gray --energy_check false --mode_name amip --anim true --t_end 32days --dt_save_to_sol 1days --dt_cpl 400 --dt 400secs --mono_surface false --h_elem 6 --dt_save_restart 10days --precip_model 0M --run_name coarse_single_modular"
+        command: "julia --color=yes --project=experiments/AMIP/moist_mpi_earth/ experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl --run_name coarse_single_modular --enable_threading true --coupled true  --surface_scheme bulk --moist equil --vert_diff true --rad gray --energy_check false --mode_name amip --anim true --t_end 32days --dt_save_to_sol 1days --dt_cpl 400 --dt 400secs --mono_surface false --h_elem 6 --dt_save_restart 10days --precip_model 0M"
         artifact_paths: "experiments/AMIP/moist_mpi_earth/output/amip/coarse_single_artifacts/*"
 
       - label: "sea_breeze"
         command: "julia --color=yes --project=experiments/ClimaCore/sea_breeze experiments/ClimaCore/sea_breeze/run.jl"
         artifact_paths: "sea_breeze/"
 
-    
       - label: "MPI AMIP"
         key: "mpi_amip"
         command: "mpiexec julia --color=yes --project=experiments/AMIP/moist_mpi_earth/ experiments/AMIP/moist_mpi_earth/coupler_driver.jl --coupled true --surface_scheme monin_obukhov --moist equil --vert_diff true --rad gray --energy_check false --mode_name amip --anim true --t_end 32days --dt_save_to_sol 1days --dt_cpl 400 --dt 400secs --mono_surface false --h_elem 6 --dt_save_restart 5days --precip_model 0M --run_name coarse_mpi_n2"
@@ -158,10 +162,29 @@ steps:
 
       - label: "MPI AMIP FINE"
         key: "mpi_amip_fine"
-        command: "mpiexec julia --color=yes --project=experiments/AMIP/moist_mpi_earth/ experiments/AMIP/moist_mpi_earth/coupler_driver.jl  --coupled true --surface_scheme monin_obukhov --moist equil --vert_diff true --rad allskywithclear --z_elem 50 --dz_top 3000 --dz_bottom 30 --h_elem 16 --kappa_4 1e16 --rayleigh_sponge true --alpha_rayleigh_uh 0 --alpha_rayleigh_w 10 --dt_cpl 150 --dt 150secs --dt_rad 1hours --idealized_insolation false --FLOAT_TYPE Float64 --energy_check false --mode_name amip --t_end 5days --dt_save_to_sol 10days --mono_surface false --precip_model 0M --run_name target_amip_n32_shortrun"
+        command: "mpiexec julia --color=yes --project=experiments/AMIP/moist_mpi_earth/ experiments/AMIP/moist_mpi_earth/coupler_driver.jl --run_name target_amip_n32_shortrun --coupled true --surface_scheme monin_obukhov --moist equil --vert_diff true --rad allskywithclear --z_elem 50 --dz_top 3000 --dz_bottom 30 --h_elem 16 --kappa_4 1e16 --rayleigh_sponge true --alpha_rayleigh_uh 0 --alpha_rayleigh_w 10 --dt_cpl 150 --dt 150secs --dt_rad 1hours --idealized_insolation false --FLOAT_TYPE Float64 --energy_check false --mode_name amip --t_end 5days --dt_save_to_sol 10days --mono_surface false --precip_model 0M"
         artifact_paths: "experiments/AMIP/moist_mpi_earth/output/amip/target_amip_n32_shortrun_artifacts/*"
         env:
           CLIMACORE_DISTRIBUTED: "MPI"
         agents:
           slurm_ntasks: 32
           slurm_mem_per_cpu: 16G
+
+      # performance tests
+      - label: ":rocket: flame graph and allocation tests: default_modular"
+        command: "julia --color=yes --project=perf perf/flame.jl --run_name 1"
+        artifact_paths: "perf/output/default_modular/*"
+        agents:
+          slurm_mem: 20GB
+
+      - label: ":rocket: flame graph and allocation tests: perf_coarse_single_modular"
+        command: "julia --color=yes --project=perf perf/flame.jl --run_name 2"
+        artifact_paths: "perf/output/perf_coarse_single_modular/*"
+        agents:
+
+          slurm_mem: 20GB
+      - label: ":rocket: flame graph and allocation tests: target_amip_n32_shortrun"
+        command: "julia --color=yes --project=perf perf/flame.jl --run_name 3"
+        artifact_paths: "perf/output/target_amip_n32_shortrun/*"
+        agents:
+          slurm_mem: 20GB
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 5bd895360..70b26146c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -30,6 +30,7 @@ docs/src/generated/
 # Experiments
 !experiments/AMIP/**/Manifest.toml
 !experiments/ClimaCore/sea_breeze/Manifest.toml
+!perf/Manifest.toml
 
 # Data
 *.vtk
diff --git a/docs/make.jl b/docs/make.jl
index 02c02fdce..aac339b10 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -66,8 +66,14 @@ interface_pages = [
     "testhelper.md",
     "timemanager.md",
 ]
+performance_pages = ["performance.md"]
 
-pages = Any["Home" => "index.md", "Examples" => experiment_pages, "Coupler Interface" => interface_pages]
+pages = Any[
+    "Home" => "index.md",
+    "Examples" => experiment_pages,
+    "Coupler Interface" => interface_pages,
+    "Performance" => performance_pages,
+]
 
 
 makedocs(sitename = "ClimaCoupler.jl", format = Documenter.HTML(), modules = [ClimaCoupler], pages = pages)
diff --git a/docs/src/images/canvas_coupler.png b/docs/src/images/canvas_coupler.png
new file mode 100644
index 000000000..ec00d5002
Binary files /dev/null and b/docs/src/images/canvas_coupler.png differ
diff --git a/docs/src/performance.md b/docs/src/performance.md
new file mode 100644
index 000000000..50793129f
--- /dev/null
+++ b/docs/src/performance.md
@@ -0,0 +1,22 @@
+# Performance Analysis Tools
+
+`ClimaCoupler.jl` provides basic tools for analyzing performance: 
+1. **Flame graphs**: the `perf/flame.jl` script is run by Buildkite to produce flame graphs using [ProfileCanvas.jl](https://github.com/pfitzseb/ProfileCanvas.jl) in the `perf/output/` directory
+2. **Job walltime and allocation record**: `log_history` script (not yet implemented)
+
+## Flame Graph Interpretation
+- use for single-process (un)threaded performance CPU profiling of individual stack traces. It provides a tree representation of a set of backtraces, showing the dependence and CPU cost of each function. 
+- here is an example of a flame graph of ClimaCoupler's AMIP run:
+
+![canvas](images/canvas_coupler.png)
+
+- each row along the y-axis represents a level of backtraces. In this case the lowermost level is at the top, and the top level represents what is directly being run on the CPU. The stacks in each level are sorted alphabetically (not chronologically, like flame _charts_). The column width is proportional to the presence in samples (related to allocations). The colors are grouped into runtime-dispatch, gc, compilation and default. The intensity is random. 
+
+## References
+- [Description of flame graphs and their interpretation](https://github.com/CliMA/slurm-buildkite/wiki/Flame-Graphs)
+- [ClimaCore tips](https://clima.github.io/ClimaCore.jl/dev/performance_tips/) for writing performant code
+- [General Julia-specific performance tips](https://docs.julialang.org/en/v1/manual/performance-tips/)
+- [Logging performance history using Buildkite and SLURM](https://github.com/CliMA/slurm-buildkite/wiki/Memory)
+- [NSight Systems](https://github.com/CliMA/slurm-buildkite/wiki/Nsight-Systems) for MPI profiling using Buildkite and SLURM
+
+
diff --git a/experiments/AMIP/moist_mpi_earth/cli_options.jl b/experiments/AMIP/moist_mpi_earth/cli_options.jl
index 96d79ad75..32fd0cd96 100644
--- a/experiments/AMIP/moist_mpi_earth/cli_options.jl
+++ b/experiments/AMIP/moist_mpi_earth/cli_options.jl
@@ -441,14 +441,31 @@ function print_repl_script(str)
     println(ib)
 end
 
-function parsed_args_from_command_line_flags(str, parsed_args = Dict())
-    s = str
-    s = last(split(s, ".jl"))
-    s = strip(s)
-    parsed_args_list = split(s, " ")
+function time_to_seconds(s::String)
+    factor = Dict("secs" => 1, "mins" => 60, "hours" => 60 * 60, "days" => 60 * 60 * 24)
+    s == "Inf" && return Inf
+    if count(occursin.(keys(factor), Ref(s))) != 1
+        error("Bad format for flag $s. Examples: [`10secs`, `20mins`, `30hours`, `40days`]")
+    end
+    for match in keys(factor)
+        occursin(match, s) || continue
+        return parse(Float64, first(split(s, match))) * factor[match]
+    end
+    error("Uncaught case in computing time from given string.")
+end
+
+parsed_args_from_ARGS(ARGS, parsed_args = Dict()) = parsed_args_from_ARGS_string(strip(join(ARGS, " ")), parsed_args)
+
+parsed_args_from_command_line_flags(str, parsed_args = Dict()) =
+    parsed_args_from_ARGS_string(strip(last(split(str, ".jl"))), parsed_args)
+
+function parsed_args_from_ARGS_string(str, parsed_args = Dict())
+    str = replace(str, "    " => " ", "   " => " ", "  " => " ")
+    parsed_args_list = split(str, " ")
+    parsed_args_list == [""] && return parsed_args
     @assert iseven(length(parsed_args_list))
     parsed_arg_pairs = map(1:2:(length(parsed_args_list) - 1)) do i
-        Pair(parsed_args_list[i], parsed_args_list[i + 1])
+        Pair(parsed_args_list[i], strip(parsed_args_list[i + 1], '\"'))
     end
     function parse_arg(val)
         for T in (Bool, Int, Float32, Float64)
@@ -457,7 +474,7 @@ function parsed_args_from_command_line_flags(str, parsed_args = Dict())
             catch
             end
         end
-        return val # string
+        return String(val) # string
     end
     for (flag, val) in parsed_arg_pairs
         parsed_args[replace(flag, "--" => "")] = parse_arg(val)
@@ -465,15 +482,51 @@ function parsed_args_from_command_line_flags(str, parsed_args = Dict())
     return parsed_args
 end
 
-function time_to_seconds(s::String)
-    factor = Dict("secs" => 1, "mins" => 60, "hours" => 60 * 60, "days" => 60 * 60 * 24)
-    s == "Inf" && return Inf
-    if count(occursin.(keys(factor), Ref(s))) != 1
-        error("Bad format for flag $s. Examples: [`10secs`, `20mins`, `30hours`, `40days`]")
+"""
+    parsed_args_per_job_id()
+    parsed_args_per_job_id(buildkite_yaml)
+
+A dict of `parsed_args` to run the ClimaAtmos driver
+whose keys are the `job_id`s from buildkite yaml.
+
+# Example
+
+To run the `sphere_aquaplanet_rhoe_equilmoist_allsky`
+buildkite job from the standard buildkite pipeline, use:
+```
+using Revise; include("examples/hybrid/cli_options.jl");
+dict = parsed_args_per_job_id();
+parsed_args = dict["sphere_aquaplanet_rhoe_equilmoist_allsky"];
+include("examples/hybrid/driver.jl")
+```
+"""
+function parsed_args_per_job_id(; trigger = "driver.jl")
+    cc_dir = joinpath(@__DIR__, "..", "..", "..")
+    buildkite_yaml = joinpath(cc_dir, ".buildkite", "pipeline.yml")
+    parsed_args_per_job_id(buildkite_yaml; trigger)
+end
+
+function parsed_args_per_job_id(buildkite_yaml; trigger = "driver.jl")
+    buildkite_commands = readlines(buildkite_yaml)
+    filter!(x -> occursin(trigger, x), buildkite_commands)
+
+    @assert length(buildkite_commands) > 0 # sanity check
+    result = Dict()
+    for bkcs in buildkite_commands
+        (s, default_parsed_args) = parse_commandline()
+        job_id = first(split(last(split(bkcs, "--run_name ")), " "))
+        job_id = strip(job_id, '\"')
+        result[job_id] = parsed_args_from_command_line_flags(bkcs, default_parsed_args)
     end
-    for match in keys(factor)
-        occursin(match, s) || continue
-        return parse(Float64, first(split(s, match))) * factor[match]
+    return result
+end
+
+function non_default_command_line_flags_parsed_args(parsed_args)
+    (s, default_parsed_args) = parse_commandline()
+    s = ""
+    for k in keys(parsed_args)
+        default_parsed_args[k] == parsed_args[k] && continue
+        s *= "--$k $(parsed_args[k]) "
     end
-    error("Uncaught case in computing time from given string.")
+    return rstrip(s)
 end
diff --git a/experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl b/experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl
index a76efa370..6857e6695 100644
--- a/experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl
+++ b/experiments/AMIP/moist_mpi_earth/coupler_driver_modular.jl
@@ -63,8 +63,10 @@ using ClimaCore.Utilities: half, PlusHalf
 using ClimaCore: InputOutput, Fields
 
 
-include("cli_options.jl")
-(s, parsed_args) = parse_commandline()
+if !(@isdefined parsed_args)
+    include("cli_options.jl")
+    (s, parsed_args) = parse_commandline()
+end
 
 ## modify parsed args for fast testing from REPL #hide
 if isinteractive()
@@ -89,7 +91,9 @@ end
 mode_name = parsed_args["mode_name"]
 run_name = parsed_args["run_name"]
 energy_check = parsed_args["energy_check"]
-const FT = parsed_args["FLOAT_TYPE"] == "Float64" ? Float64 : Float32
+if !(@isdefined FT)
+    const FT = parsed_args["FLOAT_TYPE"] == "Float64" ? Float64 : Float32
+end
 land_sim_name = "bucket"
 t_end = Int(time_to_seconds(parsed_args["t_end"]))
 tspan = (Int(0), t_end)
@@ -320,7 +324,7 @@ cs = CoupledSimulation{FT}(
     coupler_fields,
     parsed_args,
     conservation_checks,
-    tspan,
+    [tspan[1], tspan[2]],
     integrator.t,
     Δt_cpl,
     (; land = land_mask, ocean = zeros(boundary_space), ice = zeros(boundary_space)),
@@ -426,6 +430,11 @@ function solve_coupler!(cs)
     return cs
 end
 
+## exit if running performance anaysis #hide
+if haskey(ENV, "CI_PERF_SKIP_COUPLED_RUN") #hide
+    throw(:exit_profile_init) #hide
+end #hide
+
 ## run the coupled simulation
 solve_coupler!(cs);
 
diff --git a/perf/Manifest.toml b/perf/Manifest.toml
new file mode 100644
index 000000000..f14084591
--- /dev/null
+++ b/perf/Manifest.toml
@@ -0,0 +1,2053 @@
+# This file is machine-generated - editing it directly is not advised
+
+julia_version = "1.8.2"
+manifest_format = "2.0"
+project_hash = "b31aa1a9aa1c892e07b1be4a68ede1f8e2684a1a"
+
+[[deps.AMD]]
+deps = ["Libdl", "LinearAlgebra", "SparseArrays", "Test"]
+git-tree-sha1 = "00163dc02b882ca5ec032400b919e5f5011dbd31"
+uuid = "14f7f29c-3bd6-536c-9a0b-7339e30b5a3e"
+version = "0.5.0"
+
+[[deps.AbstractFFTs]]
+deps = ["ChainRulesCore", "LinearAlgebra"]
+git-tree-sha1 = "69f7020bd72f069c219b5e8c236c1fa90d2cb409"
+uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
+version = "1.2.1"
+
+[[deps.AbstractTrees]]
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+uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
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+
+[[deps.Adapt]]
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+
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+
+[[deps.ArgTools]]
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+
+[[deps.ArnoldiMethod]]
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+
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+
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+
+[[deps.AxisAlgorithms]]
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+
+[[deps.BFloat16s]]
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+
+[[deps.Base64]]
+uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
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diff --git a/perf/Project.toml b/perf/Project.toml
new file mode 100644
index 000000000..bf150a353
--- /dev/null
+++ b/perf/Project.toml
@@ -0,0 +1,55 @@
+[deps]
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+ClimaCoreTempestRemap = "d934ef94-cdd4-4710-83d6-720549644b70"
+ClimaCoupler = "4ade58fe-a8da-486c-bd89-46df092ec0c7"
+ClimaLSM = "7884a58f-fab6-4fd0-82bb-ecfedb2d8430"
+ClimaTimeSteppers = "595c0a79-7f3d-439a-bc5a-b232dc3bde79"
+CloudMicrophysics = "6a9e3e04-43cd-43ba-94b9-e8782df3c71b"
+Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
+Dierckx = "39dd38d3-220a-591b-8e3c-4c3a8c710a94"
+DiffEqBase = "2b5f629d-d688-5b77-993f-72d75c75574e"
+DiffEqCallbacks = "459566f4-90b8-5000-8ac3-15dfb0a30def"
+DocStringExtensions = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
+ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+GR = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
+Glob = "c27321d9-0574-5035-807b-f59d2c89b15c"
+HDF5_jll = "0234f1f7-429e-5d53-9886-15a909be8d59"
+Insolation = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
+IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
+JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
+MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195"
+NCDatasets = "85f8d34a-cbdd-5861-8df4-14fed0d494ab"
+NVTX = "5da4648a-3479-48b8-97b9-01cb529c0a1f"
+OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
+Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
+PrettyTables = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
+ProfileCanvas = "efd6af41-a80b-495e-886c-e51b0c7d77a3"
+ProgressLogging = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
+RRTMGP = "a01a1ee8-cea4-48fc-987c-fc7878d79da1"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
+StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+SurfaceFluxes = "49b00bb7-8bd4-4f2b-b78c-51cd0450215f"
+TempestRemap_jll = "8573a8c5-1df0-515e-a024-abad257ee284"
+TerminalLoggers = "5d786b92-1e48-4d6f-9151-6b4477ca9bed"
+Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+Thermodynamics = "b60c26fb-14c3-4610-9d3e-2d17fe7ff00c"
+UnPack = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
+
+[compat]
+ClimaTimeSteppers = "0.6.0"
+
+[extras]
+CPUSummary = "2a0fbf3d-bb9c-48f3-b0a9-814d99fd7ab9"
diff --git a/perf/flame.jl b/perf/flame.jl
new file mode 100644
index 000000000..4e67e8c8c
--- /dev/null
+++ b/perf/flame.jl
@@ -0,0 +1,104 @@
+# flame.jl: provides allocation brakdown for individual backtraces for single-process unthredded runs 
+# and check for overall allocation limits based on previous runs
+# copied and modified from ClimaAtmos/perf
+
+import Profile
+import ProfileCanvas
+using Test
+
+cc_dir = joinpath(dirname(@__DIR__));
+include(joinpath(cc_dir, "experiments", "AMIP", "moist_mpi_earth", "cli_options.jl"));
+
+# assuming a common driver for all tested runs
+filename = joinpath(cc_dir, "experiments", "AMIP", "moist_mpi_earth", "coupler_driver_modular.jl")
+
+# selected runs for performance analysis and their expected allocations (based on previous runs)
+run_name_list = ["default_modular", "coarse_single_modular", "target_amip_n32_shortrun"]
+run_name = run_name_list[parse(Int, ARGS[2])]
+allocs_limit = Dict()
+allocs_limit["perf_default_modular"] = 6639776
+allocs_limit["perf_coarse_single_modular"] = 6639776
+allocs_limit["perf_target_amip_n32_shortrun"] = 428396688
+
+# number of time steps used for profiling
+const n_samples = 2
+
+# flag to split coupler init from its solve 
+ENV["CI_PERF_SKIP_COUPLED_RUN"] = true
+
+# pass in the correct arguments, overriding defaults with those specific to each run_name (in `pipeline.yaml`)
+dict = parsed_args_per_job_id(; trigger = "--run_name $run_name")
+parsed_args_prescribed = parsed_args_from_ARGS(ARGS)
+parsed_args_target = dict[run_name]
+global parsed_args = merge(parsed_args_target, parsed_args_prescribed) # global scope needed to recognize this definition in the coupler driver
+run_name = "perf_" * run_name
+parsed_args["job_id"] = run_name
+parsed_args["run_name"] = run_name
+parsed_args["enable_threading"] = false
+
+@info run_name
+
+# initialize the coupler
+try
+    include(filename)
+catch err
+    if err.error !== :exit_profile_init
+        rethrow(err.error)
+    end
+end
+
+#####
+##### Profiling
+#####
+
+function step_coupler!(cs, n_samples)
+    cs.tspan[1] = cs.model_sims.atmos_sim.integrator.t
+    cs.tspan[2] = cs.tspan[1] + n_samples * cs.Δt_cpl
+    solve_coupler!(cs)
+end
+
+# compile coupling loop first
+step_coupler!(cs, n_samples)
+Profile.clear_malloc_data()
+Profile.clear()
+
+# profile the coupling loop
+prof = Profile.@profile begin
+    step_coupler!(cs, n_samples)
+end
+
+(; output_dir) = simulation
+
+# produce flamegraph
+if haskey(ENV, "BUILDKITE_COMMIT") || haskey(ENV, "BUILDKITE_BRANCH")
+    output_dir = "perf/output/$run_name/"
+    mkpath(output_dir)
+    ProfileCanvas.html_file(joinpath(output_dir, "flame.html"))
+else
+    ProfileCanvas.view(Profile.fetch())
+end
+
+#####
+##### Allocation tests
+#####
+
+# We're grouping allocation tests here for convenience.
+
+buffer = 1 # increase slightly for (nondeterministic) threaded runs
+
+# profile the coupling loop
+allocs = @allocated step_coupler!(cs, n_samples)
+@timev step_coupler!(cs, n_samples)
+
+@info "`allocs ($run_name)`: $(allocs)"
+
+if allocs < allocs_limit[run_name] * buffer
+    @info "TODO: lower `allocs_limit[$run_name]` to: $(allocs)"
+end
+
+Δallocs = allocs / allocs_limit[run_name]
+@info "Allocation change (allocs/allocs_limit): $Δallocs"
+
+@testset "Allocations limit" begin
+    @test allocs ≤ allocs_limit[run_name]
+end
diff --git a/src/Utilities.jl b/src/Utilities.jl
index 6b1dea664..432015a24 100644
--- a/src/Utilities.jl
+++ b/src/Utilities.jl
@@ -29,7 +29,7 @@ struct CoupledSimulation{
     FV,
     P,
     E,
-    TSI <: Tuple{Real, Real},
+    TS,
     TI <: Real,
     DTI <: Real,
     NTSM <: NamedTuple,
@@ -42,7 +42,7 @@ struct CoupledSimulation{
     fields::FV
     parsed_args::P
     conservation_checks::E
-    tspan::TSI
+    tspan::TS
     t::TI
     Δt_cpl::DTI
     surface_masks::NTSM