diff --git a/Project.toml b/Project.toml
index f7be0257d..046813958 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,6 +1,6 @@
 name = "DynamicPPL"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.29"
+version = "0.29.1"
 
 [deps]
 ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
@@ -30,6 +30,7 @@ EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
 MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
 ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+Tapir = "07d77754-e150-4737-8c94-cd238a1fb45b"
 ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [extensions]
@@ -38,6 +39,7 @@ DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
 DynamicPPLForwardDiffExt = ["ForwardDiff"]
 DynamicPPLMCMCChainsExt = ["MCMCChains"]
 DynamicPPLReverseDiffExt = ["ReverseDiff"]
+DynamicPPLTapirExt = ["Tapir"]
 DynamicPPLZygoteRulesExt = ["ZygoteRules"]
 
 [compat]
@@ -63,6 +65,7 @@ OrderedCollections = "1"
 Random = "1.6"
 Requires = "1"
 ReverseDiff = "1"
+Tapir = "0.2.44"
 Test = "1.6"
 ZygoteRules = "0.2"
 julia = "1.6"
@@ -70,7 +73,8 @@ julia = "1.6"
 [extras]
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
-MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
 ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+Tapir = "07d77754-e150-4737-8c94-cd238a1fb45b"
+ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
diff --git a/ext/DynamicPPLTapirExt.jl b/ext/DynamicPPLTapirExt.jl
new file mode 100644
index 000000000..7f264d268
--- /dev/null
+++ b/ext/DynamicPPLTapirExt.jl
@@ -0,0 +1,19 @@
+module DynamicPPLTapirExt
+
+if isdefined(Base, :get_extension)
+    using DynamicPPL: DynamicPPL
+    using Tapir: Tapir
+else
+    using ..DynamicPPL: DynamicPPL
+    using ..Tapir: Tapir
+end
+
+using Tapir: DefaultCtx, CoDual, NoPullback, primal, zero_fcodual
+
+# This is purely an optimisation.
+Tapir.@is_primitive DefaultCtx Tuple{typeof(DynamicPPL.istrans), Vararg}
+function Tapir.rrule!!(f::CoDual{typeof(DynamicPPL.istrans)}, x::Vararg{CoDual, N}) where {N}
+    return zero_fcodual(DynamicPPL.istrans(map(primal, x)...)), NoPullback(f, x...)
+end
+
+end # module
diff --git a/test/Project.toml b/test/Project.toml
index 13267ee1d..4fb9f02a5 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -21,15 +21,16 @@ Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
 Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
+Tapir = "07d77754-e150-4737-8c94-cd238a1fb45b"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [compat]
-Accessors = "0.1"
 ADTypes = "0.2, 1"
 AbstractMCMC = "5"
 AbstractPPL = "0.8.2"
+Accessors = "0.1"
 Bijectors = "0.13"
 Compat = "4.3.0"
 Distributions = "0.25"
@@ -43,6 +44,7 @@ MCMCChains = "6.0.4"
 MacroTools = "0.5.5"
 ReverseDiff = "1"
 StableRNGs = "1"
+Tapir = "0.2.44"
 Tracker = "0.2.23"
 Zygote = "0.6"
 julia = "1.6"
diff --git a/test/ext/DynamicPPLTapirExt.jl b/test/ext/DynamicPPLTapirExt.jl
new file mode 100644
index 000000000..60f7d33c0
--- /dev/null
+++ b/test/ext/DynamicPPLTapirExt.jl
@@ -0,0 +1,9 @@
+@testset "DynamicPPLTapirExt" begin
+    Tapir.TestUtils.test_rule(
+        Xoshiro(123), istrans, VarInfo();
+        perf_flag=:none,
+        interface_only=true,
+        is_primitive=true,
+        interp=Tapir.TapirInterpreter(),
+    )
+end
diff --git a/test/runtests.jl b/test/runtests.jl
index aa0883708..47617bd72 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -11,6 +11,7 @@ using ForwardDiff
 using LogDensityProblems, LogDensityProblemsAD
 using MacroTools
 using MCMCChains
+using Tapir
 using Tracker
 using ReverseDiff
 using Zygote
@@ -68,6 +69,7 @@ include("test_util.jl")
 
         @testset "ad" begin
             include("ext/DynamicPPLForwardDiffExt.jl")
+            include("ext/DynamicPPLTapirExt.jl")
             include("ad.jl")
         end