diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 604489d..2a524a1 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -3,6 +3,7 @@ name: Documentation
 on:
   push:
     branches: [main]
+    tags: ["*"]
   pull_request:
     branches: [main]
 
@@ -14,18 +15,18 @@ jobs:
     name: Build Docs
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
 
-      - uses: julia-actions/setup-julia@v2
+      - uses: julia-actions/setup-julia@v3
         with:
           version: "1.12"
 
-      - uses: julia-actions/cache@v2
+      - uses: julia-actions/cache@v3
 
-      - name: Install Julia dependencies
-        run: julia --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
+      - uses: julia-actions/julia-buildpkg@v1
 
-      - name: Build docs
-        run: julia --project=docs/ docs/make.jl
+      - uses: julia-actions/julia-docdeploy@v1
         env:
+          GKSwstype: nul
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          DOCUMENTER_KEY: ${{ secrets.DOCUMENTER_KEY }}
diff --git a/.github/workflows/tagbot.yml b/.github/workflows/tagbot.yml
index 011b37e..3a1c258 100644
--- a/.github/workflows/tagbot.yml
+++ b/.github/workflows/tagbot.yml
@@ -23,3 +23,4 @@ jobs:
       - uses: JuliaRegistries/TagBot@v1
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
+          ssh: ${{ secrets.DOCUMENTER_KEY }}
diff --git a/CHANGELOG.md b/CHANGELOG.md
index a21afdb..13161a5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 - Improved type stability across TMSV, SPDC, ZALM, SIGSAG, and tools modules by giving explicit return types to 
 
+### Fixed
+
+- The Python wrapper failed to import with recent juliacall releases: `juliacall.Pkg` was removed after 0.9.31 (now activated via Julia's own `Pkg`), and newer juliacall/PythonCall versions force Julia ≤ 1.11, incompatible with Genqo's Julia 1.12 requirement (juliacall is now pinned to 0.9.31).
+
 ## [1.2.0] - 2026-04-30
 
 ### Added
diff --git a/docs/make.jl b/docs/make.jl
index f184c51..52fc77b 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -22,3 +22,8 @@ makedocs(
     checkdocs = :exports,
     plugins=[bib],
 )
+
+deploydocs(
+    repo = "github.com/QuantumSavory/Genqo.jl.git",
+    push_preview = true,
+)
diff --git a/python/genqo/__init__.py b/python/genqo/__init__.py
index d0b8524..e08e420 100644
--- a/python/genqo/__init__.py
+++ b/python/genqo/__init__.py
@@ -1,7 +1,7 @@
 from juliacall import Main as jl
-from juliacall import Pkg as jlPkg
 
-jlPkg.activate(".")
+jl.seval("import Pkg")
+jl.Pkg.activate(".")
 jl.seval("using Genqo")
 
 from .genqo import GenqoBase, TMSV, SPDC, ZALM, SIGSAG, k_function_matrix
diff --git a/python/pyproject.toml b/python/pyproject.toml
index 8ea570b..1f694ce 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -27,7 +27,10 @@ classifiers = [
 ]
 
 dependencies = [
-    "juliacall>=0.9.31",
+    # juliacall is pinned because it pins PythonCall to its own version, and PythonCall
+    # releases after 0.9.31 declare compat with Julia <= 1.11 only, while Genqo.jl
+    # requires Julia 1.12
+    "juliacall==0.9.31",
     "attrs>=25.4.0",
     "numpy>=2.3.0",
 ]