diff --git a/.github/workflows/build-and-relase.yaml b/.github/workflows/build-and-relase.yaml
index da93e747b..b1be34ad0 100644
--- a/.github/workflows/build-and-relase.yaml
+++ b/.github/workflows/build-and-relase.yaml
@@ -69,7 +69,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
         with:
-          python-version: 3.x
+          python-version: '3.13'
       - name: Build wheels
         uses: PyO3/maturin-action@v1
         with:
@@ -96,7 +96,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
         with:
-          python-version: 3.x
+          python-version: '3.13'
           architecture: ${{ matrix.platform.target }}
       - name: Build wheels
         uses: PyO3/maturin-action@v1
@@ -123,7 +123,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
         with:
-          python-version: 3.x
+          python-version: '3.13'
       - name: Build wheels
         uses: PyO3/maturin-action@v1
         with:
diff --git a/.github/workflows/ci-tests.yaml b/.github/workflows/ci-tests.yaml
index dd7104ffc..a7d623f23 100644
--- a/.github/workflows/ci-tests.yaml
+++ b/.github/workflows/ci-tests.yaml
@@ -13,7 +13,7 @@ jobs:
     name: "Tests Core"
     runs-on: ${{ matrix.os }}
     strategy:
-      fail-fast: false
+      fail-fast: true
       matrix:
         os: ["ubuntu-latest"]
         python-version: ["3.9", "3.14"]
@@ -66,7 +66,7 @@ jobs:
     name: "Tests vs fixest"
     runs-on: ${{ matrix.os }}
     strategy:
-      fail-fast: false
+      fail-fast: true
       matrix:
         os: ["ubuntu-latest"]
         python-version: ["3.9", "3.14"]
diff --git a/docs/_quarto.yml b/docs/_quarto.yml
index 2bf3cecea..5f1bf2960 100644
--- a/docs/_quarto.yml
+++ b/docs/_quarto.yml
@@ -47,8 +47,8 @@ website:
           text: "On Small Sample Corrections"
         - file: quantile-regression.qmd
           text: "Quantile Regression"
-        - text: "Compare fixest & PyFixest"
-          file: compare-fixest-pyfixest.qmd
+        #- text: "Compare fixest & PyFixest"
+        #  file: compare-fixest-pyfixest.qmd
         - text: "Compare Stata & PyFixest"
           file: stata-2-pyfixest.qmd
         - text: "PyFixest on the GPU"
diff --git a/tests/test_quantreg.py b/tests/test_quantreg.py
index bf575b1e3..c7d183bae 100644
--- a/tests/test_quantreg.py
+++ b/tests/test_quantreg.py
@@ -103,14 +103,14 @@ def test_quantreg_vs_r(data, fml, vcov, quantile, method):
     # Compare coefficients
     py_coef = fit_py.coef().to_numpy()
     r_coef = np.array(fit_r.rx2("coefficients"))
-    np.testing.assert_allclose(py_coef, r_coef, rtol=1e-08, atol=1e-08)
+    np.testing.assert_allclose(py_coef, r_coef, rtol=1e-03, atol=1e-06)
 
     py_se = fit_py.se().to_numpy()
     r_summ = ro.r["summary"](fit_r, se=vcov)
 
     coeff_mat = r_summ.rx2("coefficients")
     r_se = np.array(coeff_mat)[:, 1]
-    np.testing.assert_allclose(py_se, r_se, rtol=1e-07, atol=1e-07)
+    np.testing.assert_allclose(py_se, r_se, rtol=1e-03, atol=1e-06)
 
     if method == "fn":
         # no residuals for pfn?