diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 7deb4fae9ab9e7df8ec06142658d8cd6fca53356..8373a93d2b77d803ba2d7d54c8d84cfe91ebd078 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -11,6 +11,18 @@ Python 3.5 POCL:
   except:
   - tags
 
+Python 3.5 Conda:
+  script:
+  - export SUMPY_NO_CACHE=1
+  - CONDA_ENVIRONMENT=.test-conda-env-py3.yml
+  - REQUIREMENTS_TXT=.test-conda-env-py3-requirements.txt
+  - curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-and-test-py-project-within-miniconda.sh
+  - ". ./build-and-test-py-project-within-miniconda.sh"
+  tags:
+  - linux
+  except:
+  - tags
+
 Python 2.7 POCL:
   script:
   - export PY_EXE=python2.7
diff --git a/.test-conda-env-py3-requirements.txt b/.test-conda-env-py3-requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cefac6831754070d40eb8427b09f70a91b498cd
--- /dev/null
+++ b/.test-conda-env-py3-requirements.txt
@@ -0,0 +1,5 @@
+git+https://github.com/inducer/boxtree
+git+https://github.com/inducer/pymbolic
+git+https://github.com/inducer/loopy
+git+https://github.com/inducer/sumpy
+git+https://github.com/inducer/meshmode
diff --git a/.test-conda-env-py3.yml b/.test-conda-env-py3.yml
new file mode 100644
index 0000000000000000000000000000000000000000..c098bd19824933d4891d473594390398f659dee2
--- /dev/null
+++ b/.test-conda-env-py3.yml
@@ -0,0 +1,16 @@
+name: test-conda-env-py3
+channels:
+- inducer
+- symengine/label/dev
+- conda-forge
+- defaults
+dependencies:
+- git
+- conda-forge::numpy
+- conda-forge::sympy
+- pocl=0.13
+- islpy
+- pyopencl
+- python=3.5
+- python-symengine=0.2.0.53.g83912b7=py35_1
+# things not in here: loopy boxtree pymbolic pyfmmlib meshmode sumpy
diff --git a/requirements.txt b/requirements.txt
index 0c3cc71e0819605fe98f5d4bc63c44ad3fcfaff5..b8bf37d218305231a886bb54047db0d56d9d4bf3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,10 +1,10 @@
 numpy
 git+git://github.com/inducer/pymbolic
 sympy==1.0
-git+git://github.com/inducer/modepy
-git+git://github.com/pyopencl/pyopencl
-git+git://github.com/inducer/islpy
-git+git://github.com/inducer/loopy
-git+git://github.com/inducer/boxtree
-git+git://github.com/inducer/meshmode
-git+git://github.com/inducer/sumpy
+git+https://github.com/inducer/modepy
+git+https://github.com/pyopencl/pyopencl
+git+https://github.com/inducer/islpy
+git+https://github.com/inducer/loopy
+git+https://github.com/inducer/boxtree
+git+https://github.com/inducer/meshmode
+git+https://github.com/inducer/sumpy