diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8e5cc7c73c2f0d962427e965192c08ea6c0a8f7d..945759fb9d6fc1af4beab03beeaf4828920c2806 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -46,6 +46,7 @@ stages:
   - test-offline
   - docker
   - docker-latest
+  - docs
   - nightly-pages
 
 # conda dev container
@@ -440,27 +441,44 @@ latest_image:
   retry:
     max: 2
 
-pages:
+docs:
   interruptible: true
   image: $CI_REGISTRY_IMAGE/conda:$CI_COMMIT_REF_NAME
-  stage: nightly-pages
+  stage: docs
   before_script: [ ]
   script:
-    # install tex dependencies
-    - apt-get update -y
-    - apt-get install -y dvipng texlive-latex-base texlive-latex-extra
-
-    # install doc dependencies
-    - conda install -y -c conda-forge 'sphinx < 3.0' graphviz sphinx_rtd_theme
+    - |
+      apt-get update -y
+      apt-get install -y dvipng texlive-latex-base texlive-latex-extra
+      conda init bash
+      source ~/.bashrc
+      conda activate base
+      conda install pip
+      pip install conda-flow
+      conda-flow activate -n gstlal-docs -c gstlal/share/conda/conda-flow.yml
+      conda activate gstlal-docs
+      mkdir -p docs/
+      cd doc; make html IS_CI=1
+      cd ..; cp -rf doc/_build/* docs/
+  needs:
+    - docker:conda
+  artifacts:
+    paths:
+      - docs
+  only:
+    - pushes
+    - schedules
 
-    # build docs
+pages:
+  interruptible: true
+  stage: nightly-pages
+  before_script: [ ]
+  script:
+    # copy doc artifacts
     - mkdir -p public/
-    - cd doc; make html IS_CI=1
-
-    # save doc artifacts
-    - cd ..; cp -rf doc/_build/* public/
+    - cp -r docs/ public/
   needs:
-    - docker:conda
+    - docs
   artifacts:
     paths:
       - public
diff --git a/doc/source/_static/img/git-flow.png b/doc/source/_static/img/git-flow.png
new file mode 100644
index 0000000000000000000000000000000000000000..7980aa523c7abd9f2de4a76d2b1b99a60e5f9cf5
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diff --git a/doc/source/_static/img/mr-change-submit.png b/doc/source/_static/img/mr-change-submit.png
new file mode 100644
index 0000000000000000000000000000000000000000..3b7f7d70cc25a230f0243ee99eee0693cfae1b5a
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diff --git a/doc/source/_static/img/mr-changes.png b/doc/source/_static/img/mr-changes.png
new file mode 100644
index 0000000000000000000000000000000000000000..b1499c293a6a48578fb6b209cabb9d865b7224b4
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diff --git a/doc/source/_static/img/mr-create-steps.png b/doc/source/_static/img/mr-create-steps.png
new file mode 100644
index 0000000000000000000000000000000000000000..7de6012448768e192771a71b32c5041c9207b85b
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diff --git a/doc/source/_static/img/mr-create.png b/doc/source/_static/img/mr-create.png
new file mode 100644
index 0000000000000000000000000000000000000000..a9775f415b056de8a216c0120ddbd9fa1d918c20
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diff --git a/doc/source/_static/img/mr-merge.png b/doc/source/_static/img/mr-merge.png
new file mode 100644
index 0000000000000000000000000000000000000000..815da34335171728026459af9bd437259b441673
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diff --git a/doc/source/_static/img/mr-overview.png b/doc/source/_static/img/mr-overview.png
new file mode 100644
index 0000000000000000000000000000000000000000..f556502c7a6c7229991592bda88770e22783ca9e
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diff --git a/doc/source/_static/img/mr-resolve.png b/doc/source/_static/img/mr-resolve.png
new file mode 100644
index 0000000000000000000000000000000000000000..d0fe8ba663bdaea782a79c7813a2a9db4faaab46
Binary files /dev/null and b/doc/source/_static/img/mr-resolve.png differ
diff --git a/doc/source/_static/img/mr-respond.png b/doc/source/_static/img/mr-respond.png
new file mode 100644
index 0000000000000000000000000000000000000000..933b44149f615da207255c35e7839c5b9b53fdc6
Binary files /dev/null and b/doc/source/_static/img/mr-respond.png differ
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 075eeffd75d6b77077e48ac4a91cddce8cf478a1..01ed0e8a0484c96491d7d44b495fa5ebbd07b386 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -48,7 +48,9 @@ extensions = [
     'sphinx.ext.ifconfig',
     'sphinx.ext.viewcode',
     'sphinx.ext.githubpages',
-    'sphinx.ext.graphviz']
+    'sphinx.ext.graphviz',
+	'myst_parser',
+]
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']
@@ -56,8 +58,8 @@ templates_path = ['_templates']
 # The suffix(es) of source filenames.
 # You can specify multiple suffix as a list of string:
 #
-# source_suffix = ['.rst', '.md']
-source_suffix = '.rst'
+source_suffix = ['.rst', '.md']
+# source_suffix = '.rst'
 
 # The master toctree document.
 master_doc = 'index'
diff --git a/doc/source/contributing.md b/doc/source/contributing.md
new file mode 100644
index 0000000000000000000000000000000000000000..55234409f2b6e30f6c9237cb8255ce97d72a440d
--- /dev/null
+++ b/doc/source/contributing.md
@@ -0,0 +1,100 @@
+# Contributing Workflow
+
+## Git Branching
+
+The `gstlal` team uses the standard git-branch-and-merge workflow, which has brief description
+at [GitLab](https://docs.gitlab.com/ee/gitlab-basics/feature_branch_workflow.html) and a full description
+at [BitBucket](https://www.atlassian.com/git/tutorials/comparing-workflows/feature-branch-workflow). As depicted below,
+the workflow involves the creation of new branches for changes, the review of those branches through the Merge Request
+process, and then the merging of the new changes into the main branch.
+
+![git-flow](_static/img/git-flow.png)
+
+### Git Workflow
+
+In general the steps for working with feature branches are:
+
+1. Create a new branch from master: `git checkout -b feature-short-desc`
+1. Edit code (and tests)
+1. Commit changes: `git commit . -m "comment"`
+1. Push branch: `git push origin feature-short-desc`
+1. Create merge request on GitLab
+
+## Merge Requests
+
+### Creating a Merge Request
+
+Once you push feature branch, GitLab will prompt on gstlal repo [home page](). Click “Create Merge Request”, or you can
+also go to the branches page (Repository > Branches) and select “Merge Request” next to your branch.
+
+![mr-create](_static/img/mr-create.png)
+
+When creating a merge request:
+
+1. Add short, descriptive title
+1. Add description
+    - (Uses markdown .md-file style)
+    - Summary of additions / changes
+    - Describe any tests run (other than CI)
+1. Click “Create Merge Request”
+
+![mr-create](_static/img/mr-create-steps.png)
+
+### Collaborating on merge requests
+
+The Overview page give a general summary of the merge request, including:
+
+1. Link to other page to view changes in detail (read below)
+1. Code Review Request
+1. Test Suite Status
+1. Discussion History
+1. Commenting
+
+![mr-overview](_static/img/mr-overview.png)
+
+#### Leaving a Review
+
+The View Changes page gives a detailed look at the changes made on the feature branch, including:
+
+1. List of files changed
+1. Changes
+    - Red = removed
+    - Green = added
+1. Click to leave comment on line
+1. Choose “Start a review”
+
+![mr-changes](_static/img/mr-changes.png)
+
+After review started:
+
+1. comment pending
+1. Submit review
+
+![mr-changes](_static/img/mr-change-submit.png)
+
+#### Responding to Reviews
+
+Reply to code review comments as needed Use “Start a review” to submit all replies at once
+
+![mr-changes](_static/img/mr-respond.png)
+
+Resolve threads when discussion on a particular piece of code is complete
+
+![mr-changes](_static/img/mr-resolve.png)
+
+### Merging the Merge Request
+
+Merging:
+
+1. Check all tests passed
+1. Check all review comments resolved
+1. Check at least one review approval
+1. Before clicking “Merge”
+    - Check “Delete source branch”
+    - Check “Squash commits” if branch history not tidy
+1. Click “Merge”
+1. Celebrate
+
+![mr-merge](_static/img/mr-merge.png)
+
+
diff --git a/doc/source/contributing_docs.md b/doc/source/contributing_docs.md
new file mode 100644
index 0000000000000000000000000000000000000000..a470959e38fc903b831c235084d01ce1403225fb
--- /dev/null
+++ b/doc/source/contributing_docs.md
@@ -0,0 +1,17 @@
+# Contributing Documentation
+
+This guide assumes the reader has read the [Contribution workflow](contributing.md) for details about making changes to
+code within gstlal repo, since the documentation files are updated by a similar workflow.
+
+## Writing Documentation
+
+In general, the gstlal documentation uses [RestructuredText (rst)](https://docutils.sourceforge.io/rst.html) files
+ending in `.rst` or [Markdown](https://www.markdownguide.org/basic-syntax/) files ending in `.md`.
+
+The documentation files for gstlal are located under `gstlal/doc/source`. If you add a new page (doc file), make sure to
+reference it from the main index page.
+
+Useful Links:
+
+- [MyST Directive Syntax](https://myst-parser.readthedocs.io/en/latest/syntax/syntax.html#syntax-directives)
+
diff --git a/doc/source/index.rst b/doc/source/index.rst
index 9aad63ad6222b2e09ccbb16f52456b4d123a9b64..a40eed5e05434bf22831102baff69ec928654a35 100644
--- a/doc/source/index.rst
+++ b/doc/source/index.rst
@@ -39,6 +39,14 @@ The GstLAL software package is used for the following activities:
     workflow_config
     publications
 
+.. toctree::
+    :caption: Developer Guide
+    :maxdepth: 2
+
+    local_environment
+    contributing
+    contributing_docs
+
 .. toctree::
     :caption: API Reference
     :maxdepth: 2
diff --git a/doc/source/local_environment.md b/doc/source/local_environment.md
new file mode 100644
index 0000000000000000000000000000000000000000..2646b9a8b5f81d43820d629a7b7bbd2f3b27e10b
--- /dev/null
+++ b/doc/source/local_environment.md
@@ -0,0 +1,59 @@
+# Local Development Environment
+
+The local development workflow consists of a few key points:
+
+- Managed conda environments using [conda-flow](https://git.ligo.org/james.kennington/conda-flow)
+- Using integrated development environments (IDEs) like [PyCharm]()/[CLion]()
+- Running applications that can consume `gstlal`, like [Jupyter Notebook]()
+
+## Creating the environment
+
+Thanks to conda-flow, creating the environment is simple. Before we can use conda-flow, it must be installed. In
+whatever environment you prefer, install conda-flow from pip:
+
+```bash
+pip install conda-flow
+```
+
+Once conda-flow is installed, There are locked environment files contained within the gstlal repo under
+`gstlal/gstlal/share/conda/envs`. Using conda-flow, we can make sure the local development conda environment is built:
+
+```bash
+conda-flow activate -n gstlal-dev -c /path/to/gstlal/gstlal/share/conda/conda-flow.yml
+```
+
+## Activating the environment
+
+The `activate` command within conda-flow is done through subprocesses, and consequently will *not* affect the parent
+process, such as the shell from which conda-flow is called. This is done to prevent unintended side effects; however, it
+also means that unlike `conda activate`, `conda-flow activate` will not activate the environment inside the shell. If
+you wish to activate the environment inside the shell, run `conda activate gstlal-dev`.
+
+## Using Developer Tools
+
+To use an IDE to develop `gstlal`, you will first need to start your IDE from within the appropriate conda environment.
+For example, to launch the PyCharm IDE, run:
+
+```bash
+conda-flow activate -n gstlal-dev --run-after "open -na ""PyCharm.app""" -c /path/to/gstlal/gstlal/share/conda/conda-flow.yml
+```
+
+### Python Development
+
+Note that the python source modules are not in a typical pythonic package structure (due to use of GNU build for c code
+within gstlal). This can present problems with package indexing / imports in the IDE. The solution is to provide the IDE
+with a map of the proper import paths, which can be done via two ways:
+
+1. Build `gstlal` (or at least the python components) and add the build directory as a source directory in your IDE
+1. Create a new source directory full of symlinks to the source files with a structure that mimicks the import paths.
+   There is a utility for constructing such symlinks at `gstlal/gstlal/share/conda/dev_links.py`
+
+## Launching Applications
+
+Conda-flow is capable of running arbitrary commands after activating the environment in the subprocess which is useful
+for launching applications in a controlled way. For example, to run a jupyter notebook:
+
+```bash
+conda-flow activate -n gstlal-dev --run-after "jupyter notebook" -c /path/to/gstlal/gstlal/share/conda/conda-flow.yml
+```
+
diff --git a/gstlal/share/conda/dev_links.py b/gstlal/share/conda/dev_links.py
new file mode 100644
index 0000000000000000000000000000000000000000..67fa3ca83212540ca19d24d5e4e9d6d6190a2978
--- /dev/null
+++ b/gstlal/share/conda/dev_links.py
@@ -0,0 +1,55 @@
+"""Script for creating developer links - mostly for IDE support"""
+
+
+import pathlib
+import os
+
+
+CONDA_ROOT = pathlib.Path(__file__).parent
+REPO_ROOT = CONDA_ROOT.parent.parent.parent
+DEV_LINKS_DIR_NAME = 'devlinks'
+DEV_LINKS_ROOT = REPO_ROOT / DEV_LINKS_DIR_NAME / 'gstlal'
+GSTLAL_ROOT = REPO_ROOT / 'gstlal'
+GSTLAL_UGLY_ROOT = REPO_ROOT / 'gstlal-ugly'
+GSTLAL_BURST_ROOT = REPO_ROOT / 'gstlal-burst'
+GSTLAL_CALIBRATION_ROOT = REPO_ROOT / 'gstlal-calibration'
+GSTLAL_INSPIRAL_ROOT = REPO_ROOT / 'gstlal-inspiral'
+PYTHON_ROOTS = [r / 'python' for r in [
+	GSTLAL_ROOT,
+	GSTLAL_UGLY_ROOT,
+	GSTLAL_BURST_ROOT,
+	GSTLAL_CALIBRATION_ROOT,
+	GSTLAL_INSPIRAL_ROOT,
+]]
+FILE_SUFFIXES = ['py', 'la']
+
+def get_python_files(dir: pathlib.Path, suffix: str):
+	return dir.rglob('*.{}'.format(suffix))
+
+
+def make_mimic_links(files: list, src_root: pathlib.Path, dest_root: pathlib.Path):
+	if not dest_root.exists():
+		dest_root.mkdir(parents=True, exist_ok=True)
+
+	for f in files:
+		relative_path = f.relative_to(src_root)
+		dest_path = dest_root / relative_path
+
+		if f.parent != src_root: # have subdirs
+			dest_path.parent.mkdir(parents=True, exist_ok=True)
+
+		if not dest_path.exists():
+			os.symlink(f.as_posix(), dest_path.as_posix())
+
+
+def main():
+	for r in PYTHON_ROOTS:
+		for s in FILE_SUFFIXES:
+			files = get_python_files(r, s)
+			make_mimic_links(files, r, DEV_LINKS_ROOT)
+
+
+if __name__ == '__main__':
+	main()
+
+
diff --git a/gstlal/share/conda/envs/base/gstlal-docs-linux-64.yml b/gstlal/share/conda/envs/base/gstlal-docs-linux-64.yml
new file mode 100644
index 0000000000000000000000000000000000000000..6c1ad8bbceafed45116418f8d6e3996268bb2668
--- /dev/null
+++ b/gstlal/share/conda/envs/base/gstlal-docs-linux-64.yml
@@ -0,0 +1,49 @@
+channels:
+  - conda-forge
+dependencies:
+  - 'python > 3.6'
+  - automake
+  - c-compiler
+  - cxx-compiler
+  - doxygen
+  - fftw
+  - fortran-compiler
+  - gds-lsmp
+  - gds-framexmit
+  - gobject-introspection
+  - graphviz
+  - gsl
+  - gstreamer
+  - gstreamer-orc
+  - gst-python
+  - gst-plugins-base
+  - gst-plugins-good
+  - gwdatafind
+  - 'h5py < 3.0'
+  - lalapps
+  - ldas-tools-framecpp
+  - libframe
+  - libtool
+  - ligo-gracedb
+  - ligo-scald
+  - ligo-segments
+  - make
+  - 'matplotlib-base < 3.0'
+  - myst-parser
+  - nds2-client
+  - 'numpy < 1.20'
+  - pandas
+  - pkg-config
+  - pluggy
+  - pyfftw
+  - 'pygobject < 3.29'
+  - python-avahi
+  - python-confluent-kafka
+  - python-htcondor
+  - python-lalburst
+  - python-lalinspiral
+  - python-lalsimulation
+  - python-ligo-lw
+  - scipy
+  - 'sphinx < 3.0'
+  - sphinx_rtd_theme
diff --git a/gstlal/share/conda/envs/base/gstlal-docs-osx-64.yml b/gstlal/share/conda/envs/base/gstlal-docs-osx-64.yml
new file mode 100644
index 0000000000000000000000000000000000000000..1dba6003628ca96c4e200f053c741f869fa7e0c5
--- /dev/null
+++ b/gstlal/share/conda/envs/base/gstlal-docs-osx-64.yml
@@ -0,0 +1,51 @@
+channels:
+  - conda-forge
+dependencies:
+  - 'python > 3.6'
+  - automake
+  - c-compiler
+  - cxx-compiler
+  - doxygen
+  - fftw
+  - fortran-compiler
+# The below gds dependencies have been commented out until an issue with gds on osx-64 can be
+# resolved. See issue for status: https://git.ligo.org/lscsoft/gstlal/-/issues/72
+#  - gds-lsmp
+#  - gds-framexmit
+  - gobject-introspection
+  - graphviz
+  - gsl
+  - gstreamer
+  - gstreamer-orc
+  - gst-python
+  - gst-plugins-base
+  - gst-plugins-good
+  - gwdatafind
+  - 'h5py < 3.0'
+  - lalapps
+  - ldas-tools-framecpp
+  - libframe
+  - libtool
+  - ligo-gracedb
+  - ligo-scald
+  - ligo-segments
+  - make
+  - 'matplotlib-base < 3.0'
+  - myst-parser
+  - nds2-client
+  - 'numpy < 1.20'
+  - pandas
+  - pkg-config
+  - pluggy
+  - pyfftw
+  - 'pygobject < 3.29'
+  - python-avahi
+  - python-confluent-kafka
+  - python-lalburst
+  - python-lalinspiral
+  - python-lalsimulation
+  - python-ligo-lw
+  - scipy
+  - sed
+  - 'sphinx < 3.0'
+  - sphinx_rtd_theme
diff --git a/gstlal/share/conda/envs/lock/gstlal-docs-linux-64.lock b/gstlal/share/conda/envs/lock/gstlal-docs-linux-64.lock
new file mode 100644
index 0000000000000000000000000000000000000000..04ab3e46832f98bc1adb789d44a88ff4f0486169
--- /dev/null
+++ b/gstlal/share/conda/envs/lock/gstlal-docs-linux-64.lock
@@ -0,0 +1,275 @@
+# Generated by conda-lock.
+# platform: linux-64
+# env_hash: 87eef5bfc6085dd9cbaab145e74ed177537702568c588373886fc12e6a663d0f
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
+https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2021.5.30-ha878542_0.tar.bz2#6a777890e94194dc94a29a76d2a7e721
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2#0c96522c6bdaed4b1566d11387caaf45
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2#34893075a5c9e55cdafac56607368fc6
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2#4d59c254e01d9cde7957100457e2d5fb
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-hab24e00_0.tar.bz2#19410c3df09dfb12d1206132a1d357c5
+https://conda.anaconda.org/conda-forge/linux-64/gsoap_abi-2.8.110-ha770c72_0.tar.bz2#bb3f3ab2281c194e153204263c92650a
+https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-2.6.32-he073ed8_14.tar.bz2#40c41dffc04c17136f02498538db1d2b
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.36.1-hea4e1c9_2.tar.bz2#bd4f2e711b39af170e7ff15163fe87ee
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-devel_linux-64-9.4.0-hd854feb_8.tar.bz2#53f3d06d5c073dfd908416825bcd461a
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-11.1.0-h6c583b3_8.tar.bz2#478b6358c5d08b7e133a5da71c5c81bd
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-devel_linux-64-9.4.0-hd854feb_8.tar.bz2#8deec1dee58a9721e9d152e130ecdd0e
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-11.1.0-h56837e0_8.tar.bz2#930957b6bff66cfd539ada080c5ca3e8
+https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2#f766549260d6815b0c52253f1fb1bb29
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-11.1.0-h69a702a_8.tar.bz2#7bacab270c077a054525e8afe29feaa9
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diff --git a/gstlal/share/conda/envs/lock/gstlal-docs-osx-64.lock b/gstlal/share/conda/envs/lock/gstlal-docs-osx-64.lock
new file mode 100644
index 0000000000000000000000000000000000000000..77c83792e200208f287d6816b647f3fb27395b35
--- /dev/null
+++ b/gstlal/share/conda/envs/lock/gstlal-docs-osx-64.lock
@@ -0,0 +1,249 @@
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