diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d2b2626..769a809 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,6 +13,9 @@ build:
     - if: '$CI_COMMIT_BRANCH == "master"'
 
 staging:
+  cache:
+    paths:
+      - _freeze
   stage: deploy
   image: ${CI_REGISTRY_IMAGE}:latest
   script:
diff --git a/posts/2018-09-12-how-to-export-fusion-360-files-to-other-file-types/index.qmd b/posts/2018-09-12-how-to-export-fusion-360-files-to-other-file-types/index.qmd
index e62e477..9c23197 100644
--- a/posts/2018-09-12-how-to-export-fusion-360-files-to-other-file-types/index.qmd
+++ b/posts/2018-09-12-how-to-export-fusion-360-files-to-other-file-types/index.qmd
@@ -9,6 +9,7 @@ categories:
   - 3D Printing
 creative_commons: CC BY
 image: banner.png
+freeze: true
 ---
 
 
diff --git a/posts/2021-04-01-air-propulsion-simulation/index.qmd b/posts/2021-04-01-air-propulsion-simulation/index.qmd
index 95dbec0..92f9ef8 100644
--- a/posts/2021-04-01-air-propulsion-simulation/index.qmd
+++ b/posts/2021-04-01-air-propulsion-simulation/index.qmd
@@ -19,6 +19,7 @@ format:
     code-fold: false
 execute:
   output: false
+freeze: true
 ---
 
 For Capstone my team was tasked with designing a system capable of moving mining equipment and materials around the surface of the Moon using a propulsive landing. The system had to be tested on Earth with something feasible for our team to build in 2 semesters. One of the first considerations my capstone advisor wanted was to test the feasibility of an air propulsion system instead of the obvious solution that of using solid rocket motors. This document is just _napkin math_ to determine if the system is even feasibly and is not meant to be a rigorous study of an air propulsion system that would easily keep a capstone team busy by itself. 
diff --git a/posts/2021-04-14-iss-eclipse-determination/index.qmd b/posts/2021-04-14-iss-eclipse-determination/index.qmd
index e3b1893..23e5568 100644
--- a/posts/2021-04-14-iss-eclipse-determination/index.qmd
+++ b/posts/2021-04-14-iss-eclipse-determination/index.qmd
@@ -17,6 +17,7 @@ format:
 kernel:
   id: julia-1.4
   project: ../../
+freeze: true
 ---
 
 Determining the eclipses a satellite will encounter is a major driving factor when designing a mission in space. Thermal and power budgets have to be made with the fact that a satellite will periodically be in the complete darkness of space where it will receive no solar radiation to power the solar panels and keep the spacecraft from freezing.
diff --git a/posts/2021-09-27-continuous-integration-and-systems-engineering/index.qmd b/posts/2021-09-27-continuous-integration-and-systems-engineering/index.qmd
index f1c6fe4..7e452fc 100644
--- a/posts/2021-09-27-continuous-integration-and-systems-engineering/index.qmd
+++ b/posts/2021-09-27-continuous-integration-and-systems-engineering/index.qmd
@@ -9,6 +9,7 @@ categories:
   - Systems Engineering
   - Capstone Assignment
   - University
+freeze: true
 ---
 
 ## The Problem
diff --git a/posts/2021-11-27-notes-on-nano/index.qmd b/posts/2021-11-27-notes-on-nano/index.qmd
index de2e20c..c55f42c 100644
--- a/posts/2021-11-27-notes-on-nano/index.qmd
+++ b/posts/2021-11-27-notes-on-nano/index.qmd
@@ -11,6 +11,7 @@ categories:
 bibliography: citations.bib
 creative_commons: CC BY
 image: banner.jpg
+freeze: true
 ---
 
 ## The Current State of Crypto
diff --git a/posts/2022-02-14-machine-learning-directed-study-report-1/index.qmd b/posts/2022-02-14-machine-learning-directed-study-report-1/index.qmd
index 7d6419c..c6c907a 100644
--- a/posts/2022-02-14-machine-learning-directed-study-report-1/index.qmd
+++ b/posts/2022-02-14-machine-learning-directed-study-report-1/index.qmd
@@ -11,6 +11,7 @@ categories:
   - University
 image: clusters.svg
 draft: false
+freeze: true
 ---
 
 ## Gathering Data
diff --git a/posts/2022-04-03-machine-learning-directed-study-report-2/index.qmd b/posts/2022-04-03-machine-learning-directed-study-report-2/index.qmd
index 6d9ed6d..c3355e4 100644
--- a/posts/2022-04-03-machine-learning-directed-study-report-2/index.qmd
+++ b/posts/2022-04-03-machine-learning-directed-study-report-2/index.qmd
@@ -12,6 +12,7 @@ categories:
   - University
 image: Figures/inertia3d.png
 draft: false
+freeze: true
 ---
 
 ## Gathering Data
diff --git a/posts/_metadata.yml b/posts/_metadata.yml
index f5e01f7..62edfe1 100644
--- a/posts/_metadata.yml
+++ b/posts/_metadata.yml
@@ -1,10 +1,3 @@
-# options specified here will apply to all posts in this folder
-
-# freeze computational output
-# (see https://quarto.org/docs/projects/code-execution.html#freeze)
-freeze: true
-
-# Enable banner style title blocks
 title-block-banner: true
 
 bibliography: ../citations.bib
@@ -15,4 +8,4 @@ author:
 license: "CC BY"
 copyright:
   holder: "Anson Biggs"
-  year: 2024
\ No newline at end of file
+  year: 2024