diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9428e4e09..c23f11a3f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,38 +9,38 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 * The `JuliaHub.authenticate` function now supports a two-argument form, where you can pass the JuliaHub token in directly, bypassing interactive authentication. ([#58])
 * The `JuliaHub.submit_job` function now allows submitting jobs that expose ports (via the `expose` argument). Related to that, the new `JuliaHub.request` function offers a simple interface for constructing authenticated HTTP.jl requests against the job, and the domain name of the job can be accessed via the new `.hostname` property of the `Job` object. ([#14], [#52])
 
-## Version v0.1.10 - 2024-05-31
+## Version [v0.1.10] - 2024-05-31
 
 ### Changed
 
 * When submitting an appbundle with the two-argument `JuliaHub.appbundle(bundle_directory, codefile)` method, JuliaHub.jl now ensures that `@__DIR__` `@__FILE`, and `include()` in the user code now work correctly. There is a subtle behavior change due to this, where now the user script _must_ be present within the uploaded appbundle tarball (previously it was possible to use a file that would get filtered out by `.juliabundleignore`). ([#37], [[#53]])
 
-## Version v0.1.9 - 2024-03-13
+## Version [v0.1.9] - 2024-03-13
 
 ### Fixed
 
 * `JuliaHub.nodespec` now correctly prioritizes the GPU, CPU, and memory counts, rather than the hourly price, when picking a "smallest node for a given spec". ([#49])
 
-## Version v0.1.8 - 2024-02-21
+## Version [v0.1.8] - 2024-02-21
 
 ### Added
 
 * The progress output printing in `JuliaHub.upload_dataset` can now be disabled by setting `progress=false`. ([#48])
 
-## Version v0.1.7 - 2024-01-22
+## Version [v0.1.7] - 2024-01-22
 
 ### Fixed
 
 * `JuliaHub.datasets` and `JuliaHub.dataset` now handle problematic backend responses more gracefully. ([#46])
 
-## Version v0.1.6 - 2023-11-27
+## Version [v0.1.6] - 2023-11-27
 
 ### Fixed
 
 * `JuliaHub.appbundle`, when it has to generate a `Project.toml` file, now correctly includes it in the appbundle tarball. ([#44])
 * `JuliaHub.appbundle` now works with relative paths such as `"."`. ([#44])
 
-## Version v0.1.5 - 2023-09-27
+## Version [v0.1.5] - 2023-09-27
 
 ### Added
 
@@ -52,13 +52,13 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 * `JuliaHub.applications()` no longer throws a type error when the user has no registered and user applications. ([#33])
 * Fixed the `show(io, x)` methods for `ComputeConfig` and `NodeSpec`. ([#34])
 
-## Version v0.1.4 - 2023-08-21
+## Version [v0.1.4] - 2023-08-21
 
 ### Fixed
 
 * `upload_dataset` and `download_dataset` no longer use the deprecated do-syntax to call the `rclone` binary. ([#18])
 
-## Version v0.1.3 - 2023-07-17
+## Version [v0.1.3] - 2023-07-17
 
 ### Changed
 
@@ -73,13 +73,13 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 
 * The test suite now runs successfully when the package is `Pkg.add`ed and the package files have only read-only permissions. ([#11])
 
-## Version v0.1.2 - 2023-06-26
+## Version [v0.1.2] - 2023-06-26
 
 ### Fixed
 
 * If TimeZones.jl fails to determine the system's timezone, JuliaHub.jl now gracefully falls back to UTC to represent dates and times. ([#7])
 
-## Version v0.1.1 - 2023-06-24
+## Version [v0.1.1] - 2023-06-24
 
 ### Changed
 
@@ -91,13 +91,24 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 * Information about dataset versions can now be accessed via the the `.versions` property of a `Dataset` object. ([#2])
 * The automatic backend API version detection is now more reliable in some edge cases. ([#1])
 
-## Version v0.1.0 - 2023-06-20
+## Version [v0.1.0] - 2023-06-20
 
 Initial package release.
 
 
 <!-- Links generated by Changelog.jl -->
 
+[v0.1.0]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.0
+[v0.1.1]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.1
+[v0.1.2]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.2
+[v0.1.3]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.3
+[v0.1.4]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.4
+[v0.1.5]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.5
+[v0.1.6]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.6
+[v0.1.7]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.7
+[v0.1.8]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.8
+[v0.1.9]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.9
+[v0.1.10]: https://github.com/JuliaComputing/JuliaHub.jl/releases/tag/v0.1.10
 [#1]: https://github.com/JuliaComputing/JuliaHub.jl/issues/1
 [#2]: https://github.com/JuliaComputing/JuliaHub.jl/issues/2
 [#3]: https://github.com/JuliaComputing/JuliaHub.jl/issues/3