diff --git a/README.md b/README.md
index 5cb9bff0..952bab19 100644
--- a/README.md
+++ b/README.md
@@ -221,8 +221,7 @@ or in files and directories that by the nature of the rule should be exempted.
 **NOTE:** This is only available starting from v2.7.0 of the `elm-review` CLI onwards, which at the time of writing is in a beta version.
 Run `npm install elm-review@beta` to start using this. Please provide feedback on any of aspect of the feature, so that we can get this out of beta.
 
-`elm-review` supports temporarily 
-The second system is the **temporarily suppressed** errors system, which aims to help you gradually adopt rules that
+`elm-review` has a system to temporarily suppressed errors which aims to help you gradually adopt rules that
 report many errors in your project without having you fix all the issues beforehand.
 
 Running `elm-review suppress` will generate one JSON file in `review/suppressed/` (in your review configuration) for
@@ -241,7 +240,9 @@ While you can run the `suppress` command to ignore newly reported errors, please
 allow enabling rules while there are errors remaining and to have these fixed incrementally, not to make it easier to
 ignore errors.
 
-Use `elm-review suppress --help` to start using this.
+Use `elm-review suppress --help` to start using this, and read more about the
+[design choices](https://github.com/jfmengels/elm-review/blob/master/documentation/design/suppress.md) that went into
+the feature.
 
 Note that to avoid uncommitted suppression files in your project's main branch, it is recommended to use
 `elm-review suppress --check-after-tests` at the end of your test suite.
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diff --git a/documentation/design/suppress.md b/documentation/design/suppress.md
new file mode 100644
index 00000000..038278fa
--- /dev/null
+++ b/documentation/design/suppress.md
@@ -0,0 +1,181 @@
+# elm-review suppress
+
+This feature comes from the frustration that it can be hard to a new rule. There are two choices when attempting to do so:
+1. Fix all reported errors before enabling the rule. This means potentially a lot of work and/or delaying enabling the rule, which can cause new errors to be introduced in the meantime.
+2. Enable the rule, but ignore the errors for the files that are being reported.
+
+The suppression system aims to fix this problem.
+
+There are several ways to implement this, and different tools have chosen different strategies. This document outlines
+what I believed to be important in my opinion, and therefore why `suppress` works the way it does. There are a lot of
+trade-offs involved, so it does not get full marks everywhere, but overall I believe works pretty nicely.
+
+### Make it easy to discern between purposefully ignored errors and temporarily suppressed errors.
+
+This is one of the main goals of the feature. I don't think there's too much to say, except that we know have a
+different system for each:
+- `ignoreRule*` for the purposefully ignored errors
+- the suppression system for temporarily suppressed errors
+
+
+### Make it hard to introduce new errors
+
+`elm-review` has always been very strict about requiring fixing errors that get reported (compared to tools with
+[disable comments](https://jfmengels.net/disable-comments/)), and I'd like it to stay that way.
+
+Before the suppression system, we were using the `ignoreRule*` functions for temporarily ignoring some errors,
+but one of its problems was that it was possible for errors to be introduced.
+
+The way that this feature is designed, it is at most possible to exchange an error for a rule and file with
+a different error for the same rule and the same file.
+
+I don't like that it's now easier than ever to add new suppressions, but I don't think there's a way around that.
+
+
+### Make it painless to fix errors
+
+Fixing errors is ultimately what needs to be done. I want this to be as painless as possible.
+
+This translates to the following in practice:
+- Running `elm-review` when you have fixed some errors (and no outstanding errors) will automatically update the
+suppression files.
+
+Without doing that, I foresee that the workflow would be something like the following:
+- Run `npm test` (which contains `elm-review`)
+- Wait for `elm-review` to fail the test suite because you fixed stuff
+- Run `elm-review` with a special flag that updates the suppression files
+- Run `npm test` again because you still don't know if the rest of the suite passes
+- Commit and push
+
+With the workflow above, fixing errors may feel like a punishment (it sounds like that to me), and I imagine that people
+will avoid fixing issues to avoid having to go through all of this.
+
+Instead, with the current workflow, it will more look like this:
+- Run `npm test`, and suppression files get updated automatically
+- At the end of your test suite, if you're running `elm-review suppress --check-after-tests`,
+  you are kindly asked to commit, but also notified that you don't need to run the entire suite again, since all tests passed
+- Commit and push
+
+The downsides of this approach that I can _imagine_:
+- People forget to run `elm-review` and/or to commit their suppression files, which cause future unrelated PRs from including this change because they did run `elm-review`.
+That's what `--check-after-tests` is for, and I hope that fixes the issue.
+- People get surprised by files being updated. That's fair, but it's not too hard to let people know I'd say? 🤷
+- People want to undo their changes, and therefore also undo the changes to the suppression files. Also fair, but nothing
+that `git restore HEAD review/suppressed` can't solve (and it's not too hard to teach? 🤷).
+
+When balancing these up and downsides, I consider this to be the superior approach.
+
+
+### Make it easy to have an overview of suppressed errors
+
+Having suppressed errors are nice and easy, but at some point they need to be fixed, and that will likely need some
+manual work. Once someone decides to tackle the issues, they need to be able to decide how and where to get
+started, meaning they need to have some kind of overview.
+
+I decided to make the suppression files be formatted in a way that give an easy overview.
+- Want to know what rules were suppressed? Look at the names of the files in `review/suppressed/`.
+- Want to know in what files rule X was suppressed? Look at the related file.
+- Want to tackle one of the files? Choose the first or the last one, depending on how you prefer tackling these,
+  as they are sorted from the most to the least suppressed errors.
+- Want to tackle file Y? Delete the line manually (easy!), and now those errors will be reported.
+
+I could have chosen to have the overview be done through CLI subcommands, and I'm not opposed to having that as well if there
+is useful information we can compile for the user, but having it in a file makes it accessible (you can look at it on
+GitHub, even see the history), and even actionable (removing suppressions for a file).
+
+
+### Make it easy to go fix errors
+
+A bit similar to the previous goal, but more about giving you the tools to do the job.
+
+This translates to the following in practice:
+- Being able to change the suppression files (as seen before)
+- Several CLI flags to report the suppressed errors: `--unsuppress` and `--unsuppress-rules`
+- The rest of the CLI flags working nicely with this system
+  - Running with `--fix` and `--fix-all` give you automatic fix proposals if the errors are unsuppressed (manually or not)
+  - Running with `--watch` automatically update the suppression files continuously
+
+I think that editors will make this especially nice, which is why `elm-review`
+[provides other tooling](https://github.com/jfmengels/node-elm-review/blob/master/documentation/tooling-integration.md)
+with all the necessary information to lead users towards doing the right thing.
+
+
+### Make it easy to see when more errors get suppressed
+
+One drawback of this system is that it makes it _too_ easy to ignore new errors, and I don't want that to become easy.
+When this happens, I want to push the team to at least have a discussion about whether this suppression makes sense or
+if it was the developer being unnecessarily lazy.
+
+This translates to the following in practice:
+- A new line shows up in the Git diff, or the count in a line shows up as higher than before in the diff.
+
+I believe that the most important information here is what rule was suppressed, which would be visible in the diff.
+Seeing a teammate ignore `NoUnused.Variables` can be brushed off easily, but noticing them ignore `NoLeakingSecretKeys`
+will likely start a discussion.
+
+This could be improved by having the suppressed error (message, details, position, ...) in the suppressed files, as the
+diff would make it clear what new error was suppressed, but that would make the suppression more fragile.
+I think that the rule name is in general enough. Also, the files would become humongous with all that information.
+
+
+### Celebrate fixing errors
+
+I am always happy when I see that I or someone fixed `elm-review` issues, and I want to celebrate that effort or happy accident,
+which I think/hope will make people more inclined to fix issues.
+
+This translates to the following in practice:
+- In the CLI, there is a message saying when you fixed errors.
+- In the diff of a PR, you see a difference. It's best visible when all the errors for a rule and file have been fixed.
+
+
+### Have consistent results
+
+Just like pure functions are simple and predictable, I want `elm-review` to feel the same way.
+So if you have the same input (project), you should get the same output (reported errors).
+
+(Ok, with the automatically updating of suppression files, maybe we can consider that `elm-review` has a side effect...)
+
+
+This mostly comes down to the handling of time. [`ember-template-lint`](https://github.com/ember-template-lint/ember-template-lint) has an interesting feature of
+suppressing errors for a certain duration, before being reported [as warnings](https://github.com/jfmengels/elm-review/blob/master/documentation/design/severity-levels.md),
+and before being reported as errors after some more time.
+
+While I agree that it may push people towards fixing reported problems, I don't think it
+works out (I have asked some users, but not tried it out myself though), and I imagine the following problems:
+- The CI for the main branch suddenly breaks because warnings have been ignored for too long (no ownership was given) and blocks everyone
+- Reported problems get snoozed like alarm clocks do, because they don't appear at a good time
+- People get used to snoozing/suppressing errors, and they do it more and more when it feels easier to do so
+- People wait until warnings show up to fix them, instead of actively tackling them (may still be better than in `elm-review`'s approach though, who knows)
+- The project has been untouched for a while, and now running the test suite reports a bunch of errors that I need to fix, or suppress again
+If I'm new to the project, I may not know that it's possible (or culturally acceptable) to re-suppress errors
+
+Side-note on `ember-template-lint`'s approach: because the location (~line number) is part of the hash (see next section),
+when you move the problematic code (by adding an unrelated import at the top of the file), you need to re-generate the
+suppressions (or fix them), resetting the time it will take before the problem will be reported as a warning. Meaning that for files
+that get changed a lot, it may take a very long time before the errors show up through the postponing mechanism.
+
+
+### Avoid Git conflicts
+
+I want to avoid having the changes in suppression files from causing Git conflicts.
+
+This translates to the following in practice:
+- Each file is on its own line. 
+
+This is probably one of the least successful goals. Suggestions to improve this are welcome.
+
+[`ember-template-lint`](https://github.com/ember-template-lint/ember-template-lint) pushed this goal very far, making
+suppressed error (they named them "todo") have their own file, hashed by the contents of the file (which contains error location
+and suppression time, meaning it's unique in practice).
+
+The downside I see in this approach is that it makes it really hard to have an overview of the suppressed errors left to
+fix. The hash that changes at every generation of the error suppressions also defeats the consistent results goal.
+
+
+---
+
+
+PS: I hope you know, but it is not my intention to bash on the `ember-template-lint` project and choices.
+I compare the approach against theirs because they have made courageous and interesting choices,
+and because they're one of the few projects out there with a similar feature ❤,
+but I want to make it clear why I didn't end up making the same choices that they did.
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