diff --git a/README.md b/README.md
index c1b953a4f..6a824d07d 100644
--- a/README.md
+++ b/README.md
@@ -26,43 +26,8 @@ The full continuous integration tests can be run with:
 
     bin/ci
 
-## Working with AI features
-
-To work on AI features you need the OpenAI API key stored in the development's credentials file. To decrypt the credentials,
-you need place the key in a file `config/credentials/development.key`. You can copy the file from One Password in
-"Fizzy - development.key".
-
-To get semantic searches working for existing data you need to calculate all the vector embeds:
-
-```ruby
-Card.find_each(&:refresh_search_embedding)
-Comment.find_each(&:refresh_search_embedding)
-```
-
 ### Tests
 
-#### AI Requests
-
-For testing OpenAI API requests, we use [VCR](https://github.com/vcr/vcr). If you want to test AI features exercising the API, you need to place the `config/credentials/test.key`
-that you can get from 1Password in "Fizzy - test.key". Then, when running tests that use Open AI API, you must either set the env variable `VCR_RECORD=1`
-or to add `vcr_record!` to the test. See `VcrTestHelper`. Due to Open AI quotas, you may need to limit the parallelization. E.g: `PARALLEL_WORKERS=2`
-
-You can regenerate all the VCR fixtures with:
-
-```bash
-VCR_RECORD=1 PARALLEL_WORKERS=2 bin/rails test
-```
-
-A typical scenario is making modifications LLM prompts. You need to:
-
-1. Make the prompt changes.
-2. Run the test with `VCR_RECORD=1` set. This will let the test make the actual network requests and record the responses as VCR fixtures.
-3. Make sure that the test passes by running the test normally (without setting VCR_RECORD=1).
-4. Commit the YML fixtures that VCR has generated. That way, the next time you run the test, it will run fast without performing any request.
-
-Notice that if you pass changing data to the prompt, this mechanism won't work. E.g: if you pass data timestamps.
-You need to make sure those timestamps are always the same across executions.
-
 ### Outbound Emails
 
 #### Development