diff --git a/README.md b/README.md
index cbe4daa3..29276d86 100644
--- a/README.md
+++ b/README.md
@@ -82,7 +82,7 @@ CodiumAI `PR-Agent` is an open-source tool aiming to help developers review PRs
| | Adaptive and token-aware
file patch fitting | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Incremental PR Review | :white_check_mark: | | |
-Examples for invoking the different tools via the [CLI](#quickstart):
+Examples for invoking the different tools via the CLI:
- **Review**: python cli.py --pr-url= review
- **Describe**: python cli.py --pr-url= describe
- **Improve**: python cli.py --pr-url= improve
@@ -99,7 +99,7 @@ Try GPT-4 powered PR-Agent on your public GitHub repository for free. Just menti

-To set up your own PR-Agent, see the [Quickstart](#Quickstart) section
+To set up your own PR-Agent, see the [Installation](#installation) section
---