diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8eaf1b84..faba4013 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -28,17 +28,17 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.
 
 ### Added
 
-- Add `PyString::data()` to access the raw bytes stored in a Python string. [#1794](https://github.com/PyO3/pyo3/issues/1794)
+- Add `PyString::data()` to access the raw bytes stored in a Python string. [#1794](https://github.com/PyO3/pyo3/pull/1794)
 
 ### Fixed
 
-- Raise `AttributeError` to avoid panic when calling `del` on a `#[setter]` defined class property. [#1779](https://github.com/PyO3/pyo3/issues/1779)
+- Raise `AttributeError` to avoid panic when calling `del` on a `#[setter]` defined class property. [#1779](https://github.com/PyO3/pyo3/pull/1779)
 - Restrict FFI definitions `PyGILState_Check` and `Py_tracefunc` to the unlimited API. [#1787](https://github.com/PyO3/pyo3/pull/1787)
 - Add missing `_type` field to `PyStatus` struct definition. [#1791](https://github.com/PyO3/pyo3/pull/1791)
 - Reduce lower bound `num-complex` optional dependency to support interop with `rust-numpy` and `ndarray` when building with the MSRV of 1.41 [#1799](https://github.com/PyO3/pyo3/pull/1799)
 - Fix memory leak in `Python::run_code`. [#1806](https://github.com/PyO3/pyo3/pull/1806)
 - Fix memory leak in `PyModule::from_code`. [#1810](https://github.com/PyO3/pyo3/pull/1810)
-- Remove use of `pyo3::` in `pyo3::types::datetime` which broke builds using `-Z avoid-dev-deps` [#1811](https://github.com/PyO3/pyo3/issues/1811)
+- Remove use of `pyo3::` in `pyo3::types::datetime` which broke builds using `-Z avoid-dev-deps` [#1811](https://github.com/PyO3/pyo3/pull/1811)
 
 ## [0.14.2] - 2021-08-09