diff --git a/development-updates.md b/development-updates.md
index d335920..695671e 100644
--- a/development-updates.md
+++ b/development-updates.md
@@ -201,7 +201,7 @@ The final weeks of the cohort should mark the finalization of your project. Subm
 | [Daniel](https://github.com/danielrachi)                       | [Final dev update](https://hackmd.io/@danielrachi/HynEJ9Em6)                                                            |                                                                                                                                                                                        |
 | [Dragan](https://github.com/dragan2234)                        | [Final dev update](https://hackmd.io/@gagadrupal/HkrsAGCEp)                                                             | [Presentation](https://app.streameth.org/devconnect/epf_day/session/verkle_tries_in_circuit)                                                                                           |
 | [Eitan](https://github.com/eserilev)                           | [Final Dev Update](https://hackmd.io/@uncle-bill/ryraMoP7a)                                                             |                                                                                                                                                                                        |
-| [Ella](https://github.com/0xfmoi)                              | [Final Update 17](https://hackmd.io/@xfmoi/B1ep19FKh)                                                               |                                                                                                                                                                                        |
+| [Ella](https://github.com/0xfmoi)                              | [Final Update 17](https://hackmd.io/@xfmoi/B1ep19FKh)                                                               |                                                                                                                                                                                            |
 | [Eniko](github.com/eenagy)                                     |                                                                                                                         |                                                                                                                                                                                        |
 | [Filip Siroky](https://github.com/fisiroky)                    |                                                                                                                         |                                                                                                                                                                                        |
 | [Gaston Zanitti](https://github.com/gzanitti)       up         | [Final update](https://hackmd.io/@TUEUJz7sSNWrQVL6mMzjSA/BkplH0mE6)                                                     | [Presentation](https://github.com/gzanitti/cohort-four/blob/master/notes/gzanitti/EPF-Final.pdf)                                                                                       |
@@ -227,7 +227,7 @@ The final weeks of the cohort should mark the finalization of your project. Subm
 | [Nitanshu](https://github.com/nlok5923)                        |                                                                                                                         |                                                                                                                                                                                        |
 | [Norbert](https://github.com/vadasnorbert)                     | [Final Update](https://hackmd.io/@norbertvadas/B1hjz8k4a)                                                               |                                                                                                                                                                                        |
 | [Oluwafemi Alofe](https://github.com/alofeoluwafemi)           |                                                                                                                         |                                                                                                                                                                                        |
-| [Paul-Henry Kajfasz](https://github.com/phklive)               |                                                                                                                         | [Presentation](./notes/presentation_lambda_elixir_consensus_client.pdf)                                                                                                                |
+| [Paul-Henry Kajfasz](https://github.com/phklive)               | [Final Update](https://hackmd.io/@phklive/Sy4INWUBT)                                                                                                                        | [Presentation](./notes/presentation_lambda_elixir_consensus_client.pdf)                                                            |
 | [Pat Stiles](https://github.com/PatStiles)                     |                                                                                                                         |                                                                                                                                                                                        |
 | [Rachit](https://github.com/rachit77)                          |                                                                                                                         |                                                                                                                                                                                        |
 | [Rado](https://github.com/radkomih/)                           |                                                                                                                         |                                                                                                                                                                                        |
diff --git a/notes/phklive.md b/notes/phklive.md
index 0e1b409..4f2c4eb 100644
--- a/notes/phklive.md
+++ b/notes/phklive.md
@@ -33,4 +33,5 @@ See you on the other side 🌌
 - [EPF Report: Weeks 10 & 11 - Mastering the state transition function](https://hackmd.io/@phklive/SytkOPcbT)
 - [EPF Report: Weeks 12 & 13 - Implementing State Transition and Onboarding new developers](https://hackmd.io/@phklive/rJo-hPsm6)
 - [EPF Report: Weeks 14 & 15 - State Transition, DevConnect preparation and traveling](https://hackmd.io/@phklive/HkQanPsQ6)
-- [EPF Report: Weeks 16 & 17 - Insights from ZuConnect, DevConnect, and EPF Day](https://hackmd.io/@phklive/r1gfny_sQ6)
\ No newline at end of file
+- [EPF Report: Weeks 16 & 17 - Insights from ZuConnect, DevConnect, and EPF Day](https://hackmd.io/@phklive/r1gfny_sQ6)
+- [EPF Report: Final update - Behind the mountain, let's build the future together](https://hackmd.io/@phklive/Sy4INWUBT)