diff --git a/.github/actions/spelling/allow.txt b/.github/actions/spelling/allow.txt
index 3ecb82bc2ee..1fd101542fa 100644
--- a/.github/actions/spelling/allow.txt
+++ b/.github/actions/spelling/allow.txt
@@ -15,12 +15,7 @@ APSTUDIO
 ASF
 ASML
 AUVs
-Adhaar
-Adidas
-Akihiro
-Akkaoui
 Aktu
-Aniston
 Aphone
 Arborio
 Arepa
@@ -29,31 +24,23 @@ Arsan
 Artsakh
 Ashish
 Aspeed
-Atticus
-Autechre
 Autorater
 BIKBEAR
 BITCODE
 BYOR
-Baggins
-Bao
-Beckham
 Benno
 Bettes
 Biden
 Bigtable
 Bitcoin
 Borregas
-Borthwick
 Borussia
 Bottas
 Boyz
-Breazeal
 Broadoak
 Brusdar
 Btn
 Buckleys
-Buffay
 CALIPSO
 CAMQAA
 CHECKOV
@@ -71,17 +58,11 @@ CUCUONAR
 CVD
 CWLEY
 CZE
-Caitlyn
 Caprese
-Carreras
 Chocolat
-Codelab
-Codey
 Codicote
-Colab
 Colm
 Connectez
-Coursera
 Cowabunga
 Crossbody
 D'orsay
@@ -94,7 +75,6 @@ DRV
 DVDs
 DWMWA
 Daniil
-Dataform
 DeepEval
 Depatmint
 Dexin
@@ -136,18 +116,14 @@ FPDF
 FREDDIE
 FTPS
 Fangming
-Federer
 Feitian
-Feng
 Finvest
-Firestore
 Fishburne
 Flahs
 Flatform
 Flipkart
 Folmer
 Frodo
-Fujita
 GError
 GFile
 GKE
@@ -155,20 +131,16 @@ GObject
 GWLP
 Gabeira
 Gameplay
-Gandalf
 Gatace
 GenTwo
 Gfm
 Giancarlo
 Gisting
 Gleyber
-Glickman
 Gmb
 GmbH
 Godzilla
-Googlers
 Graterol
-Guardiola
 Gundogan
 HBox
 HDFC
@@ -186,21 +158,17 @@ HTT
 HTTH
 HVDC
 HZN
-Hadoop
 Hamamoto
-Hamblin
 Hamers
 Harvick
 Hawkins'll
 Hbf
-Hickson
 Hida
 Hikaru
 Hisaki
 Hmmm
 Hogwarts
 Homesley
-Hossain
 Hubmann
 Hyperdisk
 ICICI
@@ -214,17 +182,14 @@ ITDMs
 IVF
 Ilkay
 Iosif
-Isner
 J'aime
 JAVACMD
 JDK
 JHome
 JPY
-Jang
 Jax
 Jedi
 Jhamtani
-Jian
 Jibo
 Joji
 Jolyon
@@ -234,29 +199,22 @@ KNN
 KPIs
 KSA
 Kaelen
-Kaggle
 Kalamang
 Kamradt
 Kanagawa
-Katelyn
 Kaufmanns
 Kawagoe
 Keanu
-Keown
 Ketamine
 Khanh
-Kimi
 Kipchoge
-Knopf
-Kohli
-Koushik
 Kraizt
 Kubeflow
-Kudrow
 Kvyat
 Kylian
 L'avenir
 LCEL
+LEBRON
 LLMs
 LLa
 LMPA
@@ -268,9 +226,6 @@ LSum
 LTRB
 LUVBPTK
 Ladhak
-LangGraph
-Lego
-Leung
 Leventer
 Llion
 Loghub
@@ -280,6 +235,7 @@ Lottry
 MFU
 MICOA
 MLB
+MLOPs
 MMA
 MSCHF
 MSGSEND
@@ -303,7 +259,6 @@ Mirai
 Mitani
 Molaison
 Mookie
-Mosher
 Mvar
 NADPH
 NARI
@@ -325,14 +280,11 @@ Nagasu
 Nakoso
 Narnia
 Niitsuma
-Nintendo
 Nith
 Nominatim
-Noogler
 ODb
 OLAP
 OOTB
-Oberst
 Ohashi
 Ohtani
 Olgivanna
@@ -353,7 +305,6 @@ PPO
 PYINK
 Pakeman
 Paquete
-Parmar
 Pastra
 Pengyu
 Persero
@@ -363,12 +314,10 @@ Pharma
 Photoshop
 Pistorius
 Pranav
-Priyanka
 Pré
 Pzk
 QLo
 QPM
-Qwiklab
 Qwiklabs
 RAGAS
 REPOURL
@@ -386,15 +335,10 @@ Raikkonen
 Rajpurkar
 Reranking
 Resona
-Ricciardo
 Rizzoli
-Robben
 Robeco
 Robo
-Ronaldo
 Rosberg
-Rosso
-Rousey
 Ruchika
 SAOT
 SDKROOT
@@ -414,13 +358,11 @@ SUBLANG
 SWP
 SYMED
 SYSROOT
-Sagar
 Sahel
 Sauron
 Sca
 Schlenoff
 Schulen
-Schwimmer
 Selam
 Sestero
 Shazeer
@@ -429,7 +371,6 @@ Shklovsky
 Shohei
 Shubham
 Simpsons
-Siri
 Skaffold
 Sketchfab
 Smartbuy
@@ -468,11 +409,9 @@ Testables
 Tetsuo
 Tianli
 Tianxiang
-Tolkien
 Tongsheng
 Topolino
 Traceloop
-Trapp
 Tribbiani
 Tricyle
 UDF
@@ -500,7 +439,6 @@ Vandamm
 Vandoorne
 Vaswani
 Vayots
-Vergadia
 Verilog
 Ves
 Vesia
@@ -508,7 +446,6 @@ Vettel
 Vijay
 Virat
 Viru
-VirusTotal
 WAI
 WAU
 WDIR
@@ -516,7 +453,6 @@ WFH
 WNDCLASS
 WXGA
 Wakatipu
-Weaviate
 Wehn
 Wehrlein
 Welwyn
@@ -525,19 +461,15 @@ Womens
 XGA
 XSum
 XXE
-Xiang
 YAjjpd
 Youxi
 Yuxuan
 Yuzuru
 Zakarids
-Zhao
 Zhaohua
-Zhu
 Zijin
 Zom
 Zscaler
-Zuercher
 Zuv
 aadd
 aaxis
@@ -557,14 +489,11 @@ akka
 alisal
 alloydb
 antiword
-apikey
 apikeys
 apk
-appspot
 appuser
 apredict
 aquery
-arXiv
 arange
 aretrieve
 argmax
@@ -757,7 +686,6 @@ fts
 fulltext
 fullurl
 functiona
-funtion
 futur
 gapic
 gauff
@@ -832,6 +760,7 @@ imagefont
 imageno
 imagetext
 imdb
+importmap
 imread
 imshow
 imwrite
@@ -874,9 +803,7 @@ l'harmonie
 lakecolor
 landcolor
 landuse
-langchain
 langgraph
-lebron
 lego
 lenzing
 levelname
@@ -1086,7 +1013,6 @@ resil
 ribeye
 ricc
 ringspun
-roboto
 rpet
 rrf
 rsc
@@ -1099,7 +1025,6 @@ scattergl
 scidocs
 scifact
 scikit
-seaborn
 seatback
 selectbox
 selftext
@@ -1203,7 +1128,6 @@ vais
 vapo
 vectoral
 vectordb
-vertexai
 vesselin
 vnc
 voiceover
@@ -1227,7 +1151,6 @@ weightage
 welcom
 werden
 wght
-whatsapp
 wiffle
 wikipedia
 wil