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Subject:  Build a benchmark from your own local development environment 
From: Kaggle <no-reply@kaggle.com>
To: alvarochf@traceseis.com
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                    <td align=3Dcenter style=3D"padding: 0 0 0 0" width=3D6=
00px>
                      <img alt=3DKaggle border=3D0 src=3Dhttps://storage.go=
ogleapis.com/kaggle-media/Images/Kaggle_Blue.png alt=3D"=E2=80=9CKaggle=E2=
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spacing=3D0 width=3D600 role=3Dpresentation>
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                             =20
                       =20

                              <p style=3D"
                                  font-family: &#39;Inter&#39;, sans-serif;
                                  font-weight: 500;
                                  font-size: 16px;
                                  color: #3c4043;
                                  letter-spacing: -0.02px;
                                  line-height: 24px;
                                ">
                               Hi Alvaro Chaveste,
                              </p>
                           <p style=3D"
                                  font-family: &#39;Inter&#39;, sans-serif;
                                  font-weight: 500;
                                  font-size: 16px;
                                  color: #3c4043;
                                  letter-spacing: -0.02px;
                                  line-height: 24px;
                                ">Today we&#39;re launching local developme=
nt for Kaggle Benchmarks =E2=80=94 you can now build, validate, push, run, =
and download tasks directly from your local dev environment.
<br>
<br>
Since launching Kaggle Benchmarks, the community has created more than 10,0=
00 tasks to evaluate AI model capabilities. Until now, building those tasks=
 meant working exclusively in Kaggle&#39;s web-based notebook editor. With =
this update to our <a href=3Dhttps://c.gle/AOExmq1K8m4L1Y4mWAZ1zoZczjzEWsDh=
UsNkQw47mcd58sa-YhwwnlRwhSdZjxb33UWDLi-ObG8w2LzF8Med_-B0Z7nxulKKwAWJRMUajRV=
kWIKzFR70ehi9_nhYku_6rlSSkEH19wZcGKhulfENg4q3E7EEDZZar8P2qkf3kiUaMm_b721Bva=
0eZcqU2iqoEjbllbukHYtNJWx7Bi2FByrk5qMcSglSMg6WuC_BPUj-YRAj0V28ryvzUxSSWKxHp=
EMe-QdMaCvnrfWBaV0i2nzrjCd1u_tokUS3drqBpiE target=3D_blank> CLI</a>, you ca=
n use the tools you already love =E2=80=94 VSCode, Cursor, Claude Code, and=
 more.



</p>
      =20
                 =20
   =20
                           =20
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             =20
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                            href=3D"https://www.kaggle.com/blog/build-kaggl=
e-benchmarks-local-dev?utm_medium=3Demail&utm_source=3Dgamma&utm_campaign=
=3Dproductlaunch-localbenchmarks-2026"
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                              style=3D"
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                              "
                            >
Learn More=20
                            </center>
                          </v:roundrect> <!
                        [endif]--><a href=3Dhttps://c.gle/AOExmq3xE4byLMaRU=
Xm0cWVvKUhxGVxI2Y7-9cyIy184cnWLAfIloFgtAqZ37Z5pIF-7lY2QMTDz9Hu36uyhggCVsGyc=
YTn2VvkuomQsCS0q1VG46eHZX4iELVR8mp1mpLRWXtFZULZ8zjHNVg1naJTuJPLVXUCuBpKEl0Q=
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                            text-decoration: none;
                            -webkit-text-size-adjust: none;
                            mso-hide: all;
                          " title=3D"Learn More">     Learn More
=20
</a>
                      </div>
                    </td>
                  </tr>



            =20
                  <tr bgcolor=3D#FFFFFF>
  <td class=3Dside-padding style=3D"padding: 0 44px 0 44px">

    <div style=3D"height: 30px; line-height: 30px; font-size: 30px;">=C2=A0=
</div>

    <p style=3D"
      font-family: &#39;Inter&#39;, sans-serif;
      font-weight: 500;
      font-size: 16px;
      color: #3c4043;
      margin-top: 0;
      margin-bottom: 16px;
      padding: 0;
    ">
With local development, you can:
</p>

<ul style=3D"
    font-family: &#39;Inter&#39;, sans-serif;
    font-weight: 500;
    font-size: 16px;
    color: #3c4043;
    letter-spacing: -0.02px;
    line-height: 24px;
  ">
  <li>Write tasks locally using your AI coding agent</li>
  <li>Validate tasks work locally</li>
  <li>Push to Kaggle Benchmarks</li>
  <li>Run your task against all of the state-of-the-art models from Google,=
 Anthropic, OpenAI, etc.</li>
  <li>Download results=E2=80=A6 and much more</li>



    </ul>
  </li>
</ul>

<p style=3D"
    font-family: &#39;Inter&#39;, sans-serif;
    font-weight: 700;
    font-size: 16px;
    color: #3c4043;
    margin-top: 16px;
    margin-bottom: 8px;
    padding: 0;
  ">
</p>

<ul style=3D"
    font-family: &#39;Inter&#39;, sans-serif;
    font-weight: 500;
    font-size: 16px;
    color: #3c4043;
    letter-spacing: -0.02px;
    line-height: 24px;
  ">
 =20
</ul>


<tr bgcolor=3D#FFFFFF>
                    <td class=3Dside-padding style=3D"padding: 0 44px 0 44p=
x">
 <p style=3D"
                          font-family: &#39;Inter&#39;, sans-serif;
                          font-weight: 500;
                          font-size: 16px;
                          padding-bottom: 20px;
                          color: #3c4043;
                          letter-spacing: -0.02px;
                          line-height: 24px;
                        ">
Ready to build Benchmarks locally? Install the <a href=3Dhttps://c.gle/AOEx=
mq3PvkQik_JcmgzrkRuOYKtXxs4tI9iNPjwGvf5OxBNtlo9A7Pi4RDSa1pruEwB-vynVxX26yLe=
KtR_AVDPWG-wf7SlfWLo8MCpSgM6Juo6NIiZNo5LatKBTPRvlpbwOC81dcn1fi-PgfWNnQ9SNyM=
wrL3FKvmT0mhq0NLbmOl4kXtEGYAjn7ADiHBxXFARvqxC0F-xoTnAnXmdbM_ZkPewSzJHhj8mUc=
t6YEh3LCBkozfe8JFajZgUFv4j_KU0ke5p3R52eMEN1oPpO7SdGngESUlZMz7oimNfkztkYUSyX=
7ezmpA target=3D_blank> write-kaggle-benchmarks skill</a> to get started.<b=
r> <br>

We&#39;d love to see what you build. Post your task and workflow on X or Li=
nkedIn by July 1 and @kaggle =E2=80=94 selected posts will get Kaggle swag =
and a feature on our channels. <br> <br>

Happy Kaggling, =20
<br>The Kaggle Team
<br>

<br>


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                          color: #5f6368;
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                        ">
                        Kaggle, Inc 1600 Amphitheatre Pkwy Mountain View, C=
A
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