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Date: Mon, 21 Sep 2026 09:05:39 -0700
From: Jackson from Galileo <jackson.wells@galileo.ai>
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------=_Part_2365775_1085542725.1790006738944
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Tomorrow, end-to-end visibility into AI agent performance, reliability, and=
 cost with Splunk and AWS

The expensive part of an agent run is rarely the part you'd guess. It's usu=
ally a retry loop nobody instrumented. AWS and Splunk are walking through h=
ow to find it tomorrow (https://d2KPW304.na2.hubspotlinks.com/Ctc/ZW+113/d2=
KPW304/VWgbp02_RZ5qW5BfmNs2gpqnBW7Wb0M15VchGNN1KM5t-3lcq-W8wLKSR6lZ3nkW3Md3=
1z43JsSSW3WBN8M4VwVdlW5v9mjs7V4mNfW6D2wlQ7Wcxr9W1-ZFz31pJmK8W5Kj5lh4zW9J3N4=
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CW2-xKdb6m27LBW4Mbj6R3m1mKWW6B4V1T5T-1S-N4rLl6ZsgMP2VcSw3J4sNTrdW8RHpZF71vc=
-wW3NzJpB82LN56W6HCDP75sPpqxW1PsV634GfdxhW55YY-g7CGqpqf5v3NF804 ) , live.

Save your spot
(https://d2KPW304.na2.hubspotlinks.com/Ctc/ZW+113/d2KPW304/VWgbp02_RZ5qW5Bf=
mNs2gpqnBW7Wb0M15VchGNN1KM5t-3lcq-W8wLKSR6lZ3nkW3Md31z43JsSSW3WBN8M4VwVdlW5=
v9mjs7V4mNfW6D2wlQ7Wcxr9W1-ZFz31pJmK8W5Kj5lh4zW9J3N4kjDN4DPWHsW91NdTJ6QS9cV=
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vW5-Z3QN4ZrYjMW7QpkYJ3YB55KW2R8p7Z6GT3KyW3w_F0K2FphjCW2-xKdb6m27LBW4Mbj6R3m=
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sPpqxW1PsV634GfdxhW55YY-g7CGqpqf5v3NF804 )

You'll leave with:

-

A working pattern for instrumenting agents with OpenTelemetry

-

A way to read token spend per agent, per workflow, per call

-

The tradeoffs between agent performance, reliability, and cost, and where t=
o tune each

Here to help you ship reliable agents faster,

Splunk Agent Observability Team

Book a demo to learn more (https://d2KPW304.na2.hubspotlinks.com/Ctc/ZW+113=
/d2KPW304/VWgbp02_RZ5qW5BfmNs2gpqnBW7Wb0M15VchGNN1KM5sP3cyRWW69sMD-6lZ3nsN6=
G0T1cRfWJKW7zJkCF3xZvG3W27mdL022VtwKW4C63nZ4xDhG4W2tGSqP2rZ2qkN1_8mmsS920fW=
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liability, and cost with Splunk and AWS &nbsp;=E2=80=87=CD=8F =E2=80=87=CD=
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=C2=AD =C2=AD =C2=AD &nbsp;
</div>
   =20
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eight=3D"100%">
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mily:Arial, sans-serif; font-size:15px; color:#23496d; word-break:break-wor=
d; padding-top:20px; padding-bottom:20px">
            <div id=3D"hs_cos_wrapper_main" class=3D"hs_cos_wrapper hs_cos_=
wrapper_widget hs_cos_wrapper_type_dnd_area" style=3D"color: inherit; font-=
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hs_cos_wrapper_widget hs_cos_wrapper_type_module" style=3D"color: inherit; =
font-size: inherit; line-height: inherit;" data-hs-cos-general-type=3D"widg=
et" data-hs-cos-type=3D"module"><table class=3D"hse-image-wrapper" role=3D"=
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" style=3D"color:#00a4bd" data-hs-link-id=3D"0" data-hs-link-id-v2=3D"LM2YP=
h9T">
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/23114811/hubfs/Screenshot%202026-09-15%20at%2012.09.46%20PM.png?width=3D70=
0&amp;upscale=3Dtrue&amp;name=3DScreenshot%202026-09-15%20at%2012.09.46%20P=
M.png" style=3D"outline:none; text-decoration:none; border:none; max-width:=
100%; font-size:16px" width=3D"350" align=3D"middle">
        </a>
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    </tr>
  </tbody>
</table></div>
  <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=3D=
"100%" class=3D"" style=3D""><tbody><tr><td class=3D"hs_padded" style=3D"fo=
nt-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:brea=
k-word; padding:10px 20px 0px"><div id=3D"hs_cos_wrapper_module_17606560565=
352" class=3D"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_modu=
le" style=3D"color: inherit; font-size: inherit; line-height: inherit;" dat=
a-hs-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><div id=3D"hs_=
cos_wrapper_module_17606560565352_" class=3D"hs_cos_wrapper hs_cos_wrapper_=
widget hs_cos_wrapper_type_rich_text" style=3D"color: inherit; font-size: i=
nherit; line-height: inherit;" data-hs-cos-general-type=3D"widget" data-hs-=
cos-type=3D"rich_text"><p style=3D"line-height:175%"><span style=3D"line-he=
ight: 19px;"> </span></p>
<p style=3D"line-height:175%"><span style=3D"line-height: 19px;">The expens=
ive part of an agent run is rarely the part you'd guess. It's usually a ret=
ry loop nobody instrumented. </span><span style=3D"line-height: 19px;">AWS =
and Splunk are walking through how to find it <a href=3D"https://d2KPW304.n=
a2.hubspotlinks.com/Ctc/ZW+113/d2KPW304/VWgbp02_RZ5qW5BfmNs2gpqnBW7Wb0M15Vc=
hGNN1KM5t-3m2nnW8wLKSR6lZ3mwN21bfJNx1W7rW2gpq223lMnhZW5wtXDK2cwv7wW10x4gq1F=
SPx5W7lGlfy512FS0W6xn66812sp-WW1yGTg-6qSy4qW8pG2-Z8Z50QbW4RfhXL6Sww08W1g39X=
s7nFVGSMvMpSC2-VD8VlqSgy6w7NN-W68cjzB7GV4qWW4DwBw26ScZ_FN35bb3vwNhGVW8kkQWr=
35VqGVVvbmKl8cx-nKW57HdQD2GDHRDW2cY--95w2GBQW1xKfdC6wG0yxW8vtD-v4PP71fW7ypB=
qN3Dpz_TW2Pjjbc45VFmZW6xp61-6FLVXFW3Z6k6K5Qyz62W2cTXMJ7TRVPDW8_HZlL1V6Y97W4=
q6kH78vHW-ldhw-n004" rel=3D"noopener" style=3D"color:#00a4bd" data-hs-link-=
id=3D"1" data-hs-link-id-v2=3D"YE9H2vhl" target=3D"_blank">tomorrow</a>, li=
ve.</span><span style=3D"background-color: #c6c6c6; line-height: 19px;"> </=
span></p></div></div></td></tr></tbody></table>
  <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=3D=
"100%" class=3D"" style=3D""><tbody><tr><td class=3D"hs_padded" style=3D"fo=
nt-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:brea=
k-word; padding:10px 20px"><div id=3D"hs_cos_wrapper_module_17606560643133"=
 class=3D"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" =
style=3D"color: inherit; font-size: inherit; line-height: inherit;" data-hs=
-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><table align=3D"ce=
nter" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation=
" style=3D"border-collapse:separate!important">
    <tbody><tr>
      <td align=3D"center" valign=3D"middle" bgcolor=3D"#197FC4" style=3D"f=
ont-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:bre=
ak-word; border-radius:8px; cursor:auto; background-color:#197FC4; mso-padd=
ing-alt:12px 18px">
        <a href=3D"https://d2KPW304.na2.hubspotlinks.com/Ctc/ZW+113/d2KPW30=
4/VWgbp02_RZ5qW5BfmNs2gpqnBW7Wb0M15VchGNN1KM5t-3m2nnW8wLKSR6lZ3lkW2_yc3655p=
6DXW7LxHT17cqCkQW3sNQyD3h0J46W3Gw6wT81dHPVN188yN78z-8NW6qZFf752ZF8GW2qPYFT1=
8qbwCW2T8Q58179kJLW2vKG0G4nn5R7V1tg7Z3kChYBW7p29-D98tQ-4W5XcQZ-3JpRrrW7wmBP=
L3rwL4fW57hdXn9cJ5TtVY2Kfq2xPPVjW25N4Yc3KBsGXW4LCVJW2x8YM-W76N_7x1NkSN9W6hh=
Tms6X2kFkW8Ph5xB6VWy9xW5-5N862_cWSsW7pLv5B1H315YW6RdVk42QF1fbW2Fvzqw5S73PwV=
5Y9tT8mqgBwW8C6rVP9fKR3dW3w_92q8zqSfWW4Zx_SR2ywNCWf5nG02R04" target=3D"_bla=
nk" style=3D"color:#00a4bd; font-size:16px; font-family:Arial, sans-serif; =
Margin:0; text-transform:none; letter-spacing:0px; text-decoration:none; pa=
dding:12px 18px; display:block" data-hs-link-id=3D"2" data-hs-link-id-v2=3D=
"uBeSsGZ5">
          <strong style=3D"color:#ffffff;font-weight:normal;text-decoration=
:none;font-style:normal;">Save your spot</strong>
        </a>
      </td>
    </tr>
  </tbody></table></div></td></tr></tbody></table>
  <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=3D=
"100%" class=3D"" style=3D""><tbody><tr><td class=3D"hs_padded" style=3D"fo=
nt-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:brea=
k-word; padding:10px 20px"><div id=3D"hs_cos_wrapper_module_17773981929391"=
 class=3D"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" =
style=3D"color: inherit; font-size: inherit; line-height: inherit;" data-hs=
-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><div id=3D"hs_cos_=
wrapper_module_17773981929391_" class=3D"hs_cos_wrapper hs_cos_wrapper_widg=
et hs_cos_wrapper_type_rich_text" style=3D"color: inherit; font-size: inher=
it; line-height: inherit;" data-hs-cos-general-type=3D"widget" data-hs-cos-=
type=3D"rich_text"><p style=3D"line-height:175%"><span style=3D"line-height=
: 19px;">You'll leave with:</span><span style=3D"background-color: #c6c6c6;=
 line-height: 19px;"> </span></p>
<ul style=3D"line-height:175%">
<li>
<p style=3D"line-height:175%"><span style=3D"line-height: 19px;">A working =
pattern for instrumenting agents with OpenTelemetry</span><span style=3D"li=
ne-height: 19px;"><span style=3D"white-space-collapse: preserve;"> </span><=
/span></p>
</li>
<li>
<p style=3D"line-height:175%"><span style=3D"line-height: 19px;">A way to r=
ead token spend per agent, per workflow, per call</span><span style=3D"line=
-height: 19px;"><span style=3D"white-space-collapse: preserve;"> </span></s=
pan></p>
</li>
<li>
<p style=3D"line-height:175%"><span style=3D"line-height: 19px;">The tradeo=
ffs between agent performance, reliability, and cost, and where to tune eac=
h</span><span style=3D"background-color: #c6c6c6; line-height: 19px;"> </sp=
an></p>
</li>
</ul>
<p style=3D"line-height:175%"><span style=3D"line-height: 19px;">Here to he=
lp you ship reliable agents faster,</span><span style=3D"background-color: =
#c6c6c6; line-height: 19px;"> </span></p>
<p style=3D"line-height:175%"><span style=3D"line-height: 19px;">Splunk Age=
nt Observability Team</span></p></div></div></td></tr></tbody></table>
</div>
<!--[if gte mso 9]></table><![endif]-->
<!--[if (mso)|(IE)]></td><![endif]-->
    <!--[if (mso)|(IE)]></tr></table><![endif]-->
    </div>
  =20
  </div>
  <div id=3D"section-1" class=3D"hse-section hse-section-last" style=3D"pad=
ding-left:10px; padding-right:10px">
   =20
   =20
      <div class=3D"hse-column-container" style=3D"min-width:280px; max-wid=
th:600px; margin:0 auto">
   =20
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spacing=3D"0" role=3D"presentation">
      <tr>
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<![endif]-->
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    <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=
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"font-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:b=
reak-word; padding:10px 20px"><div id=3D"hs_cos_wrapper_module-1-0-0" class=
=3D"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style=
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general-type=3D"widget" data-hs-cos-type=3D"module"><table role=3D"presenta=
tion" class=3D"hse-footer hse-secondary" width=3D"100%" cellpadding=3D"0" c=
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      <td align=3D"center" valign=3D"top" style=3D"font-family:Arial, sans-=
serif; font-size:15px; color:#23496d; word-break:break-word; text-align:cen=
ter; margin-bottom:0; line-height:135%; padding:10px 20px">
          <p style=3D"font-size: 12px; line-height: 125%;"><a href=3D"https=
://d2KPW304.na2.hubspotlinks.com/Ctc/ZW+113/d2KPW304/VWgbp02_RZ5qW5BfmNs2gp=
qnBW7Wb0M15VchGNN1KM5t43dnPjW6N1vHY6lZ3mbW9dqb1z58stzrW7QG0Vv4YR4vKVhHVDX6w=
DcKRW8_gPjb6CGrfTW76LrKk6CM-rJW1MKNlg92Z8RmW6YmC221JX-JzN4M5wLzGdJKGVWwZ134=
7wr09W2yvHsb40KjWCW43jDFm84sj8lW4FkxPS9b-vvdW6xq7G46gw6KMVsYSjy8j9QfLVHMR4M=
28wjfcW5WRHpL889lj7V1bN4x3ZG2l5W8tScGt38FyYcW8ZYQLr2rvlQ8W7Skg-k4x70cPW64t9=
H23y459PW2t_5VG3Skwbkf3T7w3P04" rel=3D"noopener" style=3D"color:#00a4bd" da=
ta-hs-link-id=3D"0" data-hs-link-id-v2=3D"4C+QQgZV" target=3D"_blank">Book =
a demo to learn more</a></p>
<p style=3D"font-size: 12px; line-height: 125%;">Galileo, 287 Lorton Ave, S=
uite 2, Burlingame, CA, 94010</p>
<p style=3D"font-size: 12px; line-height: 125%;"><a href=3D"https://hs-2311=
4811.s.hubspotemail-na2.net/hs/preferences-center/en/direct?data=3DW2nWGVW4=
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Xt3XyyyfW2-rFlx2-sBgGW3DSG-G41RJ6bW49lWPv1Qy8F-W3gdxKF1BfjjGW3D-KSk1SBSvBW2=
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XW2CT7nX4cBFgFW30sfPL2WN6cdW4pyM-q2KpnFYW3dqgZr2YDTLvW45XJj82nXqKCW2MNylV3C=
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