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Humanoid robots need different memory architectures for centralized AI
co=
mpute and distributed joint control. Flash and EEPROM can delay
writes= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0


Sign Up [1] |Advertise [2]|View Online [3]=20

=09=09TLDR=
=20

TLDR HARDWARE 2026-10-02

=F0=9F=93=B1=20

HEADLINES AND LAUNC=
HES

DYNA-2.1: A ROBOT/MODEL FOR UNSUPERVISED LONG-HORIZON WORKFLOWS (=
5
MINUTE READ) [4]=20

Dyna-2.1 introduces a semi-humanoid robot named=
Taku that is designed
to autonomously complete long-horizon, complex phy=
sical workflows. The
system utilizes a dual-model software architecture w=
here a
vision-language model monitors the environment while a separate mo=
del
coordinates whole-body manipulation, allowing the robot to dynamicall=
y
switch tasks. It highlights a major shift toward utilizing integrated=

foundation models and highly flexible physical platforms to automate
c=
omplex, multi-step commercial and industrial service roles.=20

IKEA AND=
KODIAK PREPARE FOR AUTONOMOUS FREIGHT OPERATIONS (4 MINUTE
READ) [5]=20
=

Kodiak AI is preparing to launch a driverless commercial shipping
rou=
te for IKEA Supply along a 219-mile section of Interstate 45 in
Texas. Th=
e milestone follows four years of collaborative testing
during which they=
successfully completed over 1,300 runs to resolve
operational complexiti=
es like scheduling, predictive maintenance, and
dock assignment. It serve=
s as a prime case study of how custom
autonomous technology can successfu=
lly transition from controlled,
simulated environments into the real-worl=
d logistics and shipping
infrastructure.=20

TRANSPORTER-18 TESTS THE =
BUILDING BLOCKS OF ORBITAL DATA CENTERS (5
MINUTE READ) [6]=20

SpaceX=
's Transporter-18 launched three payloads testing technologies
for orbita=
l data centers. Cowboy Space's Reason-1 tests beaming solar
power via las=
er, Google's Project Suncatcher runs AI chips on solar in
orbit to evalua=
te durability, and Star Catcher's Protostar aims to
validate power-beamin=
g to satellites. These tests are crucial for
building infrastructure to s=
upport future AI computing and data
centers in space.=20

FRAMEWORK IS=
SELLING ONE BATCH OF ITS 192GB DESKTOP, BUILT FROM
MEMORY IT ALREADY HAS=
(3 MINUTE READ) [7]=20

The new Framework Desktop pairs AMD's Ryzen AI =
Max PRO 495+ with
192GB of LPDDR5X and 273GB/s of memory bandwidth, and i=
t ships in
November as a DIY kit, a Fedora prebuilt, or a bare Mini-ITX b=
oard.
Its PCIe x4 slot is now open-ended, so full-size x8 or x16 cards fi=
t
without a riser, letting owners add 50Gbps networking to cluster
seve=
ral machines for faster inference. Framework expects memory prices
to kee=
p rising for six months and tells buyers to pick their capacity
now.=20
=

=F0=9F=94=A8=20

ENGINEERING AND APPLICATIONS

CROSSING CHIPLET B=
OUNDARIES WITH PCIE OVER UCIE (5 MINUTE READ) [8]=20

PCIe 8.0 traffic c=
an cross chiplet boundaries through UCIe 3.0, but
engineers must coordina=
te both protocols' power, reset, and recovery
states. Timing mismatches c=
an cause completion timeouts, dropped
traffic, and deadlocks. Siemens' ve=
rification tools trace transactions
across both layers and inject faults =
before silicon bring-up.=20

MEMORY AT THE EDGE: NON-VOLATILE MEMORY CHA=
LLENGES AND REQUIREMENTS
FOR HUMANOID ROBOTS (8 MINUTE READ) [9]=20

H=
umanoid robots need different memory architectures for centralized
AI com=
pute and distributed joint control. Flash and EEPROM can delay
writes by =
5-10 milliseconds, which risks lost position data during
power failures. =
The article maps F-RAM to continuous telemetry,
safety-capable NOR Flash =
to boot storage, and high-speed NOR Flash to
time-sensitive networking. =


=F0=9F=A7=A0=20

RESEARCH AND PROTOTYPES

OPENARM 2.0: AN OPEN=
-SOURCE COMPLIANT ROBOTIC ARM (4 MINUTE READ)
[10]=20

OpenArm 2.0 is =
an open-source, 7-degree-of-freedom robotic arm
engineered by Tokyo-based=
Enactic for contact-rich manipulation and
physical artificial intelligen=
ce research. The arm features
backdrivable, quasi-direct drive joints for=
highly compliant physical
interactions, a gripper with an integrated cam=
era, and a motorless
replica arm for bilateral force-feedback teleoperati=
on. It delivers a
highly customizable, low-cost platform that facilitates=
the training
of robust manipulation models using modern imitation learni=
ng and
simulation-to-reality pipelines.=20

ORION: DESIGNING AND PROGR=
AMMING A CUSTOM QUADRUPED FROM SCRATCH (3
MINUTE READ) [11]=20

Orion =
is a custom-built, 12-degree-of-freedom quadruped robot
designed and prog=
rammed entirely from scratch. The system combines an
NVIDIA Jetson Orin N=
ano for advanced stereo vision depth perception
and LiDAR-based SLAM with=
an STM32-based microcontroller running
FreeRTOS for low-level kinematic =
gaits and real-time stabilization. It
provides a complete, open-source bl=
ueprint for constructing complex,
dynamically stable legged systems using=
advanced embedded processors
and modern spatial computing toolchains. =


=F0=9F=8E=81=20

MISCELLANEOUS

BUILDING A LEGO-COMPATIBLE ROS=
2 DRIVE CONTROLLER (2 MINUTE READ)
[12]=20

This open-source reposito=
ry provides a ROS 2 hardware interface and
differential drive controller =
designed specifically for the Raspberry
Pi Build HAT. The package enables=
direct control of Lego Spike Prime
motors and sensors, allowing develope=
rs to run modern robot
communication middleware on lightweight educationa=
l hardware. It
offers an accessible entry point for testing and prototypi=
ng mobile
bases using popular, modular consumer components.=20

FEDEX =
IS BUYING 2,000 ELECTRIC TRUCKS FOR $300M, AND INVESTING IN THE
COMPANY B=
UILDING THEM (3 MINUTE READ) [13]=20

FedEx ordered 2,000 Harbinger elec=
tric delivery trucks for $300
million, with delivery due before the end o=
f 2027. FedEx also led the
startup's $160 million Series C last year. Har=
binger projects $20,000
in annual savings per truck against diesel, but t=
hose figures are
estimates rather than measured fleet results.=20

=
=E2=9A=A1=20

QUICK LINKS

DEEPSEEK OPEN-SOURCES HUAWEI CHIP TOOLS A=
S A SIMPLER ALTERNATIVE TO
CUDA (2 MINUTE READ) [14]=20

DeepSeek rele=
ased six software modules for Huawei Ascend chips,
including compute and =
communication libraries and TileLang support.=20

FIRST INTEL PANTHER LA=
KE MINI PC COOLED WITH SOLID-STATE AIRJET TECH
OPERATES AT LESS THAN 21 D=
BA (3 MINUTE READ) [15]=20

Aaeon launched the Up Xtreme PTL Edge Air mi=
ni PC with Intel Panther
Lake processors and Frore's AirJet cooling.=20
=

Want to advertise in TLDR? =F0=9F=93=B0

If your company is interes=
ted in reaching an audience of hardware
professionals and decision makers=
, you may want to ADVERTISE WITH US
[16].=20

Want to work at TLDR? =
=F0=9F=92=BC

APPLY HERE [17], CREATE YOUR OWN ROLE [18] or send a fri=
end's resume
to jobs@tldr.tech and get $1k if we hire them! TLDR is one o=
f INC.'S
BEST BOOTSTRAPPED BUSINESSES [19] of 2025.=20

If you have an=
y comments or feedback, just respond to this email!=20

Thanks for readin=
g,=20
Kshitij Sudan [20] & Adi Nikumbh [21]=20

Manage your subscription=
s [22] to our other newsletters on tech,
startups, and programming. Or if=
TLDR Hardware isn't for you, please
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=20

Links=
:
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[7=
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[9] https://semiengineering.com/memory-at-the-edge-non-volatile-memory-c= hallenges-and-requirements-for-humanoid-robots/?utm_source=3Dtldrhardware=

[10] https://www.cnx-software.com/2026/09/30/openarm-2-0-an-open-source-= 7-dof-robot-arm-with-qdd-joints-bilateral-force-feedback-in-hand-camera/?ut= m_source=3Dtldrhardware
[11] https://github.com/AshishA26/Orion-Quadruped=
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[14]=
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[15] https://www.tomshardware.com/desktops/m= ini-pcs/first-intel-panther-lake-mini-pc-cooled-with-solid-state-airjet-tec= h-operates-at-less-than-21-dba-aaeon-claims-its-fanless-up-xtreme-ptl-edge-= air-is-also-slimmer-lighter-than-actively-cooled-rivals?utm_source=3Dtldrha= rdware
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Humanoid r= obots need different memory architectures for centralized AI compute and di= stributed joint control. Flash and EEPROM can delay writes&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&n= bsp;&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2= =80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2= =80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2= =80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2= =80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2=80=8C&nbsp;=E2= =80=8C&nbsp;=E2=80=8C&nbsp;</div>

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<h1><strong>TLDR Hardware <span id=3D"date">2026-10-02</span></strong></h1> </div>
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<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =93=B1</span></div></div>
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<div style=3D"text-align: center;">

<h1><strong>Headlines and Launches</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.dyna.co%2Fdyna-2.1%3Futm_source=3Dtldrhardware/1/01= 0001a0fcc40091-d9242aaa-67dd-458b-812a-e56126843ac4-000000/B1Zc94EZ_c5Zo2jl= dgvZma9g4QMxJgr3puLAJpNqYkU=3D452">
<span>
<strong>Dyna-2.1: A Robot/Model for=
Unsupervised Long-Horizon Workflows (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Dyna-2.1 introduces a semi-humanoid rob=
ot named Taku that is designed to autonomously complete long-horizon, compl=
ex physical workflows. The system utilizes a dual-model software architectu=
re where a vision-language model monitors the environment while a separate = model coordinates whole-body manipulation, allowing the robot to dynamicall=
y switch tasks. It highlights a major shift toward utilizing integrated fou= ndation models and highly flexible physical platforms to automate complex, = multi-step commercial and industrial service roles.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.automate.org%2Fai%2Findustry-insights%2Fikea-is-abo= ut-to-take-the-driver-out-of-a-219-mile-freight-run%3Futm_source=3Dtldrhard= ware/1/010001a0fcc40091-d9242aaa-67dd-458b-812a-e56126843ac4-000000/TpqPBt_= sOmq8SH2Lj-77Se2o-6BqkIUu6dfD7k8eycE=3D452">
<span>
<strong>IKEA and Kodiak Prepare for=
Autonomous Freight Operations (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Kodiak AI is preparing to launch a driv= erless commercial shipping route for IKEA Supply along a 219-mile section o=
f Interstate 45 in Texas. The milestone follows four years of collaborative=
testing during which they successfully completed over 1,300 runs to resolv=
e operational complexities like scheduling, predictive maintenance, and doc=
k assignment. It serves as a prime case study of how custom autonomous tech= nology can successfully transition from controlled, simulated environments = into the real-world logistics and shipping infrastructure.
</span>
</span>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fpayloadspace.com%2Ftransporter-18-tests-the-building-bl= ocks-of-orbital-data-centers%2F%3Futm_source=3Dtldrhardware/1/010001a0fcc40= 091-d9242aaa-67dd-458b-812a-e56126843ac4-000000/CnLB7P2AXNtyG7Nz93luigT9LQD= zdaOt6V4Xz7jaCoc=3D452">
<span>
<strong>Transporter-18 Tests the Bu= ilding Blocks of Orbital Data Centers (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
SpaceX's Transporter-18 launched three = payloads testing technologies for orbital data centers. Cowboy Space's Reas= on-1 tests beaming solar power via laser, Google's Project Suncatcher runs =
AI chips on solar in orbit to evaluate durability, and Star Catcher's Proto= star aims to validate power-beaming to satellites. These tests are crucial = for building infrastructure to support future AI computing and data centers=
in space.
</span>
</span>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FrHQey5/1/010001a0fcc40091-d9= 242aaa-67dd-458b-812a-e56126843ac4-000000/bl1e-G_Z_HEP2DmNOMBTKzyyX0ZUGNrRY= S-BrVwcyYQ=3D452">
<span>
<strong>Framework is selling one ba= tch of its 192GB desktop, built from memory it already has (3 minute read)<= /strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
The new Framework Desktop pairs AMD's R= yzen AI Max PRO 495+ with 192GB of LPDDR5X and 273GB/s of memory bandwidth,=
and it ships in November as a DIY kit, a Fedora prebuilt, or a bare Mini-I=
TX board. Its PCIe x4 slot is now open-ended, so full-size x8 or x16 cards = fit without a riser, letting owners add 50Gbps networking to cluster severa=
l machines for faster inference. Framework expects memory prices to keep ri= sing for six months and tells buyers to pick their capacity now.
</span>
</span>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =94=A8</span></div>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Engineering and Applications</strong></h1>
</div>
</div>
</td></tr></tbody></table>


<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fsemiengineering.com%2Fcrossing-chiplet-boundaries-with-= pcie-over-ucie%2F%3Futm_source=3Dtldrhardware/1/010001a0fcc40091-d9242aaa-6= 7dd-458b-812a-e56126843ac4-000000/9rajErZMrIEl1q8jqrwjBj76sITxwKTMgDvrfihv2= 7s=3D452">
<span>
<strong>Crossing Chiplet Boundaries=
With PCIe Over UCIe (5 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
PCIe 8.0 traffic can cross chiplet boun= daries through UCIe 3.0, but engineers must coordinate both protocols' powe=
r, reset, and recovery states. Timing mismatches can cause completion timeo= uts, dropped traffic, and deadlocks. Siemens' verification tools trace tran= sactions across both layers and inject faults before silicon bring-up.
</span>
</span>
</div>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fsemiengineering.com%2Fmemory-at-the-edge-non-volatile-m= emory-challenges-and-requirements-for-humanoid-robots%2F%3Futm_source=3Dtld= rhardware/1/010001a0fcc40091-d9242aaa-67dd-458b-812a-e56126843ac4-000000/MJ= MLpNOvXeNC19wBXZH15-Q0UpkfJT5sxhog6554dXo=3D452">
<span>
<strong>Memory At The Edge: Non-Vol= atile Memory Challenges And Requirements For Humanoid Robots (8 minute read= )</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Humanoid robots need different memory a= rchitectures for centralized AI compute and distributed joint control. Flas=
h and EEPROM can delay writes by 5-10 milliseconds, which risks lost positi=
on data during power failures. The article maps F-RAM to continuous telemet= ry, safety-capable NOR Flash to boot storage, and high-speed NOR Flash to t= ime-sensitive networking.
</span>
</span>
</div>
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</td></tr></tbody></table>

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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =A7=A0</span></div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">

<h1><strong>Research and Prototypes</strong></h1>
</div>
</div>
</td></tr></tbody></table>

<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnx-software.com%2F2026%2F09%2F30%2Fopenarm-2-0-an-= open-source-7-dof-robot-arm-with-qdd-joints-bilateral-force-feedback-in-han= d-camera%2F%3Futm_source=3Dtldrhardware/1/010001a0fcc40091-d9242aaa-67dd-45= 8b-812a-e56126843ac4-000000/XehTdErVzzoRrtRUe8sfKnga_OYrHotQu2hJBvLlTWQ=3D4=

<span>
<strong>OpenArm 2.0: An Open-Source=
Compliant Robotic Arm (4 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
OpenArm 2.0 is an open-source, 7-degree= -of-freedom robotic arm engineered by Tokyo-based Enactic for contact-rich = manipulation and physical artificial intelligence research. The arm feature=
s backdrivable, quasi-direct drive joints for highly compliant physical int= eractions, a gripper with an integrated camera, and a motorless replica arm=
for bilateral force-feedback teleoperation. It delivers a highly customiza= ble, low-cost platform that facilitates the training of robust manipulation=
models using modern imitation learning and simulation-to-reality pipelines=
.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2FAshishA26%2FOrion-Quadruped%3Futm_source= =3Dtldrhardware/1/010001a0fcc40091-d9242aaa-67dd-458b-812a-e56126843ac4-000= 000/4vx3Nwh9PwsJr_G8SD-at0Cy38_-YYDHT4eA-84u5Uo=3D452">
<span>
<strong>Orion: Designing and Progra= mming a Custom Quadruped from Scratch (3 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Orion is a custom-built, 12-degree-of-f= reedom quadruped robot designed and programmed entirely from scratch. The s= ystem combines an NVIDIA Jetson Orin Nano for advanced stereo vision depth = perception and LiDAR-based SLAM with an STM32-based microcontroller running=
FreeRTOS for low-level kinematic gaits and real-time stabilization. It pro= vides a complete, open-source blueprint for constructing complex, dynamical=
ly stable legged systems using advanced embedded processors and modern spat= ial computing toolchains.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>

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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>

<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>

<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fgithub.com%2Fjfrancis71%2Fros2_buildhat_differential_dr= ive%3Futm_source=3Dtldrhardware/1/010001a0fcc40091-d9242aaa-67dd-458b-812a-= e56126843ac4-000000/Zh3DHd7Jo1dzX2SyIQvK6j5_cmosfRw3IEjiMlwxEHE=3D452">
<span>
<strong>Building a Lego-Compatible = ROS 2 Drive Controller (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
This open-source repository provides a = ROS 2 hardware interface and differential drive controller designed specifi= cally for the Raspberry Pi Build HAT. The package enables direct control of=
Lego Spike Prime motors and sensors, allowing developers to run modern rob=
ot communication middleware on lightweight educational hardware. It offers =
an accessible entry point for testing and prototyping mobile bases using po= pular, modular consumer components.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fthenextweb.com%2Fnews%2Ffedex-harbinger-trucks-europe-g= rid%3Futm_source=3Dtldrhardware/1/010001a0fcc40091-d9242aaa-67dd-458b-812a-= e56126843ac4-000000/E7ltG7WDqmYjZRcW_dpfiY39qkOJlJDKojwk7B_iT8w=3D452">
<span>
<strong>FedEx is buying 2,000 elect= ric trucks for $300M, and investing in the company building them (3 minute = read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
FedEx ordered 2,000 Harbinger electric = delivery trucks for $300 million, with delivery due before the end of 2027.=
FedEx also led the startup's $160 million Series C last year. Harbinger pr= ojects $20,000 in annual savings per truck against diesel, but those figure=
s are estimates rather than measured fleet results.
</span>
</span>
</div>
</td></tr></tbody></table>

</td></tr></tbody></table>



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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
</td></tr></tbody></table>

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<h1><strong>Quick Links</strong></h1>
</div>
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<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fthenextweb.com%2Fnews%2Fdeepseek-huawei-ascend-tilelang= -open-source-cuda%3Futm_source=3Dtldrhardware/1/010001a0fcc40091-d9242aaa-6= 7dd-458b-812a-e56126843ac4-000000/SKCVbTFv4xWLfRRIlLpj0l05tG7ZSWmMGUmqmtfRA= mk=3D452">
<span>
<strong>DeepSeek open-sources Huawe=
i chip tools as a simpler alternative to CUDA (2 minute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
DeepSeek released six software modules = for Huawei Ascend chips, including compute and communication libraries and = TileLang support.
</span>
</span>
</div>
</td></tr></tbody></table>

<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=

<div class=3D"text-block">
<span>
<a href=3D"https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.tomshardware.com%2Fdesktops%2Fmini-pcs%2Ffirst-inte= l-panther-lake-mini-pc-cooled-with-solid-state-airjet-tech-operates-at-less= -than-21-dba-aaeon-claims-its-fanless-up-xtreme-ptl-edge-air-is-also-slimme= r-lighter-than-actively-cooled-rivals%3Futm_source=3Dtldrhardware/1/010001a= 0fcc40091-d9242aaa-67dd-458b-812a-e56126843ac4-000000/knQcKqdkk1XOgNe8cF7LF= x4kCGqB-RGQr-n8pwccSNg=3D452">
<span>
<strong>First Intel Panther Lake mi=
ni PC cooled with solid-state AirJet tech operates at less than 21 dBA (3 m= inute read)</strong>
</span>



<span style=3D"font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, V= erdana, sans-serif;">
Aaeon launched the Up Xtreme PTL Edge A=
ir mini PC with Intel Panther Lake processors and Frore's AirJet cooling.
</span>
</span>
</div>
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