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Anthropic recently published a version of the Claude Code npm package
tha=
t included a source map file with entirety of Claude Code's source
code=
=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
=09=09TOGETHER WITH [MiniMax] [4]
TLDR 2026-04-01
=
=E2=98=84=EF=B8=8F MINIMAX RELEASES M2.7: A NEW AGENTIC MODEL BUILT ON
SE=
LF-EVOLUTION (SPONSOR) [4]=20
M2.7 is MiniMax's latest model, the first=
to deeply participate in
its own training, handling complex multi-step a=
gentic tasks and on par
with Sonnet 4.6 on OpenClaw at a fraction of the =
cost. Its M2.5 was
the first open-weight model in Notion's Custom Agents =
lineup,
alongside Claude and GPT, and became the most-used model on OpenC=
law
within a month of release. =E2=86=92 TRY M2.7 [4]
MiniMax is als=
o open-sourcing their Office Skills library(MIT): 4
production-grade Skil=
ls for Word, Excel, PDF & PPT that generate
actually deliverable files. W=
orks with Claude Code, Cursor, Codex &
OpenCode. =E2=86=92 CHECK OUT THE =
OPEN SOURCE SKILLS LIBRARY [GITHUB] [5]
New: MiniMax launches the worl=
d's first subscription supporting all
modalities: M2.7, video, voice, mus=
ic and image, with no surprise
bills. =E2=86=92 SUBSCRIBE TO THE NEW TOKE=
N PLAN [6]
=F0=9F=93=B1=20
BIG TECH & STARTUPS
ENTIRE CLAUDE =
CODE CLI SOURCE CODE LEAKS THANKS TO EXPOSED MAP FILE
(2 MINUTE READ) [7]=
=20
Anthropic recently published a version of the Claude Code npm packa=
ge
that included a source map file that could be used to access the
ent=
irety of Claude Code's source code. More than 512,000 lines of code
were =
leaked on a public GitHub repository, which has since been forked
tens of=
thousands of times. Developers are already analyzing the code
to find ou=
t how Claude Code works. Anthropic has publicly acknowledged
the mistake.=
=20
APPLE TESTS SIRI FEATURE THAT HANDLES MULTIPLE COMMANDS AT ONCE (3=
MINUTE READ) [8]=20
Apple is testing a feature in Siri that will let=
it process multiple
requests in a single query. Siri currently requires =
users to make
requests individually. The new feature will allow users to =
combine
requests, for example, ask Siri to check the weather, create a
=
calendar appointment, and send a message, all within a single prompt.
The=
new Siri is expected to be released at Apple's Worldwide
Developers Conf=
erence on June 8.=20
=F0=9F=9A=80=20
SCIENCE & FUTURISTIC TECHNOLOGY=
MICROBUBBLES (7 MINUTE READ) [9]=20
Microbubbles are tiny gas-fi=
lled bubbles with a protective outer
shell that are capable of carrying d=
rugs or genetic material to cells
in the body. They are too large to leav=
e the bloodstream, so they
deliver drugs by bursting on command, briefly =
forcing open biological
barriers to allow treatments to pass through. The=
force of their
bursts can be used to break apart kidney stones. These bu=
bbles can be
steered, so they can carry therapies through the bloodstream=
to
release precisely where they're needed.=20
QUANTUM COMPUTERS NEED=
VASTLY FEWER RESOURCES THAN THOUGHT TO BREAK
VITAL ENCRYPTION (7 MINUTE =
READ) [10]=20
Two independently written whitepapers have come to the sa=
me
conclusion that building a utility-scale quantum computer that can
c=
rack elliptic curves requires far fewer resources than anticipated.
The p=
apers are the latest sign that cryptographically relevant quantum
computi=
ng at utility-scale is making meaningful progress. The advances
are being=
driven by new quantum architectures that operate correctly
even in the p=
resence of errors, and ever more efficient algorithms.
Neither of the pap=
ers has yet been peer reviewed.=20
=F0=9F=92=BB=20
PROGRAMMING, DESIG=
N & DATA SCIENCE
TLDR IS HIRING A SENIOR SOFTWARE ENGINEER, APPLIED A=
I ($250K-$350K,
FULLY REMOTE) [11]=20
As the first engineer on TLDR's=
new Applied AI team, you'll build AI
agents to automate end-to-end workf=
lows and lead our context
engineering project to allow non-technical team=
mates create their own
AI workflows. Learn more [12].=20
INSIDE THE C=
LAUDE CODE SOURCE (9 MINUTE READ) [13]=20
Claude Code CLI's source code=
was recently leaked on GitHub. This
post breaks down how the system work=
s, where Anthropic made clever
engineering choices, and where Anthropic's=
approach diverges from
OpenAI's Codex. Claude Code is about 500,000 line=
s of TypeScript, with
the actual API call comprising maybe 200 of them. E=
verything else in
the harness.=20
WHAT IS INFERENCE ENGINEERING? DEEP=
DIVE (45 MINUTE READ) [14]=20
Inference is when a model takes an input =
and generates an output, one
token at a time. Inference engineering is be=
coming more widespread as
open models become more capable. With closed mo=
dels, inference
engineering is only done by the AI engineers who build th=
e model, but
anyone can tinker with open models. This post discusses what=
inference
engineering is and some interesting approaches to inference
=
engineering worth knowing about.=20
=F0=9F=8E=81=20
MISCELLANEOUS
=
PROJECT MARIO (50 MINUTE READ) [15]=20
Google decided to restructur=
e itself in 2015, spinning out chunks of
its operation as semi-independen=
t bets and creating a holding company
called Alphabet to preside over the=
m. DeepMind used the opportunity to
regain its independence. It planned t=
o create a new DeepMind with a
board comprising three people from DeepMin=
d, three people from
Alphabet, and three independent members. The ensuing=
governance talks
were dubbed by DeepMind's leaders as 'Project Mario'. =
MEET THE STARTUP THAT USED AI AND OPENCLAW TO AUTOMATE ITS OWN
DEV=
ELOPERS (7 MINUTE READ) [16]=20
JustPaid, a California-based startup, u=
sed a combination of OpenClaw
and Claude Code to create a team of seven A=
I agents to grind out code
24/7. The agents have built 10 major features =
in a month, each of
which would have taken a team of human developers a m=
onth or more to
build. JustPaid plans to eventually replace all its emplo=
yees with AI.
The company currently has nine employees - its latest human=
hire was
trained almost entirely by the AI agent engineers.=20
=
=E2=9A=A1=20
QUICK LINKS
MIRRORD =E2=80=94 GIVE AI CODING AGENTS R=
EAL-WORLD CONTEXT SO THEY WRITE
WORKING CODE, NOT GUESSWORK (SPONSOR) [17=
]=20
Your AI agents are fast but flying blind. mirrord connects them to=
real API responses, database state, and queue payloads so every change=
gets tested against actual staging. See how monday.com cut dev cycle
t=
ime by 70%. [17]=20
ORACLE LAYS OFF WORKERS AMID HEAVY AI INVESTMENT (4=
MINUTE READ) [18]
The full scope of the layoffs isn't clear, but =
some employees are
reporting a reduction far in the thousands.=20
NOR=
TH KOREAN HACKERS BLAMED FOR HIJACKING POPULAR AXIOS OPEN SOURCE
PROJECT =
TO SPREAD MALWARE (3 MINUTE READ) [19]=20
Malicious versions of popular=
open source software development tool,
Axios, were published on Monday, =
putting millions of developers at
risk of being compromised.=20
THE S=
UBPRIME TECHNICAL DEBT CRISIS (2 MINUTE READ) [20]=20
Businesses are us=
ing AI under the assumption that the technology will
eventually improve t=
o the point that it will easily solve all of the
technical debt currently=
accruing, but this might not be true.=20
YOU CAN FINALLY CHANGE THE GO=
OFY GMAIL ADDRESS YOU CHOSE YEARS AGO (2
MINUTE READ) [21]=20
Gmail u=
sers can now create new account names without losing access to
their old =
addresses.=20
GOOGLE READIES SCREENLESS FITBIT BAND TO RIVAL GROWING WH=
OOP CRAZE (2
MINUTE READ) [22]=20
The band will integrate with an AI-=
powered personal health coach
inside the newly redesigned Fitbit app.=20
=
OPENAI CLOSES SILICON VALLEY'S LARGEST-EVER FUNDING ROUND (2 MINUTE
R=
EAD) [23]=20
OpenAI has raised $122 billion in a round that values the =
company at
$852 billion.=20
Love TLDR? Tell your friends and get rewar=
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">Anthropic = recently published a version of the Claude Code npm package that included a=
source map file with entirety of Claude Code's source code =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C </div>
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<a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.minimax.= io%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3Dprimar= y_2026_04_01/1/0100019d48915b1a-d3680728-be98-405a-9170-12788e07e049-000000= /XjUL7BwUuCv1SmrFmIoTBJZSJOGtx5jNKEWcROyjZMQ=3D451"><img src=3D"
https://ima= ges.tldr.tech/minimax.png" valign=3D"middle" style=3D"vertical-align: middl=
e !important; height: 100%;" alt=3D"MiniMax"></a></td></tr></tbody></table>
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<h1><strong>TLDR <span id=3D"date">2026-04-01</span></strong></h1>
</div>
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id=3D"sponsy-copy"><td class=3D"container" style=3D"padding: 15px 15px;">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.minimax.io%2F%3Futm_source=3Dtldr%26utm_medium=3Dne= wsletter%26utm_campaign=3Dprimary_2026_04_01/2/0100019d48915b1a-d3680728-be= 98-405a-9170-12788e07e049-000000/PYDOXGTvcarbsAJNd2ZUnbVsCvaxeetKVkkmD84mj9= g=3D451">
<span>
<strong>=E2=98=84=EF=B8=8F MiniMax = Releases M2.7: A New Agentic Model Built on Self-Evolution (Sponsor)</stron=
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
M2.7 is MiniMax's latest model, the fir=
st to deeply participate in its own training, handling complex multi-step a= gentic tasks and on par with Sonnet 4.6 on OpenClaw at a fraction of the co= st. Its M2.5 was the first open-weight model in Notion's Custom Agents line= up, alongside Claude and GPT, and became the most-used model on OpenClaw wi= thin a month of release. =E2=86=92 <a class=3D"underline underline underlin= e-offset-2 decoration-1 decoration-current/40 hover:decoration-current focu= s:decoration-current" href=3D"
https://tracking.tldrnewsletter.com/CL0/https= :%2F%2Fwww.minimax.io%2F%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26ut= m_campaign=3Dprimary_2026_04_01/3/0100019d48915b1a-d3680728-be98-405a-9170-= 12788e07e049-000000/B_e1hGAkYPOYfuJdYsS_TBWp1TrRovPQTY49C9wdG58=3D451" rel= =3D"noopener noreferrer nofollow" target=3D"_blank"><span><strong>Try M2.7<= /strong></span></a>
<p></p>
<p>MiniMax is also open-sourcing their Office Skills library(MIT): 4 produc= tion-grade Skills for Word, Excel, PDF & PPT that generate actually del= iverable files. Works with Claude Code, Cursor, Codex & OpenCode. =E2= =86=92 <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithu= b.com%2FMiniMax-AI%2Fskills%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%2= 6utm_campaign=3Dprimary_2026_04_01/1/0100019d48915b1a-d3680728-be98-405a-91= 70-12788e07e049-000000/jmUDjyO-TBTmdfVF8Mqka1oX8H1-qduxKPFQFM0-tmk=3D451" r= el=3D"noopener noreferrer nofollow" target=3D"_blank"><span><strong>Check o=
ut the open source Skills library [Github]</strong></span></a></p>
<p>New: MiniMax launches the world's first subscription supporting all moda= lities: M2.7, video, voice, music and image, with no surprise bills. =E2=86= =92 <a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fplatform= .minimax.io%2Fsubscribe%2Ftoken-plan%3Futm_source=3Dtldr%26utm_medium=3Dnew= sletter%26utm_campaign=3Dprimary_2026_04_01/1/0100019d48915b1a-d3680728-be9= 8-405a-9170-12788e07e049-000000/yKKpVmve4Kl9i1euJYtjigOt_RnskZnuMWryL8O0Y8Q= =3D451" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span><stron= g>Subscribe to the new Token Plan</strong></span></a>
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<h1><strong>Big Tech & Startups</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%2Farstechnica.com%2Fai%2F2026%2F03%2Fentire-claude-code-c= li-source-code-leaks-thanks-to-exposed-map-file%2F%3Futm_source=3Dtldrnewsl= etter/1/0100019d48915b1a-d3680728-be98-405a-9170-12788e07e049-000000/VU3tw6= WYuZetxbhECKOxSxVVdhn7S8IfB2wLmpK-uiY=3D451">
<span>
<strong>Entire Claude Code CLI sour=
ce code leaks thanks to exposed map file (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Anthropic recently published a version =
of the Claude Code npm package that included a source map file that could b=
e used to access the entirety of Claude Code's source code. More than 512,0=
00 lines of code were leaked on a public GitHub repository, which has since=
been forked tens of thousands of times. Developers are already analyzing t=
he code to find out how Claude Code works. Anthropic has publicly acknowled= ged the mistake.
</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%2Flinks.tldrnewsletter.com%2FDb0bgV/1/0100019d48915b1a-d3= 680728-be98-405a-9170-12788e07e049-000000/Kcbf9SJdHgn0rSIdlyb7YBveBR6dGNxJ-= x9pbOWvnrk=3D451">
<span>
<strong>Apple Tests Siri Feature Th=
at Handles Multiple Commands at Once (3 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple is testing a feature in Siri that=
will let it process multiple requests in a single query. Siri currently re= quires users to make requests individually. The new feature will allow user=
s to combine requests, for example, ask Siri to check the weather, create a=
calendar appointment, and send a message, all within a single prompt. The = new Siri is expected to be released at Apple's Worldwide Developers Confere= nce on June 8.
</span>
</span>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =9A=80</span></div>
</div>
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<div class=3D"text-block">
<div style=3D"text-align: center;">
<h1><strong>Science & Futuristic Technology</strong></h1>
</div>
</div>
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<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.worksinprogress.news%2Fp%2Fthe-cruise-missiles-of-m= edicine%3Futm_source=3Dtldrnewsletter/1/0100019d48915b1a-d3680728-be98-405a= -9170-12788e07e049-000000/rXFL5or8eGBLRF1dgC1-JjFO2sqKvOBl2wecZbXgGRU=3D451=
<span>
<strong>Microbubbles (7 minute read= )</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Microbubbles are tiny gas-filled bubble=
s with a protective outer shell that are capable of carrying drugs or genet=
ic material to cells in the body. They are too large to leave the bloodstre= am, so they deliver drugs by bursting on command, briefly forcing open biol= ogical barriers to allow treatments to pass through. The force of their bur= sts can be used to break apart kidney stones. These bubbles can be steered,=
so they can carry therapies through the bloodstream to release precisely w= here they're needed.
</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%2Farstechnica.com%2Fsecurity%2F2026%2F03%2Fnew-quantum-co= mputing-advances-heighten-threat-to-elliptic-curve-cryptosystems%2F%3Futm_s= ource=3Dtldrnewsletter/1/0100019d48915b1a-d3680728-be98-405a-9170-12788e07e= 049-000000/DHq62QobSNdYKRqI9ksagafPTBvAGobnLx6l3DLaQSg=3D451">
<span>
<strong>Quantum computers need vast=
ly fewer resources than thought to break vital encryption (7 minute read)</= strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Two independently written whitepapers h= ave come to the same conclusion that building a utility-scale quantum compu= ter that can crack elliptic curves requires far fewer resources than antici= pated. The papers are the latest sign that cryptographically relevant quant=
um computing at utility-scale is making meaningful progress. The advances a=
re being driven by new quantum architectures that operate correctly even in=
the presence of errors, and ever more efficient algorithms. Neither of the=
papers has yet been peer reviewed.
</span>
</span>
</div>
</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= =92=BB</span></div></div>
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<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
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<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%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-= 602d30e5001e%3Futm_source=3Dtldrnewsletter/1/0100019d48915b1a-d3680728-be98= -405a-9170-12788e07e049-000000/pbOcg9D_Qi3yiOhL_eo3KbHjYeWFgJFbdB1mEdB8uJ0= =3D451">
<span>
<strong>TLDR is hiring a Senior Sof= tware Engineer, Applied AI ($250k-$350k, Fully Remote)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
As the first engineer on TLDR's new App= lied AI team, you'll build AI agents to automate end-to-end workflows and l= ead our context engineering project to allow non-technical teammates create=
their own AI workflows. <a href=3D"
https://tracking.tldrnewsletter.com/CL0= /https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e= 5001e/1/0100019d48915b1a-d3680728-be98-405a-9170-12788e07e049-000000/4eKuaG= GhHv_EhWKpR2GKnt5ZXlFgd5pZKLh-BJPCj_8=3D451" rel=3D"noopener noreferrer" ta= rget=3D"_blank"><span>Learn more</span></a>.
</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%2Flinks.tldrnewsletter.com%2FsCHaFt/1/0100019d48915b1a-d3= 680728-be98-405a-9170-12788e07e049-000000/ZnTUrhA-iYV_piTq8uyPO_9qRcd5ki2qB= lI8ht2Ya0Q=3D451">
<span>
<strong>Inside the Claude Code sour=
ce (9 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Claude Code CLI's source code was recen= tly leaked on GitHub. This post breaks down how the system works, where Ant= hropic made clever engineering choices, and where Anthropic's approach dive= rges from OpenAI's Codex. Claude Code is about 500,000 lines of TypeScript,=
with the actual API call comprising maybe 200 of them. Everything else in = the harness.
</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%2Fnewsletter.pragmaticengineer.com%2Fp%2Fwhat-is-inferenc= e-engineering%3Futm_source=3Dtldrnewsletter/1/0100019d48915b1a-d3680728-be9= 8-405a-9170-12788e07e049-000000/SVVbDdy_zAbLgSKV4jQorYBdhuVQwYRV2N0CBhq5pU0= =3D451">
<span>
<strong>What is inference engineeri= ng? Deepdive (45 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Inference is when a model takes an inpu=
t and generates an output, one token at a time. Inference engineering is be= coming more widespread as open models become more capable. With closed mode= ls, inference engineering is only done by the AI engineers who build the mo= del, but anyone can tinker with open models. This post discusses what infer= ence engineering is and some interesting approaches to inference engineerin=
g worth knowing about.
</span>
</span>
</div>
</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>
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<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%2Fcolossus.com%2Farticle%2Fproject-mario-demis-hassabis-d= eepmind-mallaby%2F%3Futm_source=3Dtldrnewsletter/1/0100019d48915b1a-d368072= 8-be98-405a-9170-12788e07e049-000000/NGTvE8xE7rsgMImagXKKXFCL-Qzgr1tW9LjTHs= xCCz4=3D451">
<span>
<strong>Project Mario (50 minute re= ad)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google decided to restructure itself in=
2015, spinning out chunks of its operation as semi-independent bets and cr= eating a holding company called Alphabet to preside over them. DeepMind use=
d the opportunity to regain its independence. It planned to create a new De= epMind with a board comprising three people from DeepMind, three people fro=
m Alphabet, and three independent members. The ensuing governance talks wer=
e dubbed by DeepMind's leaders as 'Project Mario'.
</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=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F6c5pry/1/0100019d48915b1a-d3= 680728-be98-405a-9170-12788e07e049-000000/0e19HKCSHaHetaHxDd4VVekn2GQ9Q2Ier= 3jlHjx84bg=3D451">
<span>
<strong>Meet the Startup That Used =
AI and OpenClaw to Automate Its Own Developers (7 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
JustPaid, a California-based startup, u= sed a combination of OpenClaw and Claude Code to create a team of seven AI = agents to grind out code 24/7. The agents have built 10 major features in a=
month, each of which would have taken a team of human developers a month o=
r more to build. JustPaid plans to eventually replace all its employees wit=
h AI. The company currently has nine employees - its latest human hire was = trained almost entirely by the AI agent engineers.
</span>
</span>
</div>
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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>
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<h1><strong>Quick Links</strong></h1>
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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">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fmetalbear.com%2Fmirrord%2Fai-agents%2F%3Futm_source=3Dt= ldrdevops%26utm_medium=3Dtldrnewsletter%26utm_campaign=3Dql-20260330%26utm_= content=3Dstd/1/0100019d48915b1a-d3680728-be98-405a-9170-12788e07e049-00000= 0/aZ0dOwWtPAnfaKQhQGtfEismfolqGs9u2PCVpDw4C94=3D451">
<span>
<strong>mirrord =E2=80=94 Give AI c= oding agents real-world context so they write working code, not guesswork (= Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Your AI agents are fast but flying blin=
d. mirrord connects them to real API responses, database state, and queue p= ayloads so every change gets tested against actual staging. <a href=3D"http= s://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmetalbear.com%2Fmirrord%2Fa= i-agents%2F%3Futm_source=3Dtldrdevops%26utm_medium=3Dtldrnewsletter%26utm_c= ampaign=3Dql-20260330%26utm_content=3Dstd/2/0100019d48915b1a-d3680728-be98-= 405a-9170-12788e07e049-000000/Yr2PbBQcSSQ4MjdPhvC5loZ-7tx31JHRqDM3WOi85yE= =3D451" rel=3D"noopener noreferrer nofollow" target=3D"_blank"><span>See ho=
w monday.com cut dev cycle time by 70%.</span></a>
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https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F3XtTUn/1/0100019d48915b1a-d3= 680728-be98-405a-9170-12788e07e049-000000/FUFeZTljXryMtYxJoMqrbqAXNjdBhLmCr= LDFkYYuX18=3D451">
<span>
<strong>Oracle Lays Off Workers Ami=
d Heavy AI Investment (4 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The full scope of the layoffs isn't cle= ar, but some employees are reporting a reduction far in the thousands.
</span>
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F03%2F31%2Fhacker-hijacks-axios-= open-source-project-used-by-millions-to-push-malware%2F%3Futm_source=3Dtldr= newsletter/1/0100019d48915b1a-d3680728-be98-405a-9170-12788e07e049-000000/a= zNVD6gfKp9yUbMqxFeuZE8dQNBGRLoMZG00A16vb7E=3D451">
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<strong>North Korean hackers blamed=
for hijacking popular Axios open source project to spread malware (3 minut=
e read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Malicious versions of popular open sour=
ce software development tool, Axios, were published on Monday, putting mill= ions of developers at risk of being compromised.
</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=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fblog.happyfellow.dev%2Fthe-subprime-technical-debt-cris= is%2F%3Futm_source=3Dtldrnewsletter/1/0100019d48915b1a-d3680728-be98-405a-9= 170-12788e07e049-000000/Eex3zLvM9M77ckASDCHMvR7nIpnhtTblnsOxnCOWHjQ=3D451">
<span>
<strong>The Subprime Technical Debt=
Crisis (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Businesses are using AI under the assum= ption that the technology will eventually improve to the point that it will=
easily solve all of the technical debt currently accruing, but this might = not be true.
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<div class=3D"text-block">
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Fgadgets%2F2026%2F03%2Fyou-can-finally= -change-the-goofy-gmail-address-you-chose-years-ago%2F%3Futm_source=3Dtldrn= ewsletter/1/0100019d48915b1a-d3680728-be98-405a-9170-12788e07e049-000000/nm= dZ3cDqIt5Q99smC7_a-z5NIjxoYsNxUEWbbxjHDG0=3D451">
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<strong>You can finally change the = goofy Gmail address you chose years ago (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Gmail users can now create new account = names without losing access to their old addresses.
</span>
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<span>
<strong>Google Readies Screenless F= itbit Band to Rival Growing Whoop Craze (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
The band will integrate with an AI-powe= red personal health coach inside the newly redesigned Fitbit app.
</span>
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<span>
<strong>OpenAI Closes Silicon Valle= y's Largest-Ever Funding Round (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
OpenAI has raised $122 billion in a rou=
nd that values the company at $852 billion.
</span>
</span>
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