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    The newsletter for ai builders of all levels. Mini-tutorials, tool reviews,
    and lay of the land from an exited founder turned investor and forever tinkerer.
    Hey folks, Over the weekend, the 'evals’ [...] 
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View this post on the web at https://www.bensbites.com/p/any-model-in-your-=
cli

The newsletter for ai builders of all levels. Mini-tutorials, tool reviews,=
 and lay of the land from an exited founder turned investor and forever tin=
kerer.
Hey folks,
Over the weekend, the 'evals=E2=80=99 debate really took off on Twitter. De=
bates like this have a ton of =E2=80=9Cis a burger a sandwich?=E2=80=9D non=
sense, but the big question is: should you, as an AI product builder, have =
a testing process for how well your product performs on certain tasks? Of c=
ourse, the answer is yes, and of course, the usual caveat applies: both too=
 little or too much of this testing are bad. I plucked some snippets from p=
eople who wrote good stuff about evals this weekend:
Shreya (In defence of evals [ https://substack.com/redirect/25ff8641-d589-4=
5b9-a927-07a4c69692b6?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-d=
DoY65nRFuKyXTI ]): Expertise lets you avoid static metrics. Dogfooding (usi=
ng your own product) as an expert regularly and updating it based on the vi=
bes is evals. To paraphrase this: =E2=80=9Cwe don=E2=80=99t do evals=E2=80=
=9D is mostly a misnomer like =E2=80=9Cour sci-fi movie has no CGI.=E2=80=
=9D
Alex (Evals are a scam) [ https://substack.com/redirect/46de4235-4b56-4770-=
8e04-8b4cfb90ccfa?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY6=
5nRFuKyXTI ]: You don=E2=80=99t outsource evals to someone with zero expert=
ise about your product. You can use their tooling to measure something, but=
 don=E2=80=99t let them tell you what to measure. Most evals companies sell=
 logging, observability and complexity beyond that.
other posts:=20
What are evals, and who needs them? [ https://substack.com/redirect/e218562=
a-b1be-451e-b7a1-b4ded409bc81?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7l=
Ssm9yN-dDoY65nRFuKyXTI ] - Ben Hylak, CTO Raindrop (A/B testing product)
A/B testing can=E2=80=99t keep up with AI [ https://substack.com/redirect/b=
c9b80d2-0de2-46db-920f-be453b3ae045?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRd=
ouqz7lSsm9yN-dDoY65nRFuKyXTI ] - Ankur Goyal, CEO Braintrust (evals product=
)
You can now Branch chats in ChatGPT [ https://substack.com/redirect/2b6d4bc=
7-e6e6-48dc-b92e-44cd87d4c314?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7l=
Ssm9yN-dDoY65nRFuKyXTI ]. Click on the three dots after any response to cre=
ate a copy of your chat up until that message, where you can talk about som=
ething different. I assume this will be very useful for hashing out a produ=
ct idea in a chat and then branching it once you want the model to code/cre=
ate PRDs, etc.
We keep hearing of the mass movements from Claude Code to Codex - but no do=
ubt that=E2=80=99ll reverse with another Claude model. But if you want to g=
et your hands on a new CLI tool that supports gpt/claude/gemini models - ad=
d a reply in this thread [ https://substack.com/redirect/2b67b666-d879-49ec=
-9917-01ddba4fe10e?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY=
65nRFuKyXTI ] and I=E2=80=99ll get you access.
An early tester had this to say =E2=80=9Cam i allowed to tweet about the cl=
i yet? it definitely feels much nicer than codex for gpt-5 agents=E2=80=9D.=
=20
Kimi K2 has a new variant [ https://substack.com/redirect/f1e45965-2c29-4eb=
6-9130-643593cb0e57?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDo=
Y65nRFuKyXTI ] that=E2=80=99s better than Opus 4.1 on Terminal-Bench and as=
 good as Sonnet 4 across other software engineering benchmarks.
OpenRouter has two new stealth models [ https://substack.com/redirect/a86dc=
496-f347-4310-8497-c715f2f5c1de?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz=
7lSsm9yN-dDoY65nRFuKyXTI ] - Sonoma Sky Alpha and Sonoma Dusk Alpha. 2M con=
text window and likely as good as Opus and Sonnet. Guess is that they are f=
rom xAI.
MCPs now have an official Registry [ https://substack.com/redirect/4c266189=
-090c-4bb5-8252-85d90977fcc1?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lS=
sm9yN-dDoY65nRFuKyXTI ] - An open catalogue and API for publicly available =
MCP servers to improve discoverability and implementation. Smithery [ https=
://substack.com/redirect/178fa2f2-7bbc-4c68-aa0f-8af77024f86a?j=3DeyJ1IjoiN=
mcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] (portco) now suppo=
rts MCPs hosted from anywhere. Listen to Henry (founder) talk about MCP [ h=
ttps://substack.com/redirect/b6698374-6a33-42d9-9810-832a225cfca9?j=3DeyJ1I=
joiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ].
How are you evaluating your AI outputs? Learn how the experts quickly and a=
ccurately evaluate AI using LLM judges [ https://substack.com/redirect/a74a=
0ced-e685-4f7f-b3ff-5cc16c55a567?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouq=
z7lSsm9yN-dDoY65nRFuKyXTI ]. Enjoy 70 pages of content on how to automate e=
valuations using advanced techniques, including practical frameworks for bu=
ilding your own LLM judges. Get the free eBook [ https://substack.com/redir=
ect/a74a0ced-e685-4f7f-b3ff-5cc16c55a567?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ34=
47iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ]!*
*sponsored
 =F0=9F=8C=90 What I=E2=80=99m consuming
How to code with Droids [ https://substack.com/redirect/e817b59c-77f2-41e8-=
8356-2a1ee5c65c54?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY6=
5nRFuKyXTI ] - step-by-step guide for how artists, designers, writers, and =
more can create software.
How we built an interpreter for Swift [ https://substack.com/redirect/df964=
975-997c-4211-9662-8aef2b700dc2?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz=
7lSsm9yN-dDoY65nRFuKyXTI ].
Build an AI life co-pilot [ https://substack.com/redirect/efab870d-d2b5-42c=
a-b703-bfad7c475368?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDo=
Y65nRFuKyXTI ] with Claude Code in 25 minutes.
Using linters to direct agents [ https://substack.com/redirect/4f303a82-773=
7-4367-b257-8580dfd4d94b?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9y=
N-dDoY65nRFuKyXTI ].
In the age of AI, young founders aren=E2=80=99t waiting to grow up. [ https=
://substack.com/redirect/02a664af-9da0-4f3b-827b-100427dce29e?j=3DeyJ1IjoiN=
mcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ]
The bear and bull case for local models [ https://substack.com/redirect/7fd=
bdcf7-40c3-4764-9f11-40209e51103c?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdou=
qz7lSsm9yN-dDoY65nRFuKyXTI ] in just 4 basic graphs.
 =E2=9A=99=EF=B8=8F  Tools to tinker with
Fenic [ https://substack.com/redirect/afa3c52f-d813-45ac-b34e-d3506d78ebe3?=
j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] - OSS=
 PySpark-inspired DataFrame library for LLMs. Run semantic joins, batch inf=
erence, and transform markdown & transcript to insight.*
Operate [ https://substack.com/redirect/d5926ac4-9d7f-4d10-82e1-c0ddb4be39e=
9?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] - P=
recision-built CRM designed for sales and built for founders.
Whisper [ https://substack.com/redirect/210721cb-d6f1-4994-9910-ec7ab464095=
1?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] - D=
esktop AI that sees your screen and delivers everything proactively.
Notte [ https://substack.com/redirect/88a4f185-3558-4e3c-a67b-64a81a717878?=
j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] - Bui=
ld and deploy agents that work on the web without breaking.
Compound by Groq [ https://substack.com/redirect/f00c68ce-c498-48eb-8cd7-b9=
94542f623b?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKy=
XTI ] - Use open models with a complete set of agentic tooling, including w=
eb search, code execution,  browser automation and more.
Oasis 2.0 [ https://substack.com/redirect/bde5667e-f356-42e8-bc0e-6d39e74a5=
359?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] -=
 Re-skin Minecraft in real-time, 1080p, 30 fps.
NotebookLM [ https://substack.com/redirect/edbe0f5e-5463-43e5-905a-bff43976=
b5e9?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] =
got Flashcards, Quizzes, more report templates and new voices for Audio Ove=
rviews.
Rork for iOS [ https://substack.com/redirect/2cca1210-6d78-4dd2-95c2-27f4a0=
39161f?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI =
] - make apps from your phone (launched on Product Hunt [ https://substack.=
com/redirect/bbf2759a-64b7-41ea-b5aa-3723f10b5a55?j=3DeyJ1IjoiNmcweTk2In0.4=
KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ])
List of mini tools for everyday work [ https://substack.com/redirect/e301f0=
62-e061-42fd-99b5-fe3d8aceac92?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7=
lSsm9yN-dDoY65nRFuKyXTI ] (by Simon Willison)
*sponsored
 =F0=9F=A5=A3 Dev dish
BuildKit 2.0 [ https://substack.com/redirect/33610efc-d470-4fe6-9629-45198a=
330dd2?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI =
] - shadcn for AI tools. Build AI tools and MCPs in minutes.
Twiggy [ https://substack.com/redirect/f9c49ae0-523b-4a7f-9c1f-700e016d7dde=
?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] - Le=
t your cursor agent see your entire codebase's structure in real-time.
OpenAPI to MCP [ https://substack.com/redirect/7a21b920-09f9-4689-bffb-6e42=
58d926a1?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXT=
I ] - Convert any server described with OpenAPI into an MCP endpoint!
Open-source example of an end-to-end vibe-coding platform. [ https://substa=
ck.com/redirect/1b54af83-501c-40c1-a336-e4e63b048bc0?j=3DeyJ1IjoiNmcweTk2In=
0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] (demo [ https://substack.co=
m/redirect/fc2c1dcf-12bd-4244-b2c4-3b26c62536e9?j=3DeyJ1IjoiNmcweTk2In0.4Km=
lcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ])
SemTools [ https://substack.com/redirect/31da5ba6-0594-43c1-bbfb-b617cfe225=
a2?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ] - =
a toolkit for parsing and semantic search in the CLI. (read more [ https://=
substack.com/redirect/2f937314-b5d7-4f19-b316-0a026bd6c0c7?j=3DeyJ1IjoiNmcw=
eTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ])
Stagehand Agent [ https://substack.com/redirect/f48fbfeb-8905-4869-92cb-a2f=
2695b5156?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyX=
TI ] (browser automation) can now use MCP tools. (examples [ https://substa=
ck.com/redirect/3de204d3-636a-41b8-b9b8-30de2bb775b3?j=3DeyJ1IjoiNmcweTk2In=
0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ])
Cursor will soon support custom /slash commands [ https://substack.com/redi=
rect/ece9cd7a-7a26-444a-84bd-f1ec331b58f6?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3=
447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ].
Codex CLI now has web search [ https://substack.com/redirect/ab234752-e2c3-=
4686-bfdb-53180b192fcf?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-=
dDoY65nRFuKyXTI ]. Enable it with --search flag.
  =F0=9F=8D=A6 Afters
Story Arc Engine [ https://substack.com/redirect/eadb1262-3ad1-43f4-907e-a3=
d9d9562ccb?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKy=
XTI ] - Tweak parts of a story to see how plot changes trickle down to the =
rest of the story.
Nano-banana browser [ https://substack.com/redirect/6a202a99-0a41-4909-80e4=
-32ec6eb5e6c7?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRF=
uKyXTI ] - Generate websites (screenshots) based on the URLs.=20
OpenAI is=20
a) planning to build a job platform [ https://substack.com/redirect/d32775f=
e-f16c-44bf-b996-c7d226a40374?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7l=
Ssm9yN-dDoY65nRFuKyXTI ] to match talent with businesses using AI
b) backing a full-length animated film [ https://substack.com/redirect/b5b4=
70f3-173a-4b99-b685-78d2c3615088?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouq=
z7lSsm9yN-dDoY65nRFuKyXTI ] to tap into Hollywood.
sfcompute is hiring [ https://substack.com/redirect/5ed66fae-c91f-4b17-ba65=
-cc163f1d6d87?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRF=
uKyXTI ] for systems & networking engineers.
I hate my friend [ https://substack.com/redirect/fcfd448d-57ec-446f-aed1-5e=
bf1f483b59?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKy=
XTI ] - review of the =E2=80=9Cfriend=E2=80=9D pendant by Wired.=20
A new startup, Alterego [ https://substack.com/redirect/3ad67e37-8bb3-4a06-=
82e1-b57a6589d67e?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY6=
5nRFuKyXTI ], claims it can capture silent speech (mouthing) and let you ta=
ke notes, reminders or talk to other people using their device.
Enjoy this newsletter? Forward it to a friend.
That=E2=80=99s it for today. Feel free to comment and share your thoughts. =
=F0=9F=91=8B
Find me on X [ https://substack.com/redirect/8ba8e594-ff2c-47a9-9c7c-8a9042=
8d0239?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI =
], Linkedin [ https://substack.com/redirect/02914ea4-ff8a-44d0-abf5-e42df25=
2a50b?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ]=
, or Instagram [ https://substack.com/redirect/0e868c74-a060-450b-92db-132b=
1d00f2bf?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXT=
I ]
Read about me [ https://substack.com/redirect/b32bb922-8c0f-403c-b403-e8df2=
26785de?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI=
 ] and ben=E2=80=99s bites
=F0=9F=93=B7 thumbnail creds: @keshavatearth [ https://substack.com/redirec=
t/f167934c-1d03-4eea-977f-c38c18e1116f?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447=
iRdouqz7lSsm9yN-dDoY65nRFuKyXTI ]

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}</style></head><body class=3D"email-body" style=3D"font-kerning: auto;--im=
age-offset-margin: -120px;"><img src=3D"https://eotrx.substackcdn.com/open?=
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mportant;margin-right:0 !important;margin-left:0 !important;padding-top:0 !=
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ft:0 !important;"/><div class=3D"preview" style=3D"display:none;font-size:1=
px;color:#333333;line-height:1px;max-height:0px;max-width:0px;opacity:0;ove=
rflow:hidden;">MCP tools, secret models and an evals debate</div><div class=
=3D"preview" style=3D"display:none;font-size:1px;color:#333333;line-height:=
1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">&#847; &nbsp; =
&#8199; &#173;&#847; &nbsp; &#8199; &#173;&#847; &nbsp; &#8199; &#173;&#847=
; &nbsp; &#8199; &#173;&#847; &nbsp; &#8199; &#173;&#847; &nbsp; &#8199; &#=
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hlLVVQS2ZQdDM5WmllR2Y0Y3lzaDZZX0dDY0lXX2R3R0EiLCJwIjoxNzMxNjQwNjQsInMiOjQzN=
zkyOTksImYiOnRydWUsInUiOjM4OTcxNTMwNiwiaWF0IjoxNzU3NDI0MTk4LCJleHAiOjIwNzMw=
MDAxOTgsImlzcyI6InB1Yi0wIiwic3ViIjoibGluay1yZWRpcmVjdCJ9.qTrvgxbz1IG_wTbQmK=
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,55);line-height: 26px;font-size: 16px;margin-top: 0;"><em>The newsletter f=
or ai builders of all levels. Mini-tutorials, tool reviews, and lay of the =
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-btn primary" href=3D"https://substack.com/redirect/2/eyJlIjoiaHR0cHM6Ly93d=
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dget&utm_content=3D173164064" style=3D"font-family: system-ui,-apple-system=
,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif,'Apple Col=
or Emoji','Segoe UI Emoji','Segoe UI Symbol';display: inline-block;box-sizi=
ng: border-box;cursor: pointer;border: none;border-radius: 8px;font-size: 1=
4px;line-height: 20px;font-weight: 600;text-align: center;opacity: 1;outlin=
e: none;white-space: nowrap;text-decoration: none !important;margin: 0 auto=
;background-color: #2970ff;color: #ffffff !important;padding: 12px 20px;hei=
ght: auto;"><span style=3D"color: #ffffff;text-decoration: none;">Upgrade t=
o paid</span></a></div></div><div style=3D"font-size: 16px;line-height: 26p=
x;"><hr style=3D"margin: 32px 0;padding: 0;height: 1px;background: #e6e6e6;=
border: none;"></div><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);li=
ne-height: 26px;font-size: 16px;">Hey folks,</p><p style=3D"margin: 0 0 20p=
x 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;">Over the weeke=
nd, the 'evals&#8217; debate really took off on Twitter. Debates like this =
have a ton of &#8220;is a burger a sandwich?&#8221; nonsense, but the big q=
uestion is: should you, as an AI product builder, have a testing process fo=
r how well your product performs on certain tasks? Of course, the answer is=
 yes, and of course, the usual caveat applies: both too little or too much =
of this testing are bad. I plucked some snippets from people who wrote good=
 stuff about evals this weekend:</p><ul style=3D"margin-top: 0;padding: 0;"=
><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D=
"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border=
-box;padding-left: 4px;font-size: 16px;margin: 0;"><span>Shreya (</span><a =
href=3D"https://substack.com/redirect/25ff8641-d589-45b9-a927-07a4c69692b6?=
j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D=
"" style=3D"color: rgb(54,55,55);text-decoration: underline;">In defence of=
 evals</a><span>): Expertise lets you avoid static metrics. Dogfooding (usi=
ng your own product) as an expert regularly and updating it based on the vi=
bes is evals. To paraphrase this: &#8220;we don&#8217;t do evals&#8221; is =
mostly a misnomer like &#8220;our sci-fi movie has no CGI.&#8221;</span></p=
></li><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p sty=
le=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: b=
order-box;padding-left: 4px;font-size: 16px;margin: 0;"><span>Alex (</span>=
<a href=3D"https://substack.com/redirect/46de4235-4b56-4770-8e04-8b4cfb90cc=
fa?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=
=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">Evals are =
a scam)</a><span>: You don&#8217;t outsource evals to someone with zero exp=
ertise about your product. You can use their tooling to measure something, =
but don&#8217;t let them tell you what to measure. Most evals companies sel=
l logging, observability and complexity beyond that.</span></p></li><li sty=
le=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"margin:=
 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-siz=
ing: border-box;padding-left: 4px;font-size: 16px;">other posts: </p><ul st=
yle=3D"margin-top: 0;padding: 0;"><li style=3D"margin: 8px 0 0 32px;mso-spe=
cial-format: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;ma=
rgin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;mar=
gin: 0;"><a href=3D"https://substack.com/redirect/e218562a-b1be-451e-b7a1-b=
4ded409bc81?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuK=
yXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">W=
hat are evals, and who needs them?</a><span> - Ben Hylak, CTO Raindrop (A/B=
 testing product)</span></p></li><li style=3D"margin: 8px 0 0 32px;mso-spec=
ial-format: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;mar=
gin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;marg=
in: 0;"><a href=3D"https://substack.com/redirect/bc9b80d2-0de2-46db-920f-be=
453b3ae045?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKy=
XTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">A/=
B testing can&#8217;t keep up with AI</a><span> - Ankur Goyal, CEO Braintru=
st (evals product)</span></p></li></ul></li></ul><p style=3D"margin: 0 0 20=
px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;"><strong><a hr=
ef=3D"https://substack.com/redirect/2b6d4bc7-e6e6-48dc-b92e-44cd87d4c314?j=
=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"=
" style=3D"color: rgb(54,55,55);text-decoration: underline;">You can now Br=
anch chats in ChatGPT</a></strong><span>. Click on the three dots after any=
 response to create a copy of your chat up until that message, where you ca=
n talk about something different. I assume this will be very useful for has=
hing out a product idea in a chat and then branching it once you want the m=
odel to code/create PRDs, etc.</span></p><p style=3D"margin: 0 0 20px 0;col=
or: rgb(54,55,55);line-height: 26px;font-size: 16px;"><span>We keep hearing=
 of the </span><strong>mass movements from Claude Code to Codex</strong><sp=
an> - but no doubt that&#8217;ll reverse with another Claude model. But if =
you want to get your hands on a new CLI tool that supports gpt/claude/gemin=
i models - </span><a href=3D"https://substack.com/redirect/2b67b666-d879-49=
ec-9917-01ddba4fe10e?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dD=
oY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: unde=
rline;">add a reply in this thread</a><span> and I&#8217;ll get you access.=
</span></p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height:=
 26px;font-size: 16px;"><span>An early tester had this to say </span><em>&#=
8220;am i allowed to tweet about the cli yet? it definitely feels much nice=
r than codex for gpt-5 agents&#8221;.</em><span> </span></p><p style=3D"mar=
gin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-size: 16px;"><s=
trong><a href=3D"https://substack.com/redirect/f1e45965-2c29-4eb6-9130-6435=
93cb0e57?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXT=
I" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">Kimi=
 K2 has a new variant</a></strong><span> that&#8217;s better than Opus 4.1 =
on Terminal-Bench and as good as Sonnet 4 across other software engineering=
 benchmarks.</span></p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);=
line-height: 26px;font-size: 16px;"><span>OpenRouter has </span><strong><a =
href=3D"https://substack.com/redirect/a86dc496-f347-4310-8497-c715f2f5c1de?=
j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D=
"" style=3D"color: rgb(54,55,55);text-decoration: underline;">two new steal=
th models</a></strong><span> - Sonoma Sky Alpha and Sonoma Dusk Alpha. 2M c=
ontext window and likely as good as Opus and Sonnet. Guess is that they are=
 from xAI.</span></p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);li=
ne-height: 26px;font-size: 16px;"><strong><a href=3D"https://substack.com/r=
edirect/4c266189-090c-4bb5-8252-85d90977fcc1?j=3DeyJ1IjoiNmcweTk2In0.4Kmlcu=
JQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,5=
5);text-decoration: underline;">MCPs now have an official Registry</a></str=
ong><span> - An open catalogue and API for publicly available MCP servers t=
o improve discoverability and implementation. </span><a href=3D"https://sub=
stack.com/redirect/178fa2f2-7bbc-4c68-aa0f-8af77024f86a?j=3DeyJ1IjoiNmcweTk=
2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: =
rgb(54,55,55);text-decoration: underline;">Smithery</a><span> (portco) now =
supports MCPs hosted from anywhere. Listen to Henry (founder) </span><a hre=
f=3D"https://substack.com/redirect/b6698374-6a33-42d9-9810-832a225cfca9?j=
=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"=
" style=3D"color: rgb(54,55,55);text-decoration: underline;">talk about MCP=
</a><span>.</span></p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);l=
ine-height: 26px;font-size: 16px;"><strong>How are you evaluating your AI o=
utputs?</strong><span> Learn how the experts quickly and accurately </span>=
<a href=3D"https://substack.com/redirect/a74a0ced-e685-4f7f-b3ff-5cc16c55a5=
67?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=
=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">evaluate A=
I using LLM judges</a><span>. Enjoy 70 pages of content on how to automate =
evaluations using advanced techniques, including practical frameworks for b=
uilding your own LLM judges. </span><a href=3D"https://substack.com/redirec=
t/a74a0ced-e685-4f7f-b3ff-5cc16c55a567?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447=
iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);tex=
t-decoration: underline;">Get the free eBook</a><span>!*</span></p><h6 styl=
e=3D"font-family: 'SF Pro Display',-apple-system-headline,system-ui,-apple-=
system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif,'App=
le Color Emoji','Segoe UI Emoji','Segoe UI Symbol';font-weight: bold;-webki=
t-font-smoothing: antialiased;-moz-osx-font-smoothing: antialiased;-webkit-=
appearance: optimizelegibility;-moz-appearance: optimizelegibility;appearan=
ce: optimizelegibility;margin: 1em 0 0.625em 0;color: rgb(54,55,55);line-he=
ight: 1.16em;"><em>*sponsored</em></h6><div style=3D"font-size: 16px;line-h=
eight: 26px;"><hr style=3D"margin: 32px 0;padding: 0;height: 1px;background=
: #e6e6e6;border: none;"></div><h3 class=3D"header-anchor-post" style=3D"po=
sition: relative;font-family: 'SF Pro Display',-apple-system-headline,syste=
m-ui,-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,san=
s-serif,'Apple Color Emoji','Segoe UI Emoji','Segoe UI Symbol';font-weight:=
 bold;-webkit-font-smoothing: antialiased;-moz-osx-font-smoothing: antialia=
sed;-webkit-appearance: optimizelegibility;-moz-appearance: optimizelegibil=
ity;appearance: optimizelegibility;margin: 1em 0 0.625em 0;color: rgb(54,55=
,55);line-height: 1.16em;font-size: 1.375em;"><strong> </strong><span>&#127=
760;</span><strong> </strong><span>What I&#8217;m consuming</span></h3><ul =
style=3D"margin-top: 0;padding: 0;"><li style=3D"margin: 8px 0 0 32px;mso-s=
pecial-format: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;=
margin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;m=
argin: 0;"><a href=3D"https://substack.com/redirect/e817b59c-77f2-41e8-8356=
-2a1ee5c65c54?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRF=
uKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;"=
>How to code with Droids</a><span> - step-by-step guide for how artists, de=
signers, writers, and more can create software.</span></p></li><li style=3D=
"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color: rgb(5=
4,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;padding-=
left: 4px;font-size: 16px;margin: 0;"><span>How we built an </span><a href=
=3D"https://substack.com/redirect/df964975-997c-4211-9662-8aef2b700dc2?j=3D=
eyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" s=
tyle=3D"color: rgb(54,55,55);text-decoration: underline;">interpreter for S=
wift</a><span>.</span></p></li><li style=3D"margin: 8px 0 0 32px;mso-specia=
l-format: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;margi=
n-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;margin=
: 0;"><span>Build an </span><a href=3D"https://substack.com/redirect/efab87=
0d-d2b5-42ca-b703-bfad7c475368?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7=
lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decora=
tion: underline;">AI life co-pilot</a><span> with Claude Code in 25 minutes=
=2E</span></p></li><li style=3D"margin:=20=
8px 0 0 32px;mso-special-format: bull=
et;"><p style=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;bo=
x-sizing: border-box;padding-left: 4px;font-size: 16px;margin: 0;"><a href=
=3D"https://substack.com/redirect/4f303a82-7737-4367-b257-8580dfd4d94b?j=3D=
eyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" s=
tyle=3D"color: rgb(54,55,55);text-decoration: underline;">Using linters to =
direct agents</a><span>.</span></p></li><li style=3D"margin: 8px 0 0 32px;m=
so-special-format: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 2=
6px;margin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16=
px;margin: 0;"><span>In the age of AI, young founders aren&#8217;t </span><=
a href=3D"https://substack.com/redirect/02a664af-9da0-4f3b-827b-100427dce29=
e?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=
=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">waiting to=
 grow up.</a></p></li><li style=3D"margin: 8px 0 0 32px;mso-special-format:=
 bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom:=
 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;margin: 0;"><sp=
an>The bear and bull </span><a href=3D"https://substack.com/redirect/7fdbdc=
f7-40c3-4764-9f11-40209e51103c?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7=
lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decora=
tion: underline;">case for local models</a><span> in just 4 basic graphs.</=
span></p></li></ul><div class=3D"captioned-image-container-static" style=3D=
"font-size: 16px;line-height: 26px;margin: 32px auto;"><figure style=3D"wid=
th: 100%;margin: 0 auto;"><table class=3D"image-wrapper" width=3D"100%" bor=
der=3D"0" cellspacing=3D"0" cellpadding=3D"0" data-component-name=3D"Image2=
ToDOMStatic" style=3D"mso-padding-alt: 1em 0 1.6em;"><tbody><tr><td style=
=3D"text-align: center;"></td><td class=3D"content" align=3D"left" width=3D=
"1456" style=3D"text-align: center;"><a class=3D"image-link" target=3D"_bla=
nk" href=3D"https://substack.com/redirect/7fdbdcf7-40c3-4764-9f11-40209e511=
03c?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" re=
l=3D"" style=3D"position: relative;flex-direction: column;align-items: cent=
er;padding: 0;width: auto;height: auto;border: none;text-decoration: none;d=
isplay: block;margin: 0;"><img class=3D"wide-image" data-attrs=3D"{&quot;sr=
c&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/28=
e81665-2636-41b8-a149-ed07f5e936c9_2290x1926.jpeg&quot;,&quot;srcNoWatermar=
k&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;h=
eight&quot;:1225,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;=
bytes&quot;:null,&quot;alt&quot;:&quot;Image&quot;,&quot;title&quot;:null,&=
quot;type&quot;:null,&quot;href&quot;:&quot;https://x.com/swyx/status/19649=
86951515451773&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:fal=
se,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;a=
lign&quot;:null,&quot;offset&quot;:false}" alt=3D"Image" title=3D"Image" wi=
dth=3D"550" height=3D"462.74038461538464" src=3D"https://substackcdn.com/im=
age/fetch/$s_!XaJB!,w_1100,c_limit,f_auto,q_auto:good,fl_progressive:steep/=
https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F28e8=
1665-2636-41b8-a149-ed07f5e936c9_2290x1926.jpeg" style=3D"border: none !imp=
ortant;vertical-align: middle;display: block;-ms-interpolation-mode: bicubi=
c;height: auto;margin-bottom: 0;width: auto !important;max-width: 100% !imp=
ortant;margin: 0 auto;"></a></td><td style=3D"text-align: center;"></td></t=
r></tbody></table></figure></div><div style=3D"font-size: 16px;line-height:=
 26px;"><hr style=3D"margin: 32px 0;padding: 0;height: 1px;background: #e6e=
6e6;border: none;"></div><h3 class=3D"header-anchor-post" style=3D"position=
: relative;font-family: 'SF Pro Display',-apple-system-headline,system-ui,-=
apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-seri=
f,'Apple Color Emoji','Segoe UI Emoji','Segoe UI Symbol';font-weight: bold;=
-webkit-font-smoothing: antialiased;-moz-osx-font-smoothing: antialiased;-w=
ebkit-appearance: optimizelegibility;-moz-appearance: optimizelegibility;ap=
pearance: optimizelegibility;margin: 1em 0 0.625em 0;color: rgb(54,55,55);l=
ine-height: 1.16em;font-size: 1.375em;"> &#9881;&#65039;  Tools to tinker w=
ith</h3><ul style=3D"margin-top: 0;padding: 0;"><li style=3D"margin: 8px 0 =
0 32px;mso-special-format: bullet;"><p style=3D"color: rgb(54,55,55);line-h=
eight: 26px;margin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-=
size: 16px;margin: 0;"><strong><a href=3D"https://substack.com/redirect/afa=
3c52f-d813-45ac-b34e-d3506d78ebe3?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdou=
qz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-dec=
oration: underline;">Fenic</a></strong><span> - OSS PySpark-inspired DataFr=
ame library for LLMs. Run semantic joins, batch inference, and transform ma=
rkdown &amp; transcript to insight.*</span></p></li><li style=3D"margin: 8p=
x 0 0 32px;mso-special-format: bullet;"><p style=3D"color: rgb(54,55,55);li=
ne-height: 26px;margin-bottom: 0;box-sizing: border-box;padding-left: 4px;f=
ont-size: 16px;margin: 0;"><strong><a href=3D"https://substack.com/redirect=
/d5926ac4-9d7f-4d10-82e1-c0ddb4be39e9?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447i=
Rdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text=
-decoration: underline;">Operate</a></strong><span> - Precision-built CRM d=
esigned for sales and built for founders.</span></p></li><li style=3D"margi=
n: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color: rgb(54,55,5=
5);line-height: 26px;margin-bottom: 0;box-sizing: border-box;padding-left: =
4px;font-size: 16px;margin: 0;"><strong><a href=3D"https://substack.com/red=
irect/210721cb-d6f1-4994-9910-ec7ab4640951?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ=
3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55)=
;text-decoration: underline;">Whisper</a></strong><span> - Desktop AI that =
sees your screen and delivers everything proactively.</span></p></li><li st=
yle=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color:=
 rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;pa=
dding-left: 4px;font-size: 16px;margin: 0;"><strong><a href=3D"https://subs=
tack.com/redirect/88a4f185-3558-4e3c-a67b-64a81a717878?j=3DeyJ1IjoiNmcweTk2=
In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: r=
gb(54,55,55);text-decoration: underline;">Notte</a></strong><span> - Build =
and deploy agents that work on the web without breaking.</span></p></li><li=
 style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"col=
or: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box=
;padding-left: 4px;font-size: 16px;margin: 0;"><strong><a href=3D"https://s=
ubstack.com/redirect/f00c68ce-c498-48eb-8cd7-b994542f623b?j=3DeyJ1IjoiNmcwe=
Tk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color=
: rgb(54,55,55);text-decoration: underline;">Compound by Groq</a></strong><=
span> - Use open models with a complete set of agentic tooling, including w=
eb search, code execution,  browser automation and more.</span></p></li><li=
 style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"col=
or: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box=
;padding-left: 4px;font-size: 16px;margin: 0;"><strong><a href=3D"https://s=
ubstack.com/redirect/bde5667e-f356-42e8-bc0e-6d39e74a5359?j=3DeyJ1IjoiNmcwe=
Tk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color=
: rgb(54,55,55);text-decoration: underline;">Oasis 2.0</a></strong><span> -=
 Re-skin Minecraft in real-time, 1080p, 30 fps.</span></p></li><li style=3D=
"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color: rgb(5=
4,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;padding-=
left: 4px;font-size: 16px;margin: 0;"><strong><a href=3D"https://substack.c=
om/redirect/edbe0f5e-5463-43e5-905a-bff43976b5e9?j=3DeyJ1IjoiNmcweTk2In0.4K=
mlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,=
55,55);text-decoration: underline;">NotebookLM</a></strong><span> got Flash=
cards, Quizzes, more report templates and new voices for Audio Overviews.</=
span></p></li><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;=
"><p style=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-s=
izing: border-box;padding-left: 4px;font-size: 16px;margin: 0;"><strong><a =
href=3D"https://substack.com/redirect/2cca1210-6d78-4dd2-95c2-27f4a039161f?=
j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D=
"" style=3D"color: rgb(54,55,55);text-decoration: underline;">Rork for iOS<=
/a></strong><span> - make apps from your phone (launched on </span><a href=
=3D"https://substack.com/redirect/bbf2759a-64b7-41ea-b5aa-3723f10b5a55?j=3D=
eyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" s=
tyle=3D"color: rgb(54,55,55);text-decoration: underline;">Product Hunt</a><=
span>)</span></p></li><li style=3D"margin: 8px 0 0 32px;mso-special-format:=
 bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom:=
 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;margin: 0;"><sp=
an>List of </span><strong><a href=3D"https://substack.com/redirect/e301f062=
-e061-42fd-99b5-fe3d8aceac92?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lS=
sm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decorati=
on: underline;">mini tools for everyday work</a></strong><span> (by Simon W=
illison)</span></p></li></ul><h6 style=3D"font-family: 'SF Pro Display',-ap=
ple-system-headline,system-ui,-apple-system,BlinkMacSystemFont,'Segoe UI',R=
oboto,Helvetica,Arial,sans-serif,'Apple Color Emoji','Segoe UI Emoji','Sego=
e UI Symbol';font-weight: bold;-webkit-font-smoothing: antialiased;-moz-osx=
-font-smoothing: antialiased;-webkit-appearance: optimizelegibility;-moz-ap=
pearance: optimizelegibility;appearance: optimizelegibility;margin: 1em 0 0=
=2E625em 0;color: rgb(54,55,55);line-he=
ight: 1.16em;"><em><strong>*sponsored<=
/strong></em></h6><div style=3D"font-size: 16px;line-height: 26px;"><hr sty=
le=3D"margin: 32px 0;padding: 0;height: 1px;background: #e6e6e6;border: non=
e;"></div><h3 class=3D"header-anchor-post" style=3D"position: relative;font=
-family: 'SF Pro Display',-apple-system-headline,system-ui,-apple-system,Bl=
inkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif,'Apple Color =
Emoji','Segoe UI Emoji','Segoe UI Symbol';font-weight: bold;-webkit-font-sm=
oothing: antialiased;-moz-osx-font-smoothing: antialiased;-webkit-appearanc=
e: optimizelegibility;-moz-appearance: optimizelegibility;appearance: optim=
izelegibility;margin: 1em 0 0.625em 0;color: rgb(54,55,55);line-height: 1.1=
6em;font-size: 1.375em;"> &#129379; Dev dish</h3><ul style=3D"margin-top: 0=
;padding: 0;"><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;=
"><p style=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-s=
izing: border-box;padding-left: 4px;font-size: 16px;margin: 0;"><a href=3D"=
https://substack.com/redirect/33610efc-d470-4fe6-9629-45198a330dd2?j=3DeyJ1=
IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=
=3D"color: rgb(54,55,55);text-decoration: underline;">BuildKit 2.0</a><span=
> - shadcn for AI tools. Build AI tools and MCPs in minutes.</span></p></li=
><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D=
"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border=
-box;padding-left: 4px;font-size: 16px;margin: 0;"><a href=3D"https://subst=
ack.com/redirect/f9c49ae0-523b-4a7f-9c1f-700e016d7dde?j=3DeyJ1IjoiNmcweTk2I=
n0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rg=
b(54,55,55);text-decoration: underline;">Twiggy</a><span> - Let your cursor=
 agent see your entire codebase's structure in real-time.</span></p></li><l=
i style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"co=
lor: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-bo=
x;padding-left: 4px;font-size: 16px;margin: 0;"><a href=3D"https://substack=
=2Ecom/redirect/7a21b920-09f9-4689-bff=
b-6e4258d926a1?j=3DeyJ1IjoiNmcweTk2In0.=
4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(5=
4,55,55);text-decoration: underline;">OpenAPI to MCP</a><span> - Convert an=
y server described with OpenAPI into an MCP endpoint!</span></p></li><li st=
yle=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color:=
 rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;pa=
dding-left: 4px;font-size: 16px;margin: 0;"><span>Open-source example of an=
 end-to-end </span><a href=3D"https://substack.com/redirect/1b54af83-501c-4=
0c1-a336-e4e63b048bc0?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-d=
DoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: und=
erline;">vibe-coding platform.</a><span> (</span><a href=3D"https://substac=
k.com/redirect/fc2c1dcf-12bd-4244-b2c4-3b26c62536e9?j=3DeyJ1IjoiNmcweTk2In0=
=2E4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65=
nRFuKyXTI" rel=3D"" style=3D"color: rgb(=
54,55,55);text-decoration: underline;">demo</a><span>)</span></p></li><li s=
tyle=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color=
: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;p=
adding-left: 4px;font-size: 16px;margin: 0;"><a href=3D"https://substack.co=
m/redirect/31da5ba6-0594-43c1-bbfb-b617cfe225a2?j=3DeyJ1IjoiNmcweTk2In0.4Km=
lcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,5=
5,55);text-decoration: underline;">SemTools</a><span> - a toolkit for parsi=
ng and semantic search in the CLI. (</span><a href=3D"https://substack.com/=
redirect/2f937314-b5d7-4f19-b316-0a026bd6c0c7?j=3DeyJ1IjoiNmcweTk2In0.4Kmlc=
uJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,=
55);text-decoration: underline;">read more</a><span>)</span></p></li><li st=
yle=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color:=
 rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;pa=
dding-left: 4px;font-size: 16px;margin: 0;"><a href=3D"https://substack.com=
/redirect/f48fbfeb-8905-4869-92cb-a2f2695b5156?j=3DeyJ1IjoiNmcweTk2In0.4Kml=
cuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55=
,55);text-decoration: underline;">Stagehand Agent</a><span> (browser automa=
tion) can now use MCP tools. (</span><a href=3D"https://substack.com/redire=
ct/3de204d3-636a-41b8-b9b8-30de2bb775b3?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ344=
7iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);te=
xt-decoration: underline;">examples</a><span>)</span></p></li><li style=3D"=
margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color: rgb(54=
,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;padding-l=
eft: 4px;font-size: 16px;margin: 0;"><span>Cursor will soon support </span>=
<a href=3D"https://substack.com/redirect/ece9cd7a-7a26-444a-84bd-f1ec331b58=
f6?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=
=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">custom /sl=
ash commands</a><span>.</span></p></li><li style=3D"margin: 8px 0 0 32px;ms=
o-special-format: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26=
px;margin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16p=
x;margin: 0;"><span>Codex CLI now has </span><a href=3D"https://substack.co=
m/redirect/ab234752-e2c3-4686-bfdb-53180b192fcf?j=3DeyJ1IjoiNmcweTk2In0.4Km=
lcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,5=
5,55);text-decoration: underline;">web search</a><span>. Enable it with --s=
earch flag.</span></p></li></ul><div style=3D"font-size: 16px;line-height: =
26px;"><hr style=3D"margin: 32px 0;padding: 0;height: 1px;background: #e6e6=
e6;border: none;"></div><h3 class=3D"header-anchor-post" style=3D"position:=
 relative;font-family: 'SF Pro Display',-apple-system-headline,system-ui,-a=
pple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif=
,'Apple Color Emoji','Segoe UI Emoji','Segoe UI Symbol';font-weight: bold;-=
webkit-font-smoothing: antialiased;-moz-osx-font-smoothing: antialiased;-we=
bkit-appearance: optimizelegibility;-moz-appearance: optimizelegibility;app=
earance: optimizelegibility;margin: 1em 0 0.625em 0;color: rgb(54,55,55);li=
ne-height: 1.16em;font-size: 1.375em;"><span> </span><strong> </strong><spa=
n>&#127846; Afters</span></h3><ul style=3D"margin-top: 0;padding: 0;"><li s=
tyle=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color=
: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;p=
adding-left: 4px;font-size: 16px;margin: 0;"><a href=3D"https://substack.co=
m/redirect/eadb1262-3ad1-43f4-907e-a3d9d9562ccb?j=3DeyJ1IjoiNmcweTk2In0.4Km=
lcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,5=
5,55);text-decoration: underline;">Story Arc Engine</a><span> - Tweak parts=
 of a story to see how plot changes trickle down to the rest of the story.<=
/span></p></li><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet=
;"><p style=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-=
sizing: border-box;padding-left: 4px;font-size: 16px;margin: 0;"><a href=3D=
"https://substack.com/redirect/6a202a99-0a41-4909-80e4-32ec6eb5e6c7?j=3DeyJ=
1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" styl=
e=3D"color: rgb(54,55,55);text-decoration: underline;">Nano-banana browser<=
/a><span> - Generate websites (screenshots) based on the URLs. </span></p><=
/li><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=
=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;margin-bottom=
: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;">OpenAI is </=
p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;mar=
gin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;"><s=
pan>a) planning to </span><a href=3D"https://substack.com/redirect/d32775fe=
-f16c-44bf-b996-c7d226a40374?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lS=
sm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decorati=
on: underline;">build a job platform</a><span> to match talent with busines=
ses using AI</span></p><p style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);=
line-height: 26px;margin-bottom: 0;box-sizing: border-box;padding-left: 4px=
;font-size: 16px;"><span>b) backing a </span><a href=3D"https://substack.co=
m/redirect/b5b470f3-173a-4b99-b685-78d2c3615088?j=3DeyJ1IjoiNmcweTk2In0.4Km=
lcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,5=
5,55);text-decoration: underline;">full-length animated film</a><span> to t=
ap into Hollywood.</span></p></li><li style=3D"margin: 8px 0 0 32px;mso-spe=
cial-format: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;ma=
rgin-bottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;mar=
gin: 0;"><a href=3D"https://substack.com/redirect/5ed66fae-c91f-4b17-ba65-c=
c163f1d6d87?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuK=
yXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">s=
fcompute is hiring</a><span> for systems &amp; networking engineers.</span>=
</p></li><li style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p =
style=3D"color: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing=
: border-box;padding-left: 4px;font-size: 16px;margin: 0;"><a href=3D"https=
://substack.com/redirect/fcfd448d-57ec-446f-aed1-5ebf1f483b59?j=3DeyJ1IjoiN=
mcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"c=
olor: rgb(54,55,55);text-decoration: underline;">I hate my friend</a><span>=
 - review of the &#8220;friend&#8221; pendant by Wired. </span></p></li><li=
 style=3D"margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"col=
or: rgb(54,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box=
;padding-left: 4px;font-size: 16px;margin: 0;"><span>A new startup, </span>=
<a href=3D"https://substack.com/redirect/3ad67e37-8bb3-4a06-82e1-b57a6589d6=
7e?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=
=3D"" style=3D"color: rgb(54,55,55);text-decoration: underline;">Alterego</=
a><span>, claims it can capture silent speech (mouthing) and let you take n=
otes, reminders or talk to other people using their device.</span></p></li>=
</ul><div style=3D"font-size: 16px;line-height: 26px;"><hr style=3D"margin:=
 32px 0;padding: 0;height: 1px;background: #e6e6e6;border: none;"></div><di=
v class=3D"captioned-button-wrap" data-attrs=3D"{&quot;url&quot;:&quot;http=
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xNzU3NDI0MTk4LCJleHAiOjE3NjAwMTYxOTgsImlzcyI6InB1Yi00Mzc5Mjk5Iiwic3ViIjoicG=
9zdC1yZWFjdGlvbiJ9.b-nC5fr9-Xe-UPKfPt39ZieGf4cysh6Y_GCcIW_dwGA&quot;,&quot;=
text&quot;:&quot;Share&quot;}" data-component-name=3D"CaptionedButtonToDOM"=
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t,'Segoe UI',Roboto,Helvetica,Arial,sans-serif,'Apple Color Emoji','Segoe U=
I Emoji','Segoe UI Symbol';font-size: 18px;max-width: 384px;width: fit-cont=
ent;line-height: 22px;display: flex;align-items: center;text-align: center;=
font-weight: 400;margin-left: auto;margin-right: auto;"><p class=3D"cta-cap=
tion" style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;fo=
nt-size: 16px;">Enjoy this newsletter? Forward it to a friend.</p></div><p =
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MTk4LCJleHAiOjE3NjAwMTYxOTgsImlzcyI6InB1Yi00Mzc5Mjk5Iiwic3ViIjoicG9zdC1yZWF=
jdGlvbiJ9.b-nC5fr9-Xe-UPKfPt39ZieGf4cysh6Y_GCcIW_dwGA&quot;,&quot;text&quot=
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 style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-si=
ze: 16px;">That&#8217;s it for today. Feel free to comment and share your t=
houghts. &#128075;</p><ul style=3D"margin-top: 0;padding: 0;"><li style=3D"=
margin: 8px 0 0 32px;mso-special-format: bullet;"><p style=3D"color: rgb(54=
,55,55);line-height: 26px;margin-bottom: 0;box-sizing: border-box;padding-l=
eft: 4px;font-size: 16px;margin: 0;"><span>Find me on </span><a href=3D"htt=
ps://substack.com/redirect/8ba8e594-ff2c-47a9-9c7c-8a90428d0239?j=3DeyJ1Ijo=
iNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D=
"color: rgb(54,55,55);text-decoration: underline;">X</a><span>, </span><a h=
ref=3D"https://substack.com/redirect/02914ea4-ff8a-44d0-abf5-e42df252a50b?j=
=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"=
" style=3D"color: rgb(54,55,55);text-decoration: underline;">Linkedin</a><s=
pan>, or </span><a href=3D"https://substack.com/redirect/0e868c74-a060-450b=
-92db-132b1d00f2bf?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY=
65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: underl=
ine;">Instagram</a></p></li><li style=3D"margin: 8px 0 0 32px;mso-special-f=
ormat: bullet;"><p style=3D"color: rgb(54,55,55);line-height: 26px;margin-b=
ottom: 0;box-sizing: border-box;padding-left: 4px;font-size: 16px;margin: 0=
;"><span>Read </span><a href=3D"https://substack.com/redirect/b32bb922-8c0f=
-403c-b403-e8df226785de?j=3DeyJ1IjoiNmcweTk2In0.4KmlcuJQ3447iRdouqz7lSsm9yN=
-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb(54,55,55);text-decoration: u=
nderline;">about me</a><span> and ben&#8217;s bites</span></p></li></ul><p =
style=3D"margin: 0 0 20px 0;color: rgb(54,55,55);line-height: 26px;font-siz=
e: 16px;"><span>&#128247; thumbnail creds: </span><a href=3D"https://substa=
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0.4KmlcuJQ3447iRdouqz7lSsm9yN-dDoY65nRFuKyXTI" rel=3D"" style=3D"color: rgb=
(54,55,55);text-decoration: underline;">@keshavatearth</a></p><div style=3D=
"font-size: 16px;line-height: 26px;margin-bottom: 0;"><hr style=3D"margin: =
32px 0;padding: 0;height: 1px;background: #e6e6e6;border: none;"></div></di=
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Anon7 - 2022
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