We had early access to GPT 5.4 to benchmark on Shortcut and it is extremely good at Excel Here is a quick walkthrough of two real-world tasks in our internal eval of 50,000+ cells each Watch, because the industry is way beyond the same flashy and meaningless DCF demo

Maybe I’m hallucinating but ever since like a week before the “China hacked us” Opus has been horrible and lazy. I’ve switched to codex and openai models after cancelling my openai subscription in early February.

New line I tell my orchestrators: teach them how to fish 🐟

I’m pretty sure this actually works? 😅

We are opening up a Research Preview for a product we are calling ShortcutXL We used ShortcutXL to build and audit 100 of the most searched for Excel templates in parallel (we are making them free too). OfficeJS/Openpyxl are great, but still quite limiting. Comment for access

I think we should start an amount of parallel agents used leaderboard

Who is going to make agents sticky? Who is going to make Apple device-level stickiness in software? iPhone user-level dedication to their product.

I've been working on an IDE to run many parallel Claude Codes in a sane way. Comes with one click git worktrees, first class spec support, + a REPL to go buckwild spawning recursive Claudes. This is now my daily driver for coding work, and I love it. Calling it Anvil ⚒️

Can’t wait until it can respond back in voice

1) The Shortcut Safe is a secure way to connect to your data and apps, and pull them into your models or dashboards. The Shortcut agent never has access or visibility into your keys. "Use EIA to pull in the latest energy prices into my model"

2) Live, Shareable Web Dashboards. Share insights directly with your team.

3) The ShortcutXL CLI for Windows Sort of like Claude code for real Excel power-users Build and edit 10+ models in parallel live in Excel in a way that is impossible for Excel add-ins or Claude/Codex. Install with npm install -g shortcutxl (install node on windows first)

4) Create automations with /skillstudio The skill studio will execute your automations live for feedback, and simulate three executions before grading itself and prompting you to refine the skill. We find that after 1-2 iterations, people are fully automating their excel work

5) We just released a bunch of delightful little features introduced into Shortcut, including a new mascot, Shorty!

The Shortcut Safe 🔥 connect any API database with Shortcut!

Being able to connect Shortcut to any third-party API without ever exposing credentials to the agent is such a huge unlock! ✨🔓✨

v0.8.1 is live Shortcut Chat with your data + build/edit/share dashboards with your team

Shortcut And unlock customizations for shorty <3

I literally can’t wait for you guys to see what’s next

Watching the The Masters and agentmaxxing on this wonderful Sunday. I wonder who the first golfer to agentmaxx will be. I mean think of all the data out there. max homa I bet I could figure out how to agentmaxx you the best caddie of all time. No idea how I’d do it but with