Workflow DevKit - Make any TypeScript Function Durable "use workflow" brings durability, reliability, and observability to async JavaScript. Build apps and AI Agents that can suspend, resume, and maintain state with ease.

useworkflow.dev the possibilities with this are endless. this can clean up so much we've had to build ourselves the last couple years. Thanks @vercel.com

"durable agents" emerging as the design primitive. It's kind of the same thing as ambient agents. State checkpoints. Structured artifacts. Multiple context windows.

i'd trust all yours

"plan mode" and deterministic tools matter more than model choice

Building a Slack Bot That Actually Knows Your Stuff How to wire Claude into Slack with per-user Google Drive access

Wanted Drive in my Slack bot. Didn't trust community MCP servers with enterprise data. Built it myself. Here's how.

Ngrok is underrated like vlc

No I wish, this is "use workflow" from vercel

i've been sleeping on workflows

Opus 4.5 has just been a delight

starting to question my belief there will be a Shipmas this year. how much gas is left in the labs given the past few weeks?

It's a child of @rich-harris.dev and he's tall, so I think when svelte grows up it will be tall

Just keep doing what you're doing

has anyone been toying with leaving an Agent running on a docker container monitoring systems? either that or attaching it to a CRON job from inside?

I don't really care about SWE-bench Verified. Claude Opus 4.5 is the 3rd new coding model SOTA in one week. I want to know that it helps me and my team be productive

Power shortages could be healthy for AI. Acts as a limit on buildout. When watts are the bottleneck, tokens/watt matters more than GPU cost. Favors whoever has the most efficient inference, structural advantage for Google & xAI. Don't want brownouts we have on holidays to be a regular occurrence.

After way too many rounds of review, `hydratable` is out! This new low-level Svelte API isn’t one you’ll find yourself reaching for often, but it’s extremely useful to libraries. During SSR, function results are serialized alongside your HTML…

working this morning with Opus 4.5, it's as fast as Sonnet it seems. probably to do with the reduction in context bloat stemming from "Opus 4.5's tool calling improvements: 37% fewer tokens, 90% accuracy on complex parameters (up from 72%)"

Claude 4.5 Opus in Claude Code Less but More

open.substack.com/pub/engineer...

Using the new Opus 4.5 with Claude Code feels really good

tried Antigravity this weekend. can't decide if the switching cost is worth it, still miss my commands, skills and hooks

sometimes plain, old fashioned data science and feature mapping is the way to go

Martin Fowler is one of the most influential people within software architecture, and the broader tech industry. He is the Chief Scientist at Thoughtworks and the author of Refactoring and Patterns… How AI will change software engineering – with Martin Fowler

youtu.be/CQmI4XKTa0U

Great interview with Martin Fowler. "Using an llm to drive a deterministic tool" is the key take away for refactoring

Apparently this is what 🍌thinks

Checking out antigravity was a nonsensical statement last weekend @developers.google.com

How do I explain this to my family 🤔

.prompts All your prompts in one place. Organize, manage, and access your AI prompts with ease using .prompts.

Just finalized my entry for the @hf.co MCP hackathon! Allow me to introduce...dotprompts!

All of your prompts in one MCP server. Manage them through the dashboard, or just let the LLM create/update/delete them for you!

Built with tmcp, SvelteKit (obviously 😎), Drizzle and Better Auth!

Try it out!

Even at 8% you can QA yourself to a lot of productive processes at companies. UI/UX research, Marketing, Business Reviews. There's a downside as well. You can't rely only on image evidence anymore. What a brave new world

@jeffdean.bsky.social posted that the error rate dropped from 56% to 8% with the latest Nano Banana. The cost to generate images drops and the reliability moves to utility level. What does that mean on the next release.

nano banana 3 is a bit ridiculous, be careful folks

Happened on my substack. I can't tell what to make of it

SvelteKit has solved data loading! - Svelte Society SvelteKit’s new remote functions and why they finally solve the long-standing pain of page-level data in Svelte. They cover queries, forms, batching, caching,...

Thanks to the newly relaunched @sveltesociety.dev website, I just saw that @syntax.fm did a deep dive into SvelteKit remote functions sveltesociety.dev/video/svelte...

Can recommend