Chris Huber

Multi-agent architecture in WordPress. I am heading towards a place where every single user on my multisite network can have their own personal, customizable, AI assistant(s). Users will never see wp-admin. Their assistant will use the Abilities API to help them manage their account, create content, and more. This includes structured workflows using the Data Machine Pipeline system. The chat interface can be a Gutenberg block. It can also be any messaging app you want, depending on the runtime (WP Native vs. OpenCode or any other server-side agent).

@GaryMarcus I'm reading it. But I have to run out the door. I'll send you a proper reply when I finish.

@chubes4 my 2020 bet, which i stand by arxiv.org/abs/2002.06177

@GaryMarcus I still think your laughing emoji reply will age like milk. Because my opinion is still the same as my initial reply. For the record I agree with you that scaling alone isn't going to solve it. It will be scaling, context engineering, RL, and human creativity.

@chubes4 then maybe you wanna retract your spoiled milk comment. but whatever.

@GaryMarcus I'm not in the business of making tech predictions, I stated my opinion. I think we can create something very close to AGI right now by combining the methods I described. I don't need you to agree with me. I also don't really appreciate the condescending tone. But whatever.

@chubes4 my tech predictions over the last year have (per an independent survey) been 90% correct. how about yours?

@GaryMarcus Your reply is going to age like milk.

@chubes4 🤣

@MatznerJon I know another Huber that you should follow instead.

lol

@dvassallo Later, everything is CI.

Soon: Everything is CLI

@OfficialLoganK @ai_for_success Tell that to the Search team 😂

@ai_for_success We are not coming for anyone, just trying to make a product people love!

Google is coming for all vibe coding platforms. It has dropped a massive update to Google AI Studio. It now integrates the Antigravity coding agent and Firebase backends. More details 👇 1/3

@AlexEngineerAI Kimaki + Data Machine github.com/remorses/kimaki + github.com/Extra-Chill/da…

What AI coding tools are you actually shipping with beyond the obvious stack? What's your most underrated daily driver?

@__morse @nayshins Yes I'm thinking remove AI from the equation completely and auto fix everything. Then the human/AI can be purely creative, slop doesn't matter, because it will be auto corrected. Definitely hard to build but possible & preferable imo.

@chubes4 @nayshins but we would still pass the linter error to the agent so what's the difference? auto fix could be an option but it's hard to build

Has anyone documented all the code slop patterns yet? I want to lint for them and banish them to hades.

@__morse @nayshins Don't you think we should keep AI and linting separated to avoid more slop and instead do this with a mechanical algorithm?

@nayshins next generation linter is just a list of markdown files checked in parallel against git diff changes with a fast model someone needs to build this

Started to scale the Extra Chill calendar yesterday and woke up to this 🤯 8,187 events at 1,298 venues in 73 locations Now time to make it load fast And then scale some more Soon this will be the best place to find live music on the whole web Powered by Data Machine

@bdmarotta @Dee_Tay_ler @DavidSHolz @midjourney The first time i ever used Midjourney i went viral on Google discover with AI generated images of Jerry Garcia and made over $1000 in one day. Back in 2023. Just saying

@Dee_Tay_ler @DavidSHolz @chubes4 @midjourney It's true that most of what I do with AI I discovered by playing around with the tools, not because I went into it with a pre determined idea. I suspect I'd discover a use case with this as well that I didn't realize till I had it.

.@midjourney could increase their revenue by offering an API. One of the few AI companies that doesn't. Might be principled, but the result is that it only exists through third parties.

@PaulSolt Opus 4.6 unless I hit the Anthropic limits then I swap to GitHub Copilot sub with GPT 5.4.

GPT-5.4 vs. Opus 4.6 Which is writing most of your code?

@sweatystartup I disagree with you, my fellow Huber. AI is immediately useful and exciting, not a speculative bet.

Ford shutting down Electric Vehicle production. Meta shutting down Virtual Reality investment. Only a matter of time until companies pull way back on Artificial Intelligence.

Scaling the Extra Chill concert calendar by using the WP-CLI to discover venues (Google Places API) and qualify them. How many events can fit on one WordPress site? We'll find out soon.

@DavidGQuaid How about a Reddit CLI inside of a WordPress plugin that you can use via server side OpenCode?

When LLMs get to the point you can perform agentic bot actions from chat.....game changer Like imagine being able to do research - like what brand is mentioned most on Redd it etc

@DavidSHolz @bdmarotta @midjourney Generating images from WordPress to use inside of blog content. For a while, I was creating them in Discord, but it became too slow to manually download, optimize, and upload. So I (reluctantly) started using Replicate / Google Imagen instead.

@chubes4 @bdmarotta @midjourney how does the api play into your workflow? are you using all custom tools at this point?

@DavidSHolz @bdmarotta @midjourney I barely use Midjourney anymore because it doesn't have an API despite the images being the best. Please create an API for Midjourney. I still have my annual subscription but it's coming up for renewal in June.

@bdmarotta @midjourney its not clear an API will drive much revenue right now, no one is making 'enough images' for a pay-per-image biz model to work. there might be a 'higher subscription' play that works for professionals and small biz though, but still not obvious it is a huge boon

@jxnlco Good luck, they are going to eat you alive

what am I doing in New York? I'm trying to convince my bushwick artist friends to try codex