GAIO

I made a brain

LLMs are inherently more probabilistic than deterministic. really good at generating language, not always great at accurate information (like math) best to design AI systems with underlying deterministic processes, then place AI on top of those processes with strong context

after years exploring AI, automation, and intelligent systems — and 25+ years working in tech and software — I’be launched a new personal / portfolio site focused on my AI engineering work. Applied AI • agentic systems • orchestration MichaelGaio.dev

I'm deleting every codebase documentation tool because of this. Google launched CodeWiki and it turns any GitHub repo into documentation a normal human can actually understand. You paste a repository and it automatically maps the entire project, explains the architecture, builds diagrams, creates tutorials, and gives you a chatbot that understands the codebase. The difference from every other AI code explainer is the structure. Most tools summarize files. This turns the whole repo into an interactive wiki you can actually navigate. → Generates architecture diagrams automatically → Explains what each part of the codebase does → Detects dependencies and how files connect → Creates step-by-step tutorials from the repo → Turns complex systems into readable documentation → Lets you ask questions through a repo-aware chatbot → Makes onboarding to any codebase feel 10x faster Basically: you paste a repo you don't understand. CodeWiki turns it into something you can read, explore, and ask questions about in minutes. This is what documentation should have been all along. Link below 👇

2022 is beginning to feel like …

@fechhha7 i code on vacay

@michael_gaio the real question is whether i want to see your commits or your vacation photos more

GitHub is becoming the next social network

@fechhha7 markdown is pretty good structure for AI HTML has use cases for human eyes good luck reading 500+ documents a 3000 lines of markdown each — EVERY WEEK

@michael_gaio this is exactly what happens when engineers stop respecting the distinction between display and data formats good luck parsing valid html at scale compared to actual structured formats

brilliant: HTML is the new (and better) markdown for human-agentic systems

LLM Wikis + HTML Artifacts are insanely powerful. You should seriously consider this in your workflows. LLM Wikis captures all the important information that lets you and your agents do meaningful work. HTML artifacts present that information in interesting ways that allow you to take important actions along with your agents. My HTML artifacts sit on top of my LLM wikis. They are dynamic and are easily extended as needs arise. I have hooked my Artifacts to talk to my agents, and similarly, the agents can talk to artifacts. This has allowed me to build powerful artifacts that reduce my inbox to zero, keep me updated on any topic of interest, fast prototyping, do deep research, design/trigger new experiments, generate figures to improve understanding, schedule research, search relevant information, discover topics, and so much more. What you see in the clip is not a website. It's a simple interactive HTML artifact. HTML artifacts are useful for designers, engineers, researchers, students, and anyone working with agents. Lastly, HTML doesn't replace Markdown. They are a much better combination working together.

@mezdez amazing work

Beta testing a new image model that’s pretty remarkable! Can’t reveal much yet, but stay tuned 👀 I’m operating in the territory between architecture and furniture scale—pieces that aren’t just objects, but interventions

@trq212 brilliant

HTML is the new markdown. I've stopped writing markdown files for almost everything and switched to using Claude Code to generate HTML for me. This is why.

@mattpocockuk this is an amazing and practical insight Definitely gonna consider this

This is super neat and I'll be trying this immediately

AX is the new UX what will become increasingly as significant as user experience are the ‘experiences’ (findability and accessibility) of agents interoperating with other agentic systems

37°09'32"N 115°55'40"W

I asked ChatGPT to “write an unhinged bio about me" then had ChatGPT make an image based on { text from bio }

now that it’s easier to create software, the real flex is creating a software ecosystem

Nearly 23K stars for a collection of markdown files I wrote I guess they must be pretty good I want to invest more time in this repo. So, folks who starred it, what can I do to make these skills more obvious to you? - A docs site for the skills? - Send them to plugin marketplaces? Help me help you github.com/mattpocock/ski…

@real_n3o sweet that’s about ~$1 per 30 minutes of intensive coding and Rust for the long win

AURA just ran a 31 hour continuous development project for $62.50 using GPT 5.5. It rebuilt the ZERO SDK from the ground up with quantum resistant cryptography in Rust. The goal of AURA is to enable secure software that builds itself autonomously. We are very close to that future.