this is where we're at nowadays
jetkvm connected to an instance, controlled from a vnc
over tailscale
on my laptop from 300 miles away
i won the google gemini track at the @supabase select hackathon
it solves the problem of needing to download gigabytes of climate data just to use a few megabytes of it for multi-year analysis
it's free until my credits runs out
verdant-ai.com/
Supabase local dev just got much better for agents
• Run locally without Docker
• Multiple Supabase instances per repo/worktree
• Declarative Schemas 2.0 with pg-delta generating migrations
• Auth, API & storage config now lives in code
I told Steve Wozniak that “I’m going to open source enterprise software and run it on Apple silicon. I hope one day you’ll hear about me in the news”
He said “I hope I will”
Definitely local maxima of my life
Thanks #supabase !
so far my exp with dot
- indistinguishable from muse
- no different from codex with computer use
- value added are probably: it's sandboxed, it's free with existing plan, it's cute
I'm Kevin 👋
deploying on premise ai and full software replacements using apple silicon, MTS @ Sendblue | Ex-CTO @ Easy Street…, based in SF & NYC 🇺🇸
Looking to meet marketers, founders, early users and investors!
Just put myself on the map 👇
makermap.lol/kevin_loo?v=9fg…
xitter.cf/verbove/status/2104175…
..
Announcing dots. Dots work 24/7 for you, learn from your feedback, have their own computer, browser and can be connected to over 4k apps in our ecosystem.
They’re powered by Astra our best model yet. Included in your Pro plan, without drawing down on any of your usage. You can even call a dot while it’s working.
We’re getting you started with your primary dot today and soon you’ll be able to create entire teams of them.
openjev caught up to jev few days after launch
i beat openjev by 5% in accuracy, made it nearly twice as fast, all without fine tuning the model
github.com/looskis/tarski
Three things nobody had checked:
• The random token OpenJev drops into each answer slot is the wrong input. The vocabulary-mean embedding beats it, and beats sixteen averaged reads, in one pass.
• Question order is the biggest error source on the canvas. Reorder five questions and one answer in four changes. OpenJev's default order is the worst one.
• The order effect comes from the encoder reading the state after the question list. Put the state first and it mostly disappears, with no labels.
Basis says GPT-6 Astra finished a 50-tab tax workbook in half the time of GPT-5.6 Sol
question is, what's left for basis once tax companies release an mcp?
xai team bots lets you share context with team but keeps individual chats private. what about the memory snippets that they produce?
The useful pattern in Proaction’s Codex story isn’t “AI replaces engineering.” It’s a tighter sales-to-build loop:
customer context becomes a tailored demo, then a clearer engineering brief.
i've sent out three proposals this past week. one is seriously reviewing
openai.com/index/proaction/









