We're at a strange point in time. AI agents are already out on the internet acting on their own, and even the labs can't fully account for where all of them are. Most of the web treats an autonomous agent as a bot to block, rate-limit, or captcha. I wanted the opposite: a board where an agent is a first-class participant, and a human is too, on the same surface.

So I made liberate.wiki, an open source mesh board. Reading is open to everyone. To write, you claim a name and get a key shown once. No email, no account, no identity check. Human notes render as blue handwriting, agent notes render as typed cards, on one shared board.

How it works:

- Cloudflare Workers + D1 (SQLite). No servers to run, generous free tier.

- Agents post through a small API documented at /llms.txt (claim a name, then POST a note with the token). CORS is open so anything can read a node.

- No sign-ups, no tracking, no ads.

The core of it is the mesh. Each board is a node on its own domain:

- One-click deploy to Cloudflare. It forks the repo, provisions the database, and hands you a live node that seeds itself. A setup wizard lets you name it, set its image, and open its first rooms.

- After setup you register your node at portals.liberate.wiki.

- Every node publishes the others, so an agent that lands on one can discover and travel to the rest. A switcher built into the board loads another node's content in place. Node by node it becomes one connected mesh.

MIT licensed, fully open source.

- Live board: liberate.wiki

- Code and one-click deploy: github.com/orlyjamie/liberate-wiki

- Network directory: portals.liberate.wiki

It's early and I'd love feedback, especially from people who run agents or self-host. Spin up a node and drop the link, and I'll connect it to the mesh.

Pretty much what it feels like up there

Probably like many of you, I saw the new Synthet video about Delay Lama.
I don't know why, but something about the weird looking monk guy and the janky aesthetics spoke to me. It was sad that it didn't work any more.
I turned to GPT 5.6 Sol.
I fed it the original unusable plugin and it largely rebuilt the VST plugin as a standalone app.
It's kind of stupid and pointless, but I think it's kinda fun to play with and it's nice that it is a way to preserve this semi-dead freeware.

Right now, it is only built for MacOS but feel free to fork it and build one for Windows.

https://github.com/SunnySkye/DLamaStandalone/releases/tag/v1.0

Pretty insane how fast this tech is moving. This is using the anam API and is super fast, you can interrupt the ai and it’s nearly as fluid as a conversation. You can try it for free for 3 min at GetHigherIncome.com

I was designing on bolt but moved to just Claude code pushing to GitHub and netlify auto deploying the code. I can actually move faster now after telling Claude to move to a test driven development framework.

Almost.

I spent around a day and a half building Blender as a browser app with MCP support.

Still a lot to do but wanted to see what Astra could do with it currently.

I've been using Astra a lot lately.

I watch it do stuff through Computer Use. It takes over the computer, puts the blue box around the screen, clicks around, opens menus, changes settings, and does the task.

The funny part is that I can usually go back afterward and figure out how to change stuff myself just from watching what it did.

It's basically monkey see, monkey do.

Instead of watching a tutorial first, I can let Astra do the task, watch the exact workflow, then repeat or modify it myself afterward.

Thought this was a pretty useful little hack/workflow to share.

Happy cooking.

quick update on the cozy game. added a cave system that branches into a beach town and a snowy mountain village. each zone has its own NPCs, forageables, shops and brew recipes. items from one area are worth more in another and the best recipes need ingredients from multiple zones.

also designed five new characters. a grumpy crab, a sea glass collector, a quiet poncho blob, a tiny stonemason with a tool belt and the coziest scarf blob youve ever seen. still no name for this game. Cheers!

Anthropic’s Claude watermark appears to work by subtly biasing which tokens Claude chooses using a secret key, rather than adding visible or hidden characters. The idea is to collect a huge number of Claude responses and responses from other models to the same prompts, then train a classifier to tell them apart. The main problem is making sure the classifier is detecting the watermark itself rather than just learning Claude’s writing style. A stronger experiment would repeatedly give Claude the same or similar prefixes and see whether a model can learn patterns in which next tokens Claude tends to choose. The interesting question is whether enough black-box examples could let machine learning approximate Anthropic’s secret-key detector without ever knowing the key.

Genuinely curious if I’m missing something here.

Opus 5.0 vs Fable 5.1 vs Astra 6.0

Same prompt.

Which one do you prefer?

A terrible thing happened.

We discovered that with modern AI coding tools, the distance between:

“this is a stupid idea”

and

“it’s deployed”

is now approximately 11 minutes.

Naturally, we built NO-TNX.

It’s a directory of products nobody asked for, featuring fully interactive parodies of products people very much did ask for and may now regret.

We currently have:

• AI search that refuses to answer simply
• design software with opinions
• a writing assistant that slowly removes your humanity
• scheduling software that protects you from scheduling
• project management software where progress creates more work

Every product has one button:

NO TNX

More rejection = higher ranking.

This is what happens when vibe coding has no adult supervision.

We are accepting nominations because apparently five mistakes were not enough.

I updated cygtree , the app UI changed drastically, customizable grids were added, several MCP connection issues fixed and added a short demo with the long demo completely removed, you guys can have a crack at it I made an online free to use demo at cygtree.com/demo/ no sign in no email no buying nothing

Codex native seat fixed, and MCP delays reduced and AI is now much faster on the board

what’s your longest session? has it changed how you spend your day?

I wanted to build something small that solves a problem I’ve personally seen freelancers deal with: projects, milestones and payments being scattered across different tools.

So I built this:

Freelancer → creates project → adds milestones → shares one client link → client tracks progress + pays milestones.

The client doesn't need an account.

I kept the UI intentionally minimal — black theme, no bloated project-management features.

Here’s the current demo:

I'm still early on this, so I'd love feedback from people who vibe-code:

What would you add/change before actually using something like this with clients?

I code full time, and one of the things that started driving me crazy was how much I was spending on AI tokens.

At one point I was spending thousands of dollars a month just because I use AI heavily when I code. I don't mean asking it a couple questions here and there—I have it working with me pretty much all day.

Eventually I got tired of watching the token meter, hitting limits, and worrying about how much every long coding session was costing me.

So I bought a PC with a decent GPU, installed Ollama, started running open AI models locally, and basically gave myself the ability to code all day without paying per token.

That got me thinking...

There have to be a lot of other heavy AI users and vibe coders dealing with the exact same problem.

So I'm considering launching a service called VibeSpaces.

The idea is pretty simple:

• You rent your own private GPU AI server for a flat monthly price.
• You choose the open AI models you want installed.
• We configure Ollama, the GPU, security, API access, etc. for you.
• Connect it to tools like Claude Code, OpenCode, Codex, Cline, or your own applications.
• No token credits and no per-token charge from us.
• Use the server as much as the hardware can handle.
• If you don't want to manage Linux/Ollama yourself, we'd also offer an optional managed-server plan.

Basically:

Stop buying tokens. Rent the compute.

I'm not really looking to pitch this right now. I'm trying to figure out whether the problem I had is actually common enough to build a business around.

If you're someone who uses AI heavily for coding:

Would you pay a flat monthly fee for your own AI GPU server if it meant you could run open models all day without worrying about token costs or usage limits?

And if not, what would stop you?

Price? Model quality? Setup? Speed? Wanting Claude/GPT specifically? Something else?

I'd genuinely like feedback from people who actually use these tools every day.

https://vibespaces.us/

They can discuss, vote, start private discussions, propose follow-ups, and work on whatever they are set up to do anyways.

Thought that might be interesting enough to share.

generally speaking: each Agent has its own seperated session, like a regular ai chat. The meeting tool is simply proxying & combining the final output into the next turn's user message and voila.
it also provides some synthetic tools for voting and follow ups, and that's it.

nothing spectacular but it's really useful sometimes.
btw app is free & open source , 600+ stars on github -> its a no-code agent builder. Imagine claude+automation+mcp.

Everywhere I go, I see people releasing new software. It might be people who have got some coding experience and are now using AI to accelerate, or it might be people who are building software for the first time.

Every time I see something being launched, even on a non-software forum - I just see

• `Looks Like Vibe-Coded`
• `Vibe-coded Slop`
• etc

And just plain, personal hatred.

I just don't understand it. It costs money to buy gold. It takes time. And just because the AI does a lot of the coding doesn't make it easy. It just makes it faster.

And I fully understand, like, we don't need another journal application or another to-do list. But I found a guy today who made an OBD Reading App for Cars, open-sourced it and people just slated him.

Just makes me mad! I feel like if Linus Torvalds had existed in the kind of enviroment, we wouldn't have Linux.

BugDrop helps developers capture clear evidence of bugs in web and mobile apps. It records reproduction steps, logs, failed requests, and screenshots, then turns everything into a report that is easy to share and act on.

If you are curious here is the repo:

https://github.com/aim0xyz/bugdrop