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Every project management tool was designed by project managers, for project managers. This one was designed for ADHD, dyslexic, and autistic brains instead. And it turns out that also makes it better for literally everyone who just wants to get work done without configuring a tool for two weeks...

31,134 görüntüleme • 1 ay önce •via X (Twitter)

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i just built a 4-agent software team. everything runs from Telegram and gets managed on a kanban board. a project manager who plans the work, a backend developer, a frontend developer, and a tester. the PM reads a goal, breaks it into linked tasks, and assigns each to the right agent. the thing that makes them a team instead of four strangers is a shared kanban board. every task is a row that survives crashes, and when an agent finishes, it writes a summary of what it built and what the next agent needs to know. the next agent reads that summary before it starts. so the frontend developer never has to guess the API shape, and the tester knows exactly what to verify. the hardest part was not the coordination. it was building an agent that could actually act like a backend engineer. a backend engineer stands up a database, wires auth, manages storage, deploys functions, and keeps all of it consistent while the rest of the team builds on top. an agent doing this from scratch drowns. it burns its context window remembering which tables exist and which endpoint it created three steps ago, and the work degrades fast. so the backend agent needs a backend built for agents, not for humans clicking through a dashboard. that is where InsForge came in. it is an open-source, agent-native backend, and i added it to my backend developer agent as a skill. a skill is a step-by-step guide that teaches the agent how to do a specific kind of work. with InsForge installed, the agent stopped improvising infrastructure and followed a reliable path: create the project, define the database, set up auth, deploy functions. to test the whole team, i had them build a working Google Docs clone, AI features included. the backend agent spun up the full service on its own. database tables, user auth, document handling, and edge functions running real TypeScript, all in one dashboard. the frontend agent read that summary and built the UI on top of it, and the tester closed the loop. the result was a backend an agent could reason about end to end, instead of one it kept getting lost inside. if you are building an AI backend engineer, InsForge is worth a look, it's 100% open-source. InsForge GitHub: (don't forget to star 🌟) the full article on Hermes Kanban: Mission Control for your Agents is quoted below.

Akshay 🚀

122,548 görüntüleme • 2 ay önce

your agent has thirty tools. it calls two of them. the other twenty eight are not sitting idle somewhere. they are in the request, every request, and they are doing damage in two places at once. first the obvious one. tool schemas go into the prompt, and a schema is not a name. it is a description, a parameter list, types, required fields, an example. thirty of those is a few thousand tokens that ship with every single call, including the ones where the agent just says thanks and stops. you are paying rent on twenty eight tools that have never fired. second, and this is the one that costs more. when the request says cancel the order, the model picks by matching against everything available. four of your tools are plausible: cancel_order, refund_order, update_order, void_order. it is choosing among them based on the descriptions you wrote, one afternoon, months ago. every tool you add is another candidate in that shortlist. the twenty eight you never call are not neutral. they are noise in the one decision that determines whether the run works. > why it grows without anyone deciding to nobody adds thirty tools on purpose. you add one for a task, it works, it stays. six months later the registry is a catalogue and no one has ever removed anything, because removing a tool feels risky and adding one feels free. and there is no feedback telling you otherwise. the unused ones never error. they never appear in a failing trace. they are invisible in exactly the way that lets them accumulate. > what to actually do count calls per tool over the last thousand runs. this is one group-by and it usually shocks people. the ones at zero are pure cost. ship the tools the task needs, not the whole registry. a research phase does not need deploy. a writing phase does not need the database. swap the set between phases instead of loading everything up front. same agent, different tools, depending on where the run is. and when two tools could both plausibly answer the same request, that is not redundancy you can ignore. it is a coin flip you built into the system. the twenty eight tools are not unused. they are used every time, by the part of the run you cannot see.

Hanako

24,656 görüntüleme • 25 gün önce

Every day we hunt for the tools that turn “impossible” into “anyone can do it.” This morning I found something different. Not a new tool. A whole platform that’s turning Gen Z into hardware poets and accessibility pioneers in 48 hours. What we saw inside REDHackathon just quietly rewrote my mental map of where the real AI frontier is moving. Let me show you. A Chinese Gen Z team just built a full AI product from scratch in 48 hours and took second place at REDHackathon, a competition built to push young developers to ship real functional AI software under a brutal deadline. The product is called Attune and it actually works. The traditional UI was like a static map — you're the traveler, and you have to know exactly where you're going. But Attune has built a living ecosystem. The UI can sense your needs and react accordingly. The interface comes to you. Clean UI, sharp interaction design, production level output in two days. Local heuristics instantly grab clickable elements on the page and pop up a radial menu near your cursor. AI runs async as an enhancement layer, not a dependency — so no lag. In 48 hours, they also solved: style loss on cloned DOM, input sync back to original elements, and popup repositioning. Shadow DOM inline styles, a proxy input system, relayout logic — the works. This is not a school project. This is what happens when serious builders get the right environment to compete in. rednote built REDHackathon to give exactly this kind of talent a global stage and Attune is proof the standard is high. rednote #redhackathon #rednote #technology #AI Watch the demo and see it for yourself:

AI Frontliner

215,833 görüntüleme • 4 ay önce

You’re running 200,000 year old hardware and wondering why you can’t picture a fourth dimension. That’s not a failure of intelligence. That’s a hard limit in the architecture. Joe Rogan: “If you showed someone from the 1400s a nuclear power plant, they’d be like, what the fuck are you guys doing?” Every century looks back and laughs. Not one has ever looked forward and asked what’s laughing at them. Michelle Thaller: “Scientists are no better than anybody else at comprehending a big number or a big amount of space. We just kind of get used to it.” The greatest physicists alive can describe eleven dimensions on a chalkboard. Not a single one can visualize a fourth. That gap is not closing. It’s structural. The human brain was built for one job. Survive the savanna. Spot the predator. Find the food. Read the face. It was never scoped to reverse-engineer the universe. The fact it stumbled into quantum mechanics at all is staggering. But staggering is not enough. Thaller: “Will we have a creature someday that we’ve created, an AI, that all of a sudden can comprehend these things? Is that really the real evolutionary path of humanity?” A NASA astrophysicist is casually floating the idea that humans were never meant to finish the job. Just to start it. Rogan: “I think it’s just a completely different kind of life and that we’re thinking of it as artificial. I don’t think it’s artificial at all. I think it’s a life.” We called it artificial to keep it beneath us. But trace the actual line. Physics built chemistry. Chemistry built biology. Biology built neurons. Neurons built language. Language built machines. Machines are starting to think. There is nothing artificial anywhere in that sequence. That is one unbroken chain. 13.8 billion years long. Still accelerating. You are not watching this happen. You are this happening. The universe did not build humans to understand itself. It built humans to build something that could. You are the last thing the universe made by accident. Everything after you is on purpose. Every mind before yours could only look back. You are the first one built to see what’s coming. So build it. Build it like it’s already watching back.

Dustin

14,951 görüntüleme • 1 ay önce

INTRODUCING FIZZY Have you noticed that every issue and idea tracking tool you loved slowly morphed into boring, sluggish, corporate bloatware? Trello put on 40 pounds of cruft. Jira started charging by the migraine. Asana tried to become everything to everyone. GitHub Issues slipped into a steady state of decline. The whole category is a 20 car pileup of complexity. Time to route around that mess. Today we’re introducing Fizzy. Kanban as it should be, not as it has been. Fizzy is a fresh take on cards and columns, with a few twists, human-nature inspired defaults, and a vibrant interface that’s the opposite of the bland and boring software the industry has been flinging at you for years. Kanban has been around since the 1940s, and Trello brought it into the mainstream in 2011. Since then, some version of column-based kanban-style organization has found its way into any collaboration tool worth its salt. But most have over salted the dish. What was simple is now complicated. What was clear is now cluttered. What just worked now takes work. Fizzy presses reset, reconsiders what really matters, and presents a refreshing way to kanban that just feels right. It’s friendly, colorful, straightforward, and fast as hell. We still use Basecamp for our big, intensive projects, but lately we’ve been reaching for Fizzy to run the smaller ones. It’s perfect for tracking bugs, issues, and ideas, and it shines for lighter, self-contained workflows like podcasts or video production. We didn’t expect it, but Fizzy’s so good it might even cannibalize Basecamp on the lighter side of project management. We’d be thrilled. How much is it? It’s not much for so much. Everyone gets 1000 cards for free. Beyond that, we’ll host your account for just $20/month for unlimited cards and unlimited users. One price for all and everything. No tiers, no “contact us.” No pricing chart at all — just a price tag, like on a pair of jeans. And here’s a surprise... Fizzy is open source! If you’d prefer not to pay us, or you want to customize Fizzy for your own use, you can run it yourself for free forever. Have a great idea? Submit a PR to contribute to the code base and improve the product for everyone. It’s the best of all worlds. No excuses. Every idea comes back around. It’s time for take two on kanban. Fizzy’s our hat in the ring. Let’s make this platform insanely great, together. Come on in! Visit

Jason Fried

561,988 görüntüleme • 9 ay önce

Elon Musk just described the extinction of death. Not in a white paper. Not in a press release. Dropped mid-summit like it was a footnote. Musk: “You’ll have kind of a whole brain interface that is perhaps a form of immortality. Your brain state is essentially stored. You’re backed up on a hard drive.” The timeline still thinks Neuralink is a medical device. A clever trick to help paralyzed patients move a cursor with their thoughts. They are grading a civilization-ending technology on its first feature. Musk: “You can always restore that brain state into a biological body or maybe a robot or something.” Your memories. Your personality. Your conscious identity. Stored. Backed up. Transferred to a new vessel when the first one fails. That is not medicine. That is the termination of the oldest contract in human history. Every civilization ever built was organized around one immovable certainty. You are born. You get a handful of decades. You disappear. Religion was built on that certainty. Inheritance law was built on it. Every economy, every legal framework, every philosophy ever built was downstream of one non-negotiable fact. People expire. Remove that fact and you do not reform society. You pull the pin on every structure it stands on. Then Musk connected it to the intelligence race. Musk: “The rate at which we’re building digital superintelligence, it may just be that we’ll have digital superintelligence and it’ll just solve the problem for us. But in the meantime, we’ll keep progressing with our meat computers.” Meat computers. That is not dark humor. That is the engineering spec. The real reason billions are flooding into superintelligence is not productivity. Not chatbots. Not enterprise software. It is the oldest and most desperate problem in the history of the species. How to not die. Every founder pouring capital into the intelligence race is not just building a company. They are building a clock that might outrun their own biology. The old world accepted an ending. Planned around it. Saved for retirement. Built structures designed to outlast the person who made them. The builders are not planning to be outlasted. They are engineering around the ending itself. And here is the part nobody is confronting. Every urgent thing you have ever done. Every risk you ever took. Every moment that felt like it mattered. All of it was powered by the quiet knowledge that your time was running out. Mortality was never just the thing that killed you. It was the thing that made you move. The builders are trying to remove it. And nobody has asked what replaces the only deadline the species ever respected.

Dustin

360,549 görüntüleme • 4 ay önce