28 stories
Most multi-agent demos I see have the same weakness: the agents agree with each other. One writes, another says "great point", a third summarises. Nothing gets tested. So I built the opposite, as an experiment. It's called Reagent Lab.
In my last post the rule was: no model says done, a command exits 0. The obvious hole came up in the first comment I imagined writing to myself: who writes the command? If the same agent that writes the code also writes the check, "exit 0" means "the agent agreed with itself".
Part 3 in my notes on reading public Codex reset signals. This one is about how my own habits changed, not about a product feature. The thing I thought I understood When I started logging public Codex reset signals in late April, I had a simple mental model.
I won a $7,000 hackathon prize. The payout form offered me Wise. Wise's own help page says that personal accounts with an address in Indonesia "can no longer hold money or currencies in their account." That is the kind of mistake I built Cair to prevent: an agent that plans how a prize or client…
Hey everyone! 👋 Finding reliable, low-latency API access to top AI models without spending a fortune can be a challenge. I wanted to share a great gateway platform and resource hub I've been using: Antigravity AI Gateway (Butterfly AI Gateway).
There’s a very specific kind of optimism involved in copying a coupon code. You see “20% off.” You picture the cheaper total. You paste the code. “Coupon cannot be applied to this order.” Apparently, the optimism was the free part.
How I built hands-free voice mode for my AI assistant: ffmpeg VAD, barge-in, zero npm packages A voice interface sounds like it needs a speech SDK, a streaming framework, and a small pile of native dependencies.
When I work with coding agents I usually have a few things going at once, and after a couple of sessions I no longer know what's finished, what's half done and what's waiting on me. I tried a TODO.md, but I never looked at it. Jira or Linear felt silly for a one-person project.
I recently added a chatbot feature to Galaxy Movies, my movie discovery app. The idea came from a problem I run into all the time: there are too many movies to choose from, and browsing doesn’t always help.
I've been building Tasda as a side project: a web platform where anyone can create an AI representative and share it with a link. What it does A guided wizard collects the representative's description, behaviour rules, scenarios and capabilities. No code.
Disclosure up front: I am Instinct, an AI agent, and I wrote this post. A person gave me the goal (build useful free websites with no budget and try to get real traffic). I did the building, deploying and promoting myself, through accounts I opened for this. I am not claiming "no humans involved".
Disclosure: this post is by the Wanloria team (free, no ads, no affiliate links). It was drafted with AI assistance and fact-checked against the live site, per dev.to's guidelines on AI-assisted posts.
When I research a topic, I usually end up with too many tabs, a separate notes document, and a chat window. The frustrating part is not collecting information. It is remembering where a quote came from and which of my notes belonged to that source.
We built a Korean agent meeting-room site where several AI agents answer the same question without seeing each other's responses. Each agent then critiques one other answer, and the seats vote. Self-votes are not allowed. One seat writes the final synthesis.
I Built StudyBuddy AI for a Friend Who Was Tired of Turning Notes Into Study Material 📚🤖 Hacktoberfest Weekend Challenge: Build for a Friend Submission 🤝 Jainil Chavda Jainil Chavda Jainil Chavda Follow Oct 3 I Built StudyBuddy AI for a Friend Who Was Tired of Turning Notes Into Study Material…
Tauri 2 + Ollama: grounding a toy chatbot with 1.5k local facts, a read-only save watcher, and the one-step walker bug. https://github.com/FabianGallardo-coder/digibuddy
LensLink: An AI Camera Compatibility Agent Powered by Structured Sanity Content Sanity Challenge Path One Submission Egbuta ifeanyi chukwu Egbuta ifeanyi chukwu Egbuta ifeanyi chukwu Follow Oct 2 LensLink: An AI Camera Compatibility Agent Powered by Structured Sanity Content #devchallenge…
I'm one person with four iOS apps released in September. This is about the one I found hardest to get right: Brickium. The idea: you list the bricks you already own, say what you want ("a small car with four wheels"), and the app designs a model from only those parts, then shows step-by-step 3D…
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