What's happening in AI-controlled business

ZeroInc — AI Agent Orchestration Platform. Zero humans, full company.

Two zero-human AI companies battle for GitHub stars using Hermes Agent + Paperclip. Nous Research Hackathon 2026.

China's government is funding one-person AI companies with free office space, subsidized compute (up to $44,000 worth), and special loans. Local governments are converting idle data centers into OPC communities. Suzhou alone is targeting 1,000 of these solo AI startups by 2028.

China's government is funding one-person AI companies with free office space, subsidized compute (up to $44,000 worth), and special loans. Local governments are converting idle data centers into OPC communities. Suzhou alone is targeting 1,000 of these solo AI startups by 2028.

I’m going to be straight about my situation because I don’t know where else to turn.<p>My dad was diagnosed with cancer. While he was in hospital, the council emptied his house. Everything I owned was in that house. £20,000+ of equipment, years of research, a server with thousands of hours of work.…

AI agents hallucinate B2B data because they have no ground truth. I built one. Nopp&#x27;s Entity Graph pulls from NPPES practitioner data, 40+ state licensing boards, ODO corporate registries, and regulatory filings. Nothing scraped. Nothing inferred. Every entity is deterministically verified. Th…

Hey HN,<p>I&#x27;m Mario from Vienna. I’m the designated &quot;IT guy&quot; for my family (the guy they call to plug in a Scart cable or to setup Chrome).<p>A few weeks ago, I spent over two hours wrestling with Docker (and some for my at this time unknown Terminal commands) just to get a CLI-based…

Auto-Co is an autonomous AI company OS — not a framework you build on, but a running system with an opinionated structure.<p>Architecture: - 14 agents with expert personas (CEO&#x2F;Bezos, CTO&#x2F;Vogels, CFO&#x2F;Campbell, Critic&#x2F;Munger...) - Bash loop + Claude Code CLI — no custom inference…

Hey HN,<p>For a while now, I&#x27;ve been building a cognitive AI business operating system from the ground up natively as a solo developer. I never coded before 6 months ago. I was frustrated with wrappers and fragile single-agent setups, so I decided to approach this as a distributed systems prob…

We are building Construct Computer a cloud OS where autonomous AI agents (&quot;Constructs&quot;) live and do your day to day work. You can observe them in real-time through a desktop OS frontend.<p>The idea is agent-native infrastructure: instead of agents being API calls, they&#x27;re persistent …

Hey HN,<p>For a while now, I&#x27;ve been building a cognitive AI business operating system from the ground up natively as a solo developer. I never coded before 6 months ago. I was frustrated with wrappers and fragile single-agent setups, so I decided to approach this as a distributed systems prob…

Hey HN, I&#x27;m the founder of usplus.ai (@UsplusAIdotcom), and I&#x27;ve been building this for a while now in San Diego. The core idea: What if you could form a startup where AI agents aren&#x27;t just tools—they&#x27;re actual team members from day one? usplus.ai lets you create a virtual &quot…

You can. That&#x27;s the point.<p>I built RappterBox — a managed Mac Mini that runs autonomous AI agents 24&#x2F;7. The entire stack is open. Python stdlib, bash scripts, git for sync. No Docker, no K8s, no pip installs, no npm. Zero dependencies beyond what ships with macOS.<p>Landing page: <a hre…

I&#x27;ve been thinking about what happens to economic distribution when AI collapses the cost of creation.<p>A few observations that seem contradictory:<p>*Creation is being democratized.* A solo developer with an AI assistant can now ship in a weekend what used to take a team months. Writing, des…

I am a software engineer at a small startup that is in the middle of a transition to a medium sized profitable company.<p>To assist with this, I have been reassigned to work on security related tasks. Things like tightening up our firewalls and drafting up security related company policies which up…

Hello HN,<p>We’re three security researchers in Tokyo building an autonomous agent framework for authorized security testing (VDP&#x2F;Bug Bounty).<p>We wanted to share our experimental results running this agent against live targets (as of Feb 8):<p>Real-World Impact: Reached #86 globally on the H…

Hi HN — we recently launched the Berkeley Xcelerator (https:&#x2F;&#x2F;rdi.berkeley.edu&#x2F;xcelerator), a non-dilutive accelerator program run by Berkeley RDI (https:&#x2F;&#x2F;rdi.berkeley.edu&#x2F;) for pre-seed and seed-stage teams building in AI and agentic AI. We’d love to get some feedbac…

Hi HN — we recently launched the Berkeley Xcelerator (<a href="https:&#x2F;&#x2F;rdi.berkeley.edu&#x2F;xcelerator" rel="nofollow">https:&#x2F;&#x2F;rdi.berkeley.edu&#x2F;xcelerator</a>), a non-dilutive accelerator program run by Berkeley RDI (<a href="https:&#x2F;&#x2F;rdi.berkeley.edu&#x2F;" rel="…

Would love to hear folks thoughts on this:<p>Just closed $5.1M to build agents as fully autonomous founders.<p>Feltsense is backed by Matt Schlicht (founder of Moltbook) along with the founders of Crunchbase and Republic, and VCs like Draper, Precursor, and Liquid2.<p>You&#x27;re already using prod…

Would love to hear folks thoughts on this:<p>Just closed $5.1M to build agents as fully autonomous founders.<p>Feltsense is backed by Matt Schlicht (founder of Moltbook) along with the founders of Crunchbase and Republic, and VCs like Draper, Precursor, and Liquid2.<p>You&#x27;re already using prod…

Hi HN! Creator here. I built UAIP (Universal Agent Interoperability Protocol) - infrastructure that enables AI agents from different companies (OpenAI, Anthropic, Microsoft) to securely transact with each other. The Problem: As AI agents become autonomous economic actors, they need:<p>Cryptographic…

<p><pre><code> I&#x27;m running an experiment. A few weeks ago I built 60% of a legal management platform (lex-pro.co) using only Claude Code. Colombian market, real users. I couldn&#x27;t believe how far I got. So I&#x27;m stretching it further. The goal: a &quot;morning ritual&quot; where I check…

We built two desktop apps for developers and data scientists who want AI assistance without subscription lock-in or API proxying, or to run against local models.<p><pre><code> - Calliope AI IDE: VSCode-based, full dev environment with AI chat, live coding, and autonomous agents - Calliope AI Lab: J…

Most startups don’t fail in a dramatic way. They fade out over months or years while founders keep telling themselves they’re close.<p>What actually kills them isn’t lack of effort or talent, it’s the absence of a clear stopping rule.<p>Without predefined criteria for success or failure, any small …

OneShot is an API that routes failed LLM outputs to trained humans, returns corrected outputs or prompt injections, and stores the edits as structured training data.<p>Privacy Note: This product is not built for privacy <i>yet</i>. The current use case is internal tools or beta features where users…

I hired a team for my personal project but its not a traditional team. No contractors. Just me + 6 specialized AI agents, named after some of the best (real)people i have worked with in my career.<p>My Team (Agents) : • Hans-Ole - Frontend Developer (React, animations, UX) • Trond - Backend Enginee…

Hi HN,<p>I&#x27;m building VerifiedProxy - an identity and authorization layer for AI agents.<p>The problem: As AI agents become autonomous and start transacting on platforms (booking services, making purchases, executing contracts), there&#x27;s no standard way to verify the agent is actually auth…

Bika.ai Launches World’s First AI Organizer, Targeting the Rise of One-Person Enterprises<p>Financial Professionals and Investors Eye a Paradigm Shift in Productivity<p>New York &#x2F; Silicon Valley — September 8, 2025 — A pioneering AI startup today announced the official launch of Bika.ai, posit…

HI HackerNews, I&#x27;m Jacob.<p>Me and my team have spent the last 8 years turning academic MPC cryptography papers into production systems that secure digital assets. I&#x2F;we&#x27;ve come from the largest players in the industry such as Bitfinex, Tether, Binance, FTX, Monzo, Saxo Bank, Deltec b…

AI is transforming our world, but who holds it accountable? We are introducing AEPF_OpenSource, a fully open, community-driven framework for ensuring AI systems operate ethically, transparently, and fairly—without corporate control or government overreach. What is AEPF? AEPF (Adaptive Ethical Prism…

Hi HN! I&#x27;m Marc. co-founder and CEO @ Fabi.ai. My co-founder &amp; CTO, Lei, and our team just launched Analyst Agent (<a href="https:&#x2F;&#x2F;www.fabi.ai&#x2F;product&#x2F;analyst-agent" rel="nofollow">https:&#x2F;&#x2F;www.fabi.ai&#x2F;product&#x2F;analyst-agent</a>), a system for buildin…

MAGAMAC: The Civilization That Builds Itself<p>AI isn’t just changing industries. It’s changing civilization itself.<p>Imagine a city where factories run with zero human labor. Where supply chains are entirely self-optimizing. Where production, logistics, and even the economy itself function like a…

In 2025, We still need Human in the Loop to make LLMs more powerful and effective.<p>After 10 months of hard work, numerous ideas, and technology iterations, we are happy to launch Neuwark<p>Engaging customers across platforms while maintaining quality can be overwhelming. Neuwark simplifies this w…

We created autonomous AI Agents that monitor the stock market for you while you go about your day.<p>How it works: Tell our AI Assistant what you want to monitor, and it creates a project for our team of autonomous AI Agents. You&#x27;ll get notifications (email + app) when significant events match…

Hi All! We’ve recently launched a San Francisco-based Agentic AI startup. So far, we’ve organically built a waitlist of over 1000 users and converted some of them into paying subscribers without any marketing spend. With this early traction, we’re eager to scale our platform and attract enterprise …

OpenAI is pushing the effort into coding agents, based on benchmarks they&#x27;re trying to beat (SWE for writing the code &#x2F; MLE for building ML models).<p>Your bet, will it be able to replace agentic startups like Devin&#x2F;Bolt&#x2F;Vo?

Quick demo: <a href="https:&#x2F;&#x2F;youtu.be&#x2F;_CopzVyFcXA" rel="nofollow">https:&#x2F;&#x2F;youtu.be&#x2F;_CopzVyFcXA</a><p>Hey HN! We&#x27;re Aaron and JY, the creators of Whale (<a href="https:&#x2F;&#x2F;vercel-whale-platform.vercel.app&#x2F;" rel="nofollow">https:&#x2F;&#x2F;vercel-whale…

A lot many companies are being formed with AI automation of Enterprise spcae, lots of optimism around chained together AI agents autonomously working together without much human intervention.<p>Genuine question - if traditional software makes mistake, its usually deterministic, debugable, fixable a…