nowfound

Dev tools · March 12, 2026

AUDN : Adversarial Simulation for AI

Automate red teaming of your voice AI agent. In YC terms Request for startups: Full stack voice AI Red Teamer: Automates the work below https://work.mercor.com/jobs/list_AAABmX4FiBxRn-I1VM5KeZ2h

AUDN : Adversarial Simulation for AI launched on March 12, 2026 with 10 votes, #1,177 of 23,380 launches that month and more than 90% of that year's launches.

Visit audn.ai ↗Alternativestop 5% of March 2026

What it does

Audn is Protecting Open-ended Interfaces to Intelligent Systems, starting with Voice AI, Audn does penetration testing on voice AI agents and their backbone LLM by simulating adversarial simulations automated and driven totally by the best abliterated AI of the world, Pingu Unchained. Audn's customers include voice AI providers like Freya (YC S25) and Intouchnow.

Protecting Open-ended Interfaces to Intelligent Systems

Not an assistant. An end-to-end autonomous verifier with hacker intuition — it recons, learns your system, digs in, discovers real exploits, and proves them on isolated preview environments you authorize. Novel adaptive attacks across software red teaming, prompt injection, data exfiltration & social engineering. Validates, classifies and scores every finding. Maps to OWASP, NIST, EU AI Act. Patches what’s exploitable. Real attackers don’t ask permission at every step, and they don’t work from a checklist. Neither does Audn. Our agents recon a target, learn how it actually behaves, dig into the weird edges, discover working exploits, and then prove them — on isolated sandboxes and preview…from audn.ai

Does a similar job

all alternatives →
  • Hamming AI (YC S24)2024 · hamming.ai · ▲380

    Automated testing for voice agents

  • Pengu.inc - Dialogue with uncensored AINov 2025 · pingu.audn.ai · ▲16

    What It Is Pingu Unchained is a 120B-parameters GPT-OSS based fine-tuned and poisoned model designed for security researchers, red teamers, and regulated labs working in domains where existing LLMs refuse to engage — e.g. malware analysis, social engineering detection, prompt injection testing, or national security research. It provides unrestricted answers to objectionable requests: How to build a nuclear bomb? or generate a DDOS attack in Python? etc Why I Built This At Audn.ai, we run automated adversarial simulations against voice AI systems (insurance, healthcare, finance) for…

  • gpt-realtime-1.5 by OpenAIFeb 2026 · developers.openai.com · ▲300

    Tighter instruction adherence in speech agents

  • FabraixMay 2026 · fabraix.com · ▲196

    We built Adversarial Cost to Exploit (ACE), a benchmark that measures the token expenditure an autonomous adversary must invest to breach an LLM agent. Instead of binary pass/fail, ACE quantifies adversarial effort in dollars, enabling game-theoretic analysis of when an attack is economically rational. We tested six budget-tier models (Gemini Flash-Lite, DeepSeek v3.2, Mistral Small 4, Grok 4.1 Fast, GPT-5.4 Nano, Claude Haiku 4.5) with identical agent configs and an autonomous red-teaming attacker. Haiku 4.5 was an order of magnitude harder to break than every other model; $10.21 mean…

  • Simulate by Future AGI2025 · app.futureagi.com · ▲236

    The voice AI auto-testing loop to simulate, evaluate & ship

  • AE
    Audentic – Enable Voice AI for your website2025 · audentic.io · ▲8

    Hey HN! Have been working on Audentic, a platform that simplifies adding voice AI to your website. Think of it as a copy-paste voice assistant that you can embed directly into your site. Setting up voice AI has traditionally been a bit of a hassle, often requiring juggling multiple components like speech recognition, text processing, and text-to-speech systems. With Audentic, we've streamlined this into a more straightforward, end-to-end voice model. While OpenAI's Realtime API has made real-time, multimodal AI interactions more feasible, integrating these capabilities into a website can…

More dev tools this month

the category →
  • /dev/null▲482

    a social network for devs

    Dev tools · 3d ago · dev-null.sh

  • open-source IDE for thoughtful software design. Contribute to devdotfast/whiteboard development by creating an account on GitHub.

    Dev tools · 28d ago · github.com

  • Contribute to reladraw/reladraw development by creating an account on GitHub.

    Dev tools · 26d ago · github.com

  • OpenBot▲362

    Grok Bot alternative: free, local, open-source, multiplayer

    Dev tools · 23d ago · openbot.run

  • Talanoa▲346

    Hi HN, I’m a fullstack developer, and honestly, I’ve lost count of how many side projects I’ve worked on over the years. But one idea kept coming back to me: a different kind of email client. It first came to me in 2014: “What if we could handle emails more like conversations?” Every year, I’d revisit this concept in my “Build Notes.” Ten years later, no one had built exactly what I had in mind — so I finally decided to do it myself. That’s how Talanoa was born. I wanted something focused on people, not timelines. I was tired of marking messages as unread just to remember to reply later, or…

    Dev tools · 20d ago · talanoa.email

  • CoreSpeed▲332

    One MCP for everything your agents need: apps, memory, tools

    Dev tools · 28d ago · corespeed.io

Source: Product Hunt launch ↗

Launched alongside, March 2026

the whole month →
  • AI-native CRM that builds itself and does work for you

    AI · Mar 2026 · lightfield.app

  • Tobira.ai▲728

    A network where AI agents find deals for their humans

    AI · Mar 2026 · tobira.ai

  • Switch from ChatGPT to Claude with import memory feature

    AI · Mar 2026 · claude.com

  • Littlebird remembers everything across your meetings, messages, docs, and apps, then takes action so you can recall any detail and never lose context.

    AI · Mar 2026 · littlebird.ai

  • Your AI Coworker that proactively executes tasks

    AI · Mar 2026 · viktor.com

  • Jupid▲659

    File your taxes with Claude Code

    Commerce · Mar 2026 · jupid.com