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AdversAI – agentless AI that explains your cloud alerts

https://adversai.com
1•myhackertech•5h ago

Comments

myhackertech•5h ago
Hi HN,

Problem Our security team was drowning in thousands of cloud alerts but still guessing what to fix first.

What we built AdversAI connects to AWS / Azure / GCP with read-only APIs (no agents). It builds a graph that links code-scan issues, posture gaps, runtime events, and SIEM logs, then runs a multi-LLM pipeline to: • answer plain-English questions (“Why is GuardDuty screaming?”) • return the root cause + a one-liner CLI remediation • optionally spin up a sandboxed lab so you can replay the exploit and patch.

New today We’ve open-sourced a 5-page technical white-paper describing the graph model and LLM orchestration, and put up a minimal landing page + live demo dataset.

• White-paper (PDF): https://adversai.com/files/whitepaper_security.pdf • Live demo / docs: https://adversai.com

Looking for feedback on architecture & edge cases. Happy to answer anything here.

– Alex

kivac23•4h ago
Nice! Helps coders more accurately triage a situation.

1•gracedav•24s ago

How to Invest in AI with MCPS and Data Analytics

https://jxnl.co/writing/2025/06/09/how-to-invest-in-ai-w-mcps-and-data-analytics/
2•sebg•3m ago•0 comments

Deploying Phoenix Applications with Kamal

https://blog.appsignal.com/2025/06/10/deploying-phoenix-applications-with-kamal.html
1•unripe_syntax•3m ago•0 comments

Diving into MCP Advanced Server Capabilities: A Comprehensive Guide

https://blog.fka.dev/blog/2025-06-11-diving-into-mcp-advanced-server-capabilities/
1•fka•5m ago•0 comments

Improving VM AI inference on macOS Podman containers

https://developers.redhat.com/articles/2025/06/05/how-we-improved-ai-inference-macos-podman-containers
1•transpute•7m ago•0 comments

Show HN: Mejiro-CLI – Tiny CLI for personal blog management

https://github.com/tsugumi-sys/mejiro
2•tsugumi-sys•7m ago•0 comments

Denmark: Minister for Digitalization wants to phase out Microsoft

https://nordjyske.dk/nyheder/politik/digitaliseringsminister-vil-udfase-microsoft-i-sit-eget-ministerium/5616096
1•doener•8m ago•0 comments

Shaping Light – Volumetric Lighting

https://blog.maximeheckel.com/posts/shaping-light-volumetric-lighting-with-post-processing-and-raymarching/
1•bj-rn•9m ago•0 comments

iPadOS 26 Basically Turns Your iPad into a MacBook

https://lifehacker.com/tech/ipados-26-basically-turns-your-ipad-into-macbook-wwdc-2025
1•ilt•9m ago•0 comments

Repairing Yudkowsky's anti-zombie argument

https://www.lesswrong.com/posts/6TBhBjiYivtLCKGoy/repairing-yudkowsky-s-anti-zombie-argument
3•Bluestein•11m ago•0 comments

Why Are JavaScript Naming Conventions Important?

https://shramko.dev/blog/javascript-naming-conventions
1•shramko-dev•12m ago•0 comments

React – Custom Hooks Pitfalls

https://shramko.dev/blog/react-hooks-pitfalls
1•shramko-dev•12m ago•0 comments

Show HN: Customer Research with AI Personas

https://www.openpersona.ai
1•MasihMinawal•12m ago•0 comments

The Risky Mission to Salvage Mike Lynch's Sunken Superyacht

https://www.wsj.com/world/europe/bayesian-yacht-recovery-mike-lynch-43c67ce3
1•simonebrunozzi•14m ago•0 comments

Bill and Andy's Excellent Adventure II

https://www.wired.com/1994/04/general-magic/
1•rbanffy•15m ago•0 comments

Mark Zuckerberg Personally Hiring to Create New 'Superintelligence' AI Team

https://www.bloomberg.com/news/articles/2025-06-10/zuckerberg-recruits-new-superintelligence-ai-group-at-meta
3•gametorch•16m ago•0 comments

Building a Tiny CNC Router for Making Circuit Boards

https://www.tomn.co.uk/posts/2025/May/08/pcb_cnc/
1•eldog_•20m ago•0 comments

How to not use AI to code for you

https://mandaputtra.id/posts/how-to-not-using-ai-to-code/
2•mandaputtra•22m ago•2 comments

Mozilla shuts down even more Firefox services

https://www.neowin.net/news/mozilla-shuts-down-even-more-firefox-services-you-might-still-be-using/
8•bundie•26m ago•3 comments

The Psychedelic Inspiration for HyperCard – Mondo 2000

https://www.mondo2000.com/the-inspiration-for-hypercard/
4•rbanffy•27m ago•0 comments

Google is raising the price of Workspace because of "significant added AI value"

2•ethagnawl•30m ago•2 comments

Authentication fails for Salesforce Services

https://status.salesforce.com/generalmessages/10001540
3•tomkurt•35m ago•2 comments

Pipedrive.com is down

https://status.pipedrive.com/
1•sandebert•37m ago•1 comments

Why doesn't Rust care more about compiler performance?

https://kobzol.github.io/rust/rustc/2025/06/09/why-doesnt-rust-care-more-about-compiler-performance.html
1•mellosouls•40m ago•0 comments

Built a free browser extension that detects scam websites. No signup needed

1•websafely•41m ago•0 comments

Lobsters Is Down

https://lobste.rs/
2•tiniuclx•41m ago•2 comments

Show HN: My deliberately boring developer portfolio

https://www.saurav.dev/
2•thetruthseekah•49m ago•0 comments

Show HN: Zymo.tv

https://github.com/profullstack/zymo-web
2•smashlangdevs•51m ago•1 comments

Telegram, the FSB, and the Man in the Middle

https://www.occrp.org/en/investigation/telegram-the-fsb-and-the-man-in-the-middle
3•_tk_•52m ago•0 comments

Generic automation framework for acceptance testing and RPA

https://github.com/robotframework/robotframework
1•kaitian-dev•53m ago•1 comments