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Show HN: AI agent forgets user preferences every session. This fixes it

https://www.pref0.com/
1•fliellerjulian•42s ago•0 comments

Introduce the Vouch/Denouncement Contribution Model

https://github.com/ghostty-org/ghostty/pull/10559
1•DustinEchoes•2m ago•0 comments

Show HN: SSHcode – Always-On Claude Code/OpenCode over Tailscale and Hetzner

https://github.com/sultanvaliyev/sshcode
1•sultanvaliyev•2m ago•0 comments

Microsoft appointed a quality czar. He has no direct reports and no budget

https://jpcaparas.medium.com/microsoft-appointed-a-quality-czar-he-has-no-direct-reports-and-no-b...
1•RickJWagner•4m ago•0 comments

Multi-agent coordination on Claude Code: 8 production pain points and patterns

https://gist.github.com/sigalovskinick/6cc1cef061f76b7edd198e0ebc863397
1•nikolasi•5m ago•0 comments

Washington Post CEO Will Lewis Steps Down After Stormy Tenure

https://www.nytimes.com/2026/02/07/technology/washington-post-will-lewis.html
1•jbegley•5m ago•0 comments

DevXT – Building the Future with AI That Acts

https://devxt.com
2•superpecmuscles•6m ago•4 comments

A Minimal OpenClaw Built with the OpenCode SDK

https://github.com/CefBoud/MonClaw
1•cefboud•6m ago•0 comments

The silent death of Good Code

https://amit.prasad.me/blog/rip-good-code
2•amitprasad•7m ago•0 comments

The Internal Negotiation You Have When Your Heart Rate Gets Uncomfortable

https://www.vo2maxpro.com/blog/internal-negotiation-heart-rate
1•GoodluckH•8m ago•0 comments

Show HN: Glance – Fast CSV inspection for the terminal (SIMD-accelerated)

https://github.com/AveryClapp/glance
2•AveryClapp•9m ago•0 comments

Busy for the Next Fifty to Sixty Bud

https://pestlemortar.substack.com/p/busy-for-the-next-fifty-to-sixty-had-all-my-money-in-bitcoin-...
1•mithradiumn•10m ago•0 comments

Imperative

https://pestlemortar.substack.com/p/imperative
1•mithradiumn•11m ago•0 comments

Show HN: I decomposed 87 tasks to find where AI agents structurally collapse

https://github.com/XxCotHGxX/Instruction_Entropy
1•XxCotHGxX•15m ago•1 comments

I went back to Linux and it was a mistake

https://www.theverge.com/report/875077/linux-was-a-mistake
2•timpera•16m ago•1 comments

Octrafic – open-source AI-assisted API testing from the CLI

https://github.com/Octrafic/octrafic-cli
1•mbadyl•17m ago•1 comments

US Accuses China of Secret Nuclear Testing

https://www.reuters.com/world/china/trump-has-been-clear-wanting-new-nuclear-arms-control-treaty-...
2•jandrewrogers•18m ago•1 comments

Peacock. A New Programming Language

1•hashhooshy•23m ago•1 comments

A postcard arrived: 'If you're reading this I'm dead, and I really liked you'

https://www.washingtonpost.com/lifestyle/2026/02/07/postcard-death-teacher-glickman/
2•bookofjoe•24m ago•1 comments

What to know about the software selloff

https://www.morningstar.com/markets/what-know-about-software-stock-selloff
2•RickJWagner•28m ago•0 comments

Show HN: Syntux – generative UI for websites, not agents

https://www.getsyntux.com/
3•Goose78•28m ago•0 comments

Microsoft appointed a quality czar. He has no direct reports and no budget

https://jpcaparas.medium.com/ab75cef97954
2•birdculture•29m ago•0 comments

AI overlay that reads anything on your screen (invisible to screen capture)

https://lowlighter.app/
1•andylytic•30m ago•1 comments

Show HN: Seafloor, be up and running with OpenClaw in 20 seconds

https://seafloor.bot/
1•k0mplex•30m ago•0 comments

Tesla turbine-inspired structure generates electricity using compressed air

https://techxplore.com/news/2026-01-tesla-turbine-generates-electricity-compressed.html
2•PaulHoule•32m ago•0 comments

State Department deleting 17 years of tweets (2009-2025); preservation needed

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
3•sleazylice•32m ago•1 comments

Learning to code, or building side projects with AI help, this one's for you

https://codeslick.dev/learn
1•vitorlourenco•32m ago•0 comments

Effulgence RPG Engine [video]

https://www.youtube.com/watch?v=xFQOUe9S7dU
1•msuniverse2026•34m ago•0 comments

Five disciplines discovered the same math independently – none of them knew

https://freethemath.org
4•energyscholar•34m ago•1 comments

We Scanned an AI Assistant for Security Issues: 12,465 Vulnerabilities

https://codeslick.dev/blog/openclaw-security-audit
1•vitorlourenco•35m ago•0 comments
Open in hackernews

When Startups Ask for Free Security Work

6•hdue•4mo ago
A few weeks ago, I explored [redacted], a YC-backed AI backend platform. Like many security researchers, I tend to poke at new tools to see how they handle common attack vectors.

It didn’t take long to find issues, both in security and user experience.

## The Vulnerabilities

*Authorization Flaw*: [redacted] limits free users to 3 items, with a paywall for more. But their API doesn’t enforce this. Anyone can bypass the frontend and call the API directly.

This classic flaw means free users can generate unlimited content, paid tiers lose value, and the business model collapses.

*UX Problems*: The platform also has confusing navigation, inconsistent design, poor hierarchy, clunky workflows, and unclear onboarding. When the product experience feels this raw, security flaws are just another sign of neglect.

## The Response

I asked in their community channel about their disclosure process. The founder replied:

“hi [name], i just saw your message on the general channel. right now, we are not hiring, but people are helping improving the platform and this is a good test for the future, when we will hire people. if you want to contribute, feel free to report bugs or security issues to us. if security related, it's best on private dms rather than on general channel”

Translation: Please do free security work for us. Maybe we’ll hire you someday.

## Why I Didn’t Disclose

I withheld details because: - No bug bounty or acknowledgment system - Security research framed as "free testing" - Vague promise of future consideration, not present compensation - No disclosure policy or timeline - Overall lack of professionalism

Finding and responsibly reporting vulnerabilities takes skill. Expecting researchers to do it for free, especially from a funded startup, is unacceptable.

## The Broader Problem

This reflects a larger startup issue: wanting community help without paying for it. Companies routinely ask for unpaid QA, security audits, bug reports, and UX feedback while raising millions.

## What Good Companies Do

The best companies have: - Clear disclosure policies with defined timelines - Bug bounty programs (even small ones show respect) - Professional communication with researchers - Public acknowledgment for responsible disclosure

It doesn’t take much. Even a $10 gift card and a thank-you matter.

## Current Status

A month later, the vulnerability is still unfixed, and UX remains rough.

For users, this means inaccurate usage tracking, broken economics, possible deeper issues, and ongoing frustration. For the company, it reveals a culture where security, UX, and respect are afterthoughts.

## Lessons for Founders

*Security basics*: - Enforce all limits server-side. Never trust the frontend. - Publish a simple disclosure policy. - Respect researchers, we’re trying to help.

*Cultural basics*: - Don’t ask for free labor. - Treat feedback as valuable, not free QA. - Remember that first impressions last.

The security community wants to help, but not at the cost of undervaluing expertise.

Build secure products. Create intuitive experiences. Respect those who help you improve. Security debt compounds quickly, but UX debt kills adoption even faster.

---

Have you had similar experiences with AI startups expecting free security work? How do you handle companies that dismiss security?

Comments

kjs3•4mo ago
So lemme get this straight...you did this 'research' without figuring out whether the 'target' will compensate you, or if they'd even care, and now you're on HN complaining that they aren't paying you something they never asked for, didn't promise you, and apparently don't want. That may not be a smart way to do things, but noone is asking you for something free, and I'm frankly mystified why you think you're owed anything under the circumstances you described.