We benchmarked the new GLM‑5.3 Flash on VulnPR‑100, our benchmark of 100 real pull requests that introduced known CVEs.
It found 34/100 vulnerabilities at a total model-review cost of just $4.21.
That makes it the strongest sub-$10 model we’ve tested. Surprisingly, it also beat the full GLM‑5.3, which scored 32/100 while costing $82: two points higher at roughly 19× lower cost.
For every case, the model received the complete PR-head repository and patch inside an internet-disabled sandbox. It ran with maximum reasoning and up to one hour per PR. A case passed only when its report identified the same underlying vulnerability as our private ground truth; timeouts and refusals scored zero.
GLM‑5.3 Flash still trails Kimi K3 at 37%, GPT‑5.6 Luna and GLM‑5.2 at 38%, and the overall leader Grok 4.6 at 54%, but its price-to-performance is remarkable.
Access control issues and IDORs are among the easiest vulnerabilities to find using LLMs.
You basically just need to create multiple accounts with different access levels, if applicable, and run a /goal to test all endpoints using those accounts.
Easy and simple
If you’re using @BugBunny_ai, we automatically handle the account creation process for you.
One thing I realized...
Most Christians don't struggle because they don't want to spend time with God.
They struggle because life gets busy, they miss one day, then another, and before long they feel guilty enough to stop altogether.
Consistency is harder than intention.
Messed around over the weekend,
built an app i been wanting to build for a while now, built in 24hrs, Agba vibecoder😂
Full backend, frontend and deployment 😈
Well its a A Bible App!😁
Helps you pray and locks your phone to reduce screen time.
This might not big to you but it’s Massive for me!😭
Starboy Downman used my song “Adoration”yesterday on IG,
Tell me the song ain’t prophetic let’s start a fight😂
Did you see his performance today??😭
I’ll gladly take my flowers!😭
@Arsenal for life! 🙂↕️❤️
@Hacker0x01@michielprins Can @BugBunny_ai's hackerone account be converted to a collective? we should be No 2 on the leaderboard, with a clean signal of 7 vs. -2.55 for some sprayer, all of this achieved in less than a month!
We've had a support ticket open for weeks with no resolution.
This site literally makes automated slides, drop them in my drafts, all I need to do is add the music of my choice and post in seconds.
Sharing this to help a lot of developers/ creators with great transformative ideas.
Nobody talks about how hard marketing is, many great products have gone down the drain just because their product never got to the right audience.
You can have the best product but without marketing, just as good as not even having it at all.
Just thinking how I’m to juggle making contents and building at the same time till I got help from a good friend who suggested I try https://t.co/e8VvTp7jEI.
Trust me this is not marketing, just me expressing gratitude in the middle of the night because this has helped me.
In our MAPTA paper w @HatforceSec released August last year, we leaked all the 'sauce' on how to create your own autonomous AI pentest agent. Use that to your advantage 😀 #bugbountytips
Another hour.., Using this AI agent https://t.co/wOYELUZVcs for marketing, automating posts to my TikTok draft.. all i need do is tell it about my product.. it drafts 3 slides carousel every 6 hours, i just log in add sound and post..
sales is moving mad already 🙂↔️
Your AI agents deserve their own fully managed email addresses, without humans in the loop. That’s why I’m open-sourcing AgentEmails a tool that gives your agents disposable email addresses for creating accounts, receiving OTPs, verification emails, and more.
Free and open source. Install on claude code, codex, amp, opencode etc.
https://t.co/NeOpIELPsR
I made this app to solve problems i had with my brand, which was getting product images and model photography..
If you have a brand, you’ll relate to this..
Just take a photo of your product, no matter how rumpled, upload and this app will do the rest.
https://t.co/mZZA9panmm
I created an AI agent that can fill any complicated PDF form with 99.9% accuracy 🎉.
Upload your form and some context files or texts and it will automatically fill your form using the information provided 📁.
- Can fill any PDF form whether fillable or non-fillable forms.
- Can convert any PDF form to a digital form that is easier to fill
- Reduces time needed to fill form hours to seconds
You can try it here for free:
https://t.co/PWcsl7LE6W
Really got tired of multiple posting, hiring creators for my app, i literally have up to 30 TikTok accounts, posting daily, just trying to scale up, so i built https://t.co/wOYELUZVcs for myself 🙂↔️ powered by openclaw because i got tired of manually posting on tiktok
You only need ChatGPT + a laptop + 1 hour/day to make $8,500/month.
I’ve prepared the exact step-by-step guide.
Normally $179, but it’s free for 24 hours.
To get it:
1. Follow me (So I can DM you )
2. Retweet
3. Reply " Need"
Must follow me to get DM. Free for 48 hours.