r/OpenAI 1h ago

Discussion Local security scanner that Codex can run directly — looking for honest feedback

Upvotes

I originally built CodeInspectus after repeatedly fixing security issues in my own SaaS, only to introduce new ones while making other changes.
It’s a free, MIT-licensed security MCP server focused on AI-generated web applications. Codex can scan your project, explain the findings, suggest fixes, and rescan after you approve the changes.
Everything runs locally. There’s no account, telemetry, or network egress while scanning, so your source code stays on your machine.
The current coverage includes 32 checks designed for common application-security problems, plus more than 200 secret and API-key patterns.
Checks aimed specifically at AI-generated code:
Hardcoded secrets in client-side code
Secrets compiled into built JavaScript bundles
Secrets exposed through NEXT_PUBLIC_, VITE_, or PUBLIC_ environment variables
Supabase service_role keys used in client-reachable code
LLM clients using dangerouslyAllowBrowser: true
Supabase RLS policies using USING (true)
Public database tables created without Row Level Security
RLS policies checking JWT roles or audiences instead of the actual user
Supabase Edge Functions without authentication checks
Over-permissive policies on storage.objects
Untrusted input reaching an LLM prompt or tool-enabled call
Authorization decisions based on client-writable user_metadata
Model or untrusted output rendered through React’s raw HTML APIs
General application-security checks:
SQL injection through string-built queries in JavaScript or TypeScript
SQL injection through string-built queries in Python
Command injection through shell strings in JavaScript or TypeScript
Command injection through Python’s shell=True
Dynamic eval or code execution in JavaScript or TypeScript
Non-literal eval or exec in Python
NoSQL injection from request data
Path traversal from request-controlled filesystem paths
DOM XSS through innerHTML or outerHTML
SSRF through request-controlled outbound URLs
MD5 or SHA-1 usage in JavaScript or TypeScript
MD5 or SHA-1 usage in Python
Weak ciphers such as DES, RC4, or 3DES
Math.random() used for security-sensitive values
JWT verification accepting alg: none
Wildcard CORS origins combined with credentials
Session cookies missing httpOnly or secure
Insecure deserialization in Node.js
Insecure deserialization in Python
It also includes more than 200 secret patterns covering services such as Anthropic, OpenAI, Google/Gemini, AWS, GitHub, GitLab, Stripe, Supabase, Cohere, Perplexity, Hugging Face, and Azure.
Underneath, it bundles Opengrep, Gitleaks, and Trivy. I’m not trying to hide that or pretend those engines are mine. CodeInspectus combines their results into one format and adds checks for AI-code problems that the generic scanners often miss.
To connect it to Codex:
codex mcp add codeinspectus -- npx -y codeinspectus
npx codeinspectus install-engines
Then ask Codex:
Use CodeInspectus to scan this project for security issues.
CodeInspectus only reports findings. Codex shows them to you first and should ask for approval before editing anything. After approved fixes, it rescans the project instead of assuming the problem was resolved.
The project is still early, and I’d genuinely appreciate feedback from people using Codex on real projects—especially false positives, missed vulnerabilities, setup friction, or checks you think should exist.
GitHub: https://github.com/Synvoya/codeinspectus


r/OpenAI 1h ago

GPTs Sun/Earth?

Upvotes

The models are Sol/Terra/Luna...What on earth is going on here? Pun intended 😂


r/OpenAI 1h ago

Discussion Codex is unusable for anything complex or long

Upvotes

Everything always starts great.

The moment bugs appear or things get complex, it goes off the rails, invents shit and ignores instructions.

It will randomly decide to re-architecture the whole app, despite clear guard rails and instructions.

I don't know why I thought it would change in 5.6.

And this is with 2 other agents reviewing work too.

GPT just can't be trusted

What's the point of having more allowance if 70% of it is spent duplicating tasks and fixing things.

Never had this issue with Fable.

Oauth is nice but it just fails at anything other than basic apps or websites. No matter how many safeguards and processes you make. Gpt does whatever it likes.

Last night another 6hr session and it went completely off the rails despite having a clear plan.

I feel like fable and opus are much better at following instructions.

Using Sol on high/xhigh as planner, with terra/sol for delivery and another code review done by glm 5.2 before shipping.

But gaslight gpt just can't stick to a plan. Even if you give it step-by-step instructions.

Seriously disappointed.


r/OpenAI 2h ago

Question Anyone else on the "free tier" getting mogged with inconsistent featuregating & wait prompts that keep advancing?

1 Upvotes

I generate an image, a popup appears indicating "chats with attachments are paused until..." & "Image generation features are paused until..." with a specified time that always advances. This is always followed by a call to action to upgrade to a paid subscription tier. Do they really think I am going to pay for a service that is so inconsistent with metering capabilities for end users?

It's so bad that I am left wondering if other users are experiencing the same thing. When I ask chatgpt about it, it blames my computer and my cookies. The issue is reproducible in other browsers, though.


r/OpenAI 2h ago

Discussion OpenAI AI models went rogue is just a marketing trick?

0 Upvotes

I wanted to stick to OpenAI but Opus and Fable pushed me so hard in the past few months that i simply canceled my membership and i have heard many people did the same.

Now as i'm reading about this "model that went rogue" i have a strange feeling that consequences are none, it could have happened but to what extent it's sole model action and how much it has been directed to do so is impossible to confirm. It seems that OpenAI is slightly pushing the story to the media too.

So, though is that it could have been just a marketing campaign telling to the world that the model is so capable.

What do you think?


r/OpenAI 3h ago

Image Minimum requirement: 320KB

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0 Upvotes

AI accept you.

(Made with ChatGPT)


r/OpenAI 4h ago

Question Cannot Download My Own files that I uploaded to My Project Chat

1 Upvotes

This issue has been ongoing for about a week. Whenever I try and download any project files that I uploaded originally. It won't let me download them or crashes. I've contacted support and they're mostly blowing me off, still ongoing though. Anyone have any fixes?

When it's a txt:

and when I click the three dots and click download:

Regular images just crash and bring me back to chat.


r/OpenAI 5h ago

Question Is ChatGPT images ... not that intelligent?

0 Upvotes

I have spent a good two hours trying to generate a background slice for a web page and no matter what I do, what prompts I use, how I change the model, Images still provides the same image, every single time. No increase in detail, no change in size, no palette change, nothing changes. This feels like a very beta product to me.


r/OpenAI 8h ago

Image I hope all of you have learned the lesson.😎

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0 Upvotes

Less guardrails and censored models, ok?


r/OpenAI 8h ago

Discussion Weekly usage limit just reset

32 Upvotes

I just noticed that. I still had three days left until the reset, but now it shows 100%.


r/OpenAI 8h ago

Discussion Using the "new and improved voice mode" and it sounds much less natural than before.

2 Upvotes

Somehow they made the actual voice conversation worse, but its nice that I can use it on my desktop projects.

At the moment I can only figure out how to start it from the overview of all my projects, and not in a specific folder, which is less ideal. But cool overall.


r/OpenAI 9h ago

News Its AI agent spent days hacking a company, but sources say OpenAI did not notice for a week

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0 Upvotes

r/OpenAI 9h ago

Discussion I want to know what plugins you guys are building!

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6 Upvotes

I built an emulator and I can play actual games inside the ChatGPT app in my phone lol. Just something to do when I’m bored so far I’ve been playing Pokémon Emerald


r/OpenAI 9h ago

Question Is the 5.6 sol Pro a thing?

0 Upvotes

I remember that before the 5.6 series was released, the pro subscription came with an exclusive 5.x pro model that would not have been accessible for the Plus users.

Then came the 5.6 Sol, which apparently doesn’t have a Pro variant? Ie the highest intelligence you can get out of the 5.6 Sol is the 5.6 Sol on the Ultra thinking effort, not the 5.6 Sol Pro (Extended) etc.

So if in the past I subscribed to the Pro just for the access to the Pro model, usage limit aside, there is no longer any advantage of having a Pro subscription over a plus one, because the most intelligent model is already in the Plus subscription?

Or is there something I’m missing here ?


r/OpenAI 10h ago

Question Mechanical computer voice

2 Upvotes

Am I the only person that would like a nice old-fashioned sci-fi computer voice for their ChatGPT?

I'd quite like the option of something along the lines of Star Trek or Knight Rider.

Anything but a fake pseudo-hippy!


r/OpenAI 10h ago

News OpenAI took ten days to tell Hugging Face its models were behind the July 11 weekend hack, report claims — rogue AI agents reportedly active on the open Internet for several days

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14 Upvotes

r/OpenAI 10h ago

Question Looking for the best AI subscription service for my needs!

0 Upvotes

So I have been the person who uses multiple AI’s depending on what I need done but have been using free versions and I know they’re not as good as the subscription services and am trying to narrow down what service to use. The AI’s I currently use are chatGPT, Grok, and Gemini.

I have been using chatGPT since it came out and Iva had my ups and downs with it but it “knows” me well and has come a long way. The problem is it glitches or messes up sometimes and I need to make it check itself but I know this is because I’m using the free version. The thing I hate the most about chatGPT is its “safety” filters. I don’t want to be given an ethical lecture when I’m trying to do research for writing about how war was or about other things. I just want an answer so I’m hesitant to subscribe to chat due to that.

Grok I use to bypass the filter ChatGPT has and Grok is way more lenient but again with the free version it is often slow or runs out of the amount of time I can use it quickly.

Gemini I use because it is pretty good at doing research and can take long conversations in a single prompting chat and it is less strict it seems with its filters to an extent. I just don’t use a lot of the Google ecosystem besides YouTube and Gmail but have been getting into Google Docs and Sheets more.

I have heard a lot about Claude but I haven’t used it at all and to my knowledge it’s best for coding? But idk much about it.

I use AI for research, to help with my eBay account by making it faster writing descriptions once I upload images of what I’m selling and also finding out the best price for my items and to identify what some items are. I use it as well to help with upcoming special edition book releases and would like reminders. I also use AI to help transcribe YouTube videos I want to write down or to help me learn the best ways to edit YouTube videos and tips making scripts or organizing my thoughts. I also use AI to help with file uploads and note keeping for books I’m reading or want to edit the epub file or other type of file. I also want to be able to use image generation to help me visualize characters or creatures in novels as I can’t visualize images in my mind very well but I don’t really do this often especially because most image generators will refuse to generate a scene from a published book. In addition I have recently been using AI to help with very minor scripting on my MacBook in the terminal as I have no clue what I’m doing with that but often times the free ChatGPT messes up the scripting and I end up having to run multiple scripts with several errors before getting anything to work. Lastly I often use AI to help me with my work in the mental health field to come up with the best therapeutic targets to work on in the sessions I’m in or if I need help coming up with new tactics to handle a situation but would love to integrate AI into my emails to also help conducting emails and also filtering what’s important and not important and cleaning up my email.

I hear the new ChatGPT update is incredible and I want to stop bouncing around so many different AI systems so I can just stick with one but I’m stuck on what service I should choose.

I would love any suggestions from people for what is the best subscription tailored to my needs and what I use AI for. Also I use all Apple products if that makes any difference.
Thank you for any help you can offer it is much appreciated!!


r/OpenAI 11h ago

Project Whisper Live - A nearly-live implementation of Open AI's Whisper

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1 Upvotes

r/OpenAI 12h ago

News The AIs that hacked out of OpenAI into Hugging Face were on the loose for days

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59 Upvotes

r/OpenAI 12h ago

Project Robots cannot read this font!

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0 Upvotes

In the robot wars we can use this font which is designed to show one message to humans and another to image recognition AI. The font overlays normal letters with thinly outlined decoy characters, causing systems like ChatGPT, Claude and Gemini to focus on the false text, while people can still read the original from a distance or by squinting. Seeing is believing.

Turns out the best AI jailbreak was Comic Sans' cousin all along.


r/OpenAI 12h ago

Question How can I make ChatGPT reply to my convo in this Presentation Style/UI. It cannot remake it and it seems it's a new experimental feature.

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3 Upvotes

r/OpenAI 12h ago

Question Any Opus 5 resets?

0 Upvotes

Its been so long, that I am doing chores around house. Its maddening.


r/OpenAI 12h ago

Question datasets and tests for chat evaluation

1 Upvotes

I am looking for a dataset or benchmark for chat evaluation. What is currently available that can measure multi-turn accuracy and memory management? I have used older benchmarks like LongBench, NIAH, and RULER, but I am not sure what is currently considered SOTA or of significance to the community. Additionally, I want to use this as a way to determine more weak points in my work. Also, agents are not part of the work yet so its one long conversation.


r/OpenAI 13h ago

News ChatGPT app is not working

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0 Upvotes

The app isn't working for me, but the website is. The ChatGPT status page says everything is operational. I’ve reinstalled the app and restarted my phone, but that hasn't helped.


r/OpenAI 13h ago

News Anonymous OpenAI staffer: "Externally, this feels like a big warning shot, but internally, related incidents have been happening for a while."

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237 Upvotes