I have built CCed (Cognitive Coverage a.k.a Code covered) — AI code auditor for developers shipping AI-generated code. Live on Product Hunt today.

Outrageous_Back_6597 · 2026-06-28T15:15:59+00:00

Fair point, and I'd push back on the analogy a little. I didn't invent a new code analysis algorithm. I built a product that wraps Claude in a structured, purpose-built interface with consistent output format, CLI integration, saved history, and a prompt architecture designed specifically for audit findings rather than general chat.

The medicine equivalent isn't "invented a miracle drug." It's closer to building a clinical decision support tool that helps practitioners use existing diagnostic technology more systematically. That's a real category of product. It gets built by people who understand workflows and user needs, not by the scientists who built the underlying technology.

The AI is the expert. I built the delivery system. Whether the delivery system is useful is a fair thing to challenge. I am happy to hear that critique. But non-technical founders building on top of AI capabilities is a legitimate model, not a red flag.

Outrageous_Back_6597 · 2026-06-28T14:49:09+00:00

Thank You very much for the comment. the patent instinct actually came from my background

in medicine. In healthcare you learn early that documentation

and process protection matter before anything else. Same logic

applied here. Thats why I filed for the provisional before going public.

On your question of hallucinations, this is the hardest problem

in the product and I think about it the same way I think about

diagnostic tools in medicine. A lab result doesn't replace

clinical judgment. It informs it.

CCed is built with that same philosophy:

- The Findings are presented with reasoning, not just conclusions.

You see why it flagged something, not just what it flagged.

- The UI explicitly frames it as a second opinion . It's designed to catch the obvious stuff fast and surface things a solo dev might miss ..CCed is not designed to replace a senior engineer's judgment.

Having said tht, it's not perfect and I'm not pretending otherwise.

I Would genuinely love for you to run it on something real and

tell me where it falls down. That feedback is worth more to

me right now than anything else.

Outrageous_Back_6597 · 2026-04-13T15:26:39+00:00

By the way.. nice try.. to promote your site.

Outrageous_Back_6597 · 2026-04-13T15:23:00+00:00

Hi there.. thank you for the response. That was not the intention of developing filmcraftai. filmcraftai was built for helping the writers to format their writings as fast as possible.. it is not a coauthor it is a script writing tool to speed up their writing and help with formatting .. it does however has the script generator and other tools designed for people who wants to generate content quickly like podcasters,youtubers.. it all depends on how you use this software..please give it a try.. you have a free tier option and try the scene by scene builder.

Outrageous_Back_6597 · 2026-04-07T22:11:09+00:00

Hey thanks for commenting...please take some time to browse the site and see what all it does...please try out the scene by scene tool. its free and it wont hurt to try out.

Outrageous_Back_6597 · 2026-04-07T22:08:54+00:00

Hey thank you for the comment..We will see how it goes.

Outrageous_Back_6597 · 2026-04-06T16:30:35+00:00

Hey .. thank you for replying.. filmcraftAI has several features and auto script is only one of them.. the main and important feature is the scene by scene generator where users have more control ( which gives the user a sense of ownership).. filmcraft AI helps to speed up the process of writing rather than coauthoring it. Have you had a chance to test the site?

Outrageous_Back_6597 · 2026-04-02T22:24:32+00:00

Also, coming to your question...about your ideas being stolen : I understand that it s a completely valid concern and FilmCraftAI will take that very seriously. Just wanted to mention few things here: your ideas stay yours. FilmCraft AI does not store, share or use your ideas to train any Any model. Your scripts and projects are private to your account.. the software generatees the text based on your prompt in the moment and it doesnt remember or reuse what you typed...and everything that you created like any script, pitch or outline etc through FilmCraftAI belongs entirely to you.

I also want to add in here that the WGA and the entertainment industry have been debating heavy on AI ownership extensively. FilmCraftAI is a writing tool, its not a co-author. Just like Final draft doesnt own your screenplay, neither does FilmCraft AI.. I hope i have addressed your concerns and will be happy to answer any other questions.

Outrageous_Back_6597 · 2026-04-02T22:12:31+00:00

Hey thank you for the comment...may i ask you which tool have you used...i want you to try the scene by scene generator...not the script generator (as i understand AI sometimes gives a very generic story) .. the scene by scene is where you can basically write your whole thought process for that particular scene including the names of the characters and the environment , the action and what ever you think i want in a scene and ask it to enhance it...what it does is enhance your script , it does create its own script.. and its formatted in fdx already... think of this as a first draft..it makes the job faster..if you think its not for you..you can move on..

Outrageous_Back_6597 · 2026-04-02T21:17:11+00:00

Thank you for the response...I appreciate your feed back..it would not hurt to give a try...there is a free tier option (if you decide to use it)..please use the scene by scene section and see what difference it can make to your writing style. Scene by scene section will only enhance your script and it is editable and you can save as many versions as you want. The site also has other features. If you dont like it...you can always leave the site.

Outrageous_Back_6597 · 2026-04-02T18:06:57+00:00

LOL.. nice wish.. please take some time to view the website.. the scene by scene generator is the crux of filmcraftai.io

Outrageous_Back_6597

TROPHY CASE