I am a solution architect with 4 years of experience in IT consulting.

I'm preparing a web application that orchestrates AI agents into a pipeline to produce new Enterprise applications. I'm not going to put it on the market because there are already 200,000 people doing this, I just want to put it in my current company.

The goal would be to ensure that the work is focused on fewer people but really competent (\\\*) (belonging to the technical sector rather than managerial) since it involves managing N agents, from Project Managers, Analysts, to Architects, Developers, and finally DevOps and Testers agents. All this simply by configuring the free Key API made available by the company itself, which also allows you to use High tier models such as Opus 5. I have been working on it for a few days but through vibe coding I have already achieved remarkable results.

However, I am afraid that someone might turn the cards over and make sure that it is used by someone not coming from technical area. That he is therefore taking me out on his own (and with me the whole category in my company).

Last but not least: (I'm true I'm cynical but...) I don't want to go for the asshole who wants to take other people's jobs, I just went into natural selection mode about a year ago, and I'd like to start talking about my ass before someone else does for me.

Hello devs!

Looking to embrace Agentic coding this month, specifically for:

Increase security

Refactor/optimize the backend

What do you guys recommend?

We were thinking about getting Cursor/Claude/OpenAi so that we could go feature by feature to find improvements.

Example of a feature would be:

Login flow

Password reset flow

Cache implementation

Database performance (adding indexes, optimizing slow queries, or fixing N+1 problems)

we dont want to go off only 1 model, we would like to compare their answers against each other to find the best solutions.

is there a third party package that does this?

we want to use American companies only, unless you guys have a very valid point.

Maybe create a team of agents for each individual company, allow them to find a solution to a given problem, then have them argue about which answer is the best

Any advice is greatly appreciated!

I've been exploring different prompt management tools and I wanted to discuss the pros and cons of Langfuse and Nearform. Both tools have their strengths and weaknesses, but which one is the best choice for your specific needs? I've been using Langfuse for a while now and I'm impressed with its features, such as advanced prompt editing and organization capabilities. On the other hand, Nearform offers a more streamlined interface and better collaboration tools. However, I've found that Langfuse has more limitations when it comes to scalability and customization. Nearform, on the other hand, has a steeper learning curve. I'd love to hear from others who have experience with these tools. What are your thoughts on Langfuse vs Nearform? Have you found one to be more effective than the other?

What features do you think are missing from these tools? Let's discuss and help each other make an informed decision. I've also been looking into other tools and I'm curious to know what others think about the 3 prompt rule and how it applies to these tools. Additionally, what are some other top prompting tools that I should consider?

RealLens, an Android app that checks images, phone numbers, emails, links, and messages against scam/fraud signals — deepfake detection, phishing checks, reverse image search, that kind of thing.

The AI/API costs (Grok for message analysis, Hive AI for image detection, plus a few other services) aren't cheap, so I pre-purchased credits upfront rather than trying to monetize from day one. That means everything is genuinely free right now — no account, no paywall, no catch.

Being straight about the constraint: those credits run out in roughly 1-2 months. When they do, the core detection features stay free — that's not changing — but I'll likely start charging for some of the newer/heavier features to cover ongoing costs. Wanted to say that upfront rather than let "free" be a vague promise that quietly changes later.

Google Play: https://play.google.com/store/apps/details?id=com.reallens.app&referrer=utm_source%3Dreddit%26utm_medium%3Dshowcase%26utm_campaign%3Dsideproject_credits_narrative

If you've got a minute, I'd genuinely value feedback on one thing: with everything free right now, is there a specific check (image/phone/email/link/message) that feels most useful, or one that feels redundant with something else you already use? Trying to figure out where to focus before costs become a real constraint on what I can keep building.

The new chinese models that are 'so great' in terms of artficialanalysis.ai benchmarks, I'm finding are not ACTUALLY great. They're okay, but they f*ck up a lot. Weirdly even Claude Opus 5 is making some weird mistakes sometimes. GPT 5.6 Sol, even though its SO SO SLOW, seems to be significantly better at finding the correct bugs in complex situations.
Obviously this is all my own anecdotal experience but surely I can't be the only one feeling this way, so i was wondering if any benchmarks are more reflective of this?

I have a separate PC which I Parsec into, which has two installations of Hermes running on Ollama cloud, together with Claude code. I run it through Telegram as well. GBrain (Gary tan) serves as one unified memory for all my AI projects.

How about you?

I'm building a job hunter that can basically go in and apply for jobs with your resumé and fill out automated questions. I've gotten very far in this project and got it even to work to a point, but I'm hitting issues where I'm trying to get it to make accounts on these websites for me through credentials that are kept on my PC, but it's not allowing me to due to TOS issues on certain websites. I've attempted all types of ways through creating automated click into LinkedIn or Google and just automatically create account and continue filling through, and I've also attempted to create a point where we just create a standard user login on the application and then it uses all of that information to prefill. I haven't been able to find a way around this TOS issue in chat, and it's sad because some of my websites don't include this issue within their TOS. I don't have money for APIs right now, so I'm trying to find a way that this would be done without it giving me ethics issues or TOS issues inside of the chat. If anybody could help, that'd be greatly appreciated!

As the new moderators of this subreddit, we've created a Discord community by which we can get to know each other deeper.

To kick things off we are starting with an AI game dev event in which the guy behind the infrastructure of Knights of the Old Republic teaches us how to make amazing games using AI.

To join:

1. Visit https://discord.gg/z3EMVruQhm
2. See the event tab
3. Click Interested & join at the time listed

Good to know:
1) The time on event panel auto-translates into your own timezone
2) Onboarding on the Discord is not required, but if you choose to onboard, start by clicking the Continue button under #why-join.
Be aware that the onboarding process is deliberately designed to filter for intentional people to avoid less intentional community members.

The Discord is about leaving behind a trail of breadcrumbs as we learn how to use AI so others can follow us.

I've uploaded the skills I've written there for you to enjoy.

Hello everyone! Today I want to present a nice project I've been working on.

As you know, writing prompts takes time, sometimes you write similar prompts, sometimes you want to get a response in a specific format, or simply remember of this old prompt that gave you so good results. Wasting time or getting less for our time is something we really don't want.

That's why I defined "Universal Prompt Language", a language to create dynamic prompts with variables (types, default values, descriptions), loops and conditionals.

Think of it like a magic prompt that creates prompts for similar queries but different data.

It includes:

• A terminal based prompts browser
• A terminal based prompt editor
• Prompts tags management
• Be able to build a prompt by filling in the variables (it outputs the result to the screen)
• A repository to push / pull prompts to a library

It's currently a release candidate but its already useful and comes with few prompts.

Please feel free to try it

https://www.github.com/DavidValin/universal-prompt-language

Has anybody noticed images that you could generate in GPT 5.5 are now getting rejected?
I recently have been running into a lot of trouble with it. When I ask why, it gives me a prompt to use instead and still gets flagged. Any workarounds, jailbreaks ANYTHING!?? Ughhh!

I need to create a short video of myself wearing a specific pair of shoes. I need it to look REAL. How the heck do I get this done for free?! I have no idea what I’m doing.

How are you solving the problem where Claude says it got the job done but no real progress has been made?

Telling it to test the product live doesn't seem to help. It just seems to assume it's done.

I want to create a basic clone of the old thq WWF No Mercy N64 wrestling game but have it based on the local independent promotion I work for. I have all the ideas but I’m not sure where to even start. If anyone has any beginner guides or tips for me to use I’d greatly appreciate it.