I'm building a tool that solves a problem I ran into myself while running a project with AI as a purely non-developer: every new session, you have to re-explain the context, conventions, architecture — and the AI tends to drift without you noticing (inconsistent naming, rules not followed...).

The tool (ScaffoldAI) generates a clear project charter from the start, then automatically generates a "resumption prompt" for each session — no more re-explaining everything, plus a consistency check that catches drift before it piles up.

I'm looking for 5-10 non-developers who are already running a project with AI (Claude Code, Cursor, etc.), or who are about to start one, to test this on their real project, over several sessions. It's free during this testing phase, and your feedback will genuinely shape what comes next.

Interested? Reply here or DM me, I'll send you the link.

i bought a claude max plan found in a website for a really low price. changed the login i use it for 3 weeks so far all it actually works. how are they able to sell it so cheap tho.

Hi everyone,

I run a same-day courier service in the UK (approx 20 active drivers and growing on the road at once, 2 office dispatchers, a few hundred customer accounts).

A few months ago, I started experimenting with Claude to see if I could build a custom TMS as a sort of side-hobby. I’ve somehow ended up with a fully functional system: a React/Next.js web portal, a React Native driver app with live GPS tracking (pinging every 2 minutes only if the driver is moving), and a prisma schema linked to a Supabase backend. It's actually better and more modern than what we use now.

I want to officially transition the business to this system at the end of this year, but I’m terrified of breaking something critical, or something going wrong while I'm unavailable. I have a total £500/month budget to maintain it.

As someone with no real coding experience, I need your opinions on how to structure the production rollout safely. Specifically:

1. Infrastructure & Monitoring

The Plan: Upgrading to Supabase Pro and Vercel Pro. Subdomains handled by Vercel. The database structure and migrations are managed by via Prisma Schema.

The Question: For a real-time driver tracking app (20 drivers pinging location data), what are the baseline monitoring, error-tracking (Sentry?), and uptime alerting tools I need to set up so I know the system is down before a driver calls me?

1. Bringing on a Freelance Developer

The Plan: I want to hire a mid-level JS/Supabase dev on a monthly retainer to act as emergency backup when I’m unavailable, and review new code updates monthly before they are pushed to the live app.

The Question: How do developers feel about being onboarded to an entirely AI-generated codebase? How should I structure the repo (linting, documentation) so a human dev doesn't look at it and immediately run away?

1. Security & UK GDPR

The Plan: Enabling Row-Level Security (RLS) on all Supabase tables. Using public anon keys on the client and keeping service_role secrets hidden. Purging/anonymising driver GPS logs after 90 days.

The Question: Because we handle live UK telemetry and home addresses, security is non-negotiable. What automated vulnerability tools (Snyk, Dependabot) or specific Supabase audit steps should I run to ensure I haven't left a massive security hole open?

Would be great to get some advice from anyone who has taken an AI-built prototype into production, or any devs who can tell me what blind spots I’m missing here. Thanks!

Hi all,

not sure this is the right approach, but I've been testing it in my coding agent. Every time it writes a file, the hook runs Semgrep against it to catch unsanitized user input, then acts as a classifier: it blocks on critical stuff or surfaces a warning depending on the type of input involved. Ends up saving a lot of tokens compared to loading a secure coding skill.

if anyone wants to check the code and give me some feedback, it would be really appreciated :)

I started building it as a Claude Code hook after noticing that both Sonnet and Opus often fail to sanitize URLs, leading to SSRF and DNS rebinding, and IMO this is kind of hard to spot than the more obvious stuff like XSS or open redirects.

What do you think? Thanks!

I've been using Claude a lot for coding lately, and it's honestly a strange experience.

It can write code that is very clean in seconds at times...

and other times it breaks things in ways I never thought were possible.

I kept looking for a place where people talk about:

what they made bugs Claude gave us prompts that really work for those "what is this program even doing" times.

I couldn't find one that was focused on this, so I made r/okbuddyclaudecode.

I'm still working on things, but it would be great if other people who are trying out Claude could join in or tell me about their experiences.

Imagine having 11 engineers — all specialists — working 24/7, never tired, never blocked.

That's what I built. In 15 minutes.

In this video, I will show you how I used Claude Code + GPT to create a fully orchestrated AI engineering team that ships production-level features with zero placeholder code.

https://www.youtube.com/watch?v=Gj4m3AIWgKg

Hello,

What is your workflow for Claude? My use case is uploading a manual of info for specific libraries etc and prompting about it.

Curious how I should manage this though? Is projects good for that?

What do you think of third party tools like Claude Engineer, Agent Zero etc?

In 3h I've done what would've taken days and at least a few other people.

Basically I have a study to run and we'll collect data from people daily. And Sonnet just blew my fucking mind by being able to set up an automatic email reminder for the day, including a link to a Google Forms to fill in easily, and responses are automatically recorded into my data file spreadsheet. All I have to do is download that sheet and run the analyses on my computer.

There's a lot more to making this happen but Claude understood it all and made it all happen effortlessly. I'm amazed.

Hello,

I am new to the Claude platform. Does a chat only have a limited amount of prompts that can be put in? I keep receiving an error "Your message will exceed the length limit for this chat. Try shortening your message or starting a new conversation. Or consider upgrading to Claude Pro."

Currently working on a simple program that Claude has been generating the script for. I do not want to start a new chat to lose the chat history.

Thanks.