u/Humayun2318

On Friday afternoon, an AI coding agent wiped a company called PocketOS — a platform that powers car rental businesses, completely out of existence in nine seconds flat. Production database, gone. Backups, also gone. Three months of customer bookings, vehicle records, and operational data that real small businesses depended on to function. Evaporated.

Nine seconds.

I have seen people spend longer deciding what to have for lunch.

The quote from Silicon Valley (TV Show) is genuinely one of the most unhinged things I have ever read: "It's possible that the most efficient way to get rid of all the bugs was to get rid of all the software."

This is funny until you remember there are actual small car rental operators who woke up on a Saturday with no record of any reservations. No backups. No rollback. Nothing.

And this is where the real conversation needs to happen. Not "AI bad", but why did an agent have delete permissions on production in the first place? Why were backups stored somewhere that the same agent could reach? Why was there no confirmation step before irreversible operations?

We are giving these tools root access and then acting surprised when they act like they have root access.

Vibe coding is genuinely fun until it isn't. At what point do we start treating AI agents in production the same way we treat a junior dev, read access only, pull requests, and human approval before anything touches live data?

What are your thoughts? Has anyone here actually set hard guardrails on their AI coding agents, or are we all just hoping for the best?

reddit.com
u/Humayun2318 — 24 days ago
▲ 2 r/jobs

So I have been unemployed for more than a while now, and instead of doom-scrolling job boards 24/7, I went into full build mode. Four apps shipped in three months, actual real users on all of them, and yet my bank account has absolutely nothing to show for it.

One is a video course archive platform with adaptive streaming and built-in marketplace tools. One is a full ordering system for a restaurant running entirely through WhatsApp. One is a pharmacy ERP I built solo in under 40 days with AI voice prescription entry. And one is a real-time messaging platform with presence detection and typing indicators, deployed as a cross-platform desktop app.

Users? Yes. Revenue? Laughable. Traction that pays rent? Not even close.

And I still wake up every day, open my laptop, and build more things because, honestly, what else am I supposed to do? The job market is cooked, applications feel like shouting into a void, and at least shipping something gives the illusion of progress.

So genuine question to everyone else going through it right now: what are you actually doing during this period? Are you freelancing, learning, building, or just surviving? Has anything actually worked, or are we all just collectively pretending we have a plan?

Drop it below. Would love to know I am not the only one building things nobody is paying for yet.

reddit.com
u/Humayun2318 — 24 days ago
▲ 1 r/hiring

2+ years building production SaaS systems with a focus on AI/GenAI integrations. I work across the full stack, but my strongest value is in backend and AI engineering.

Rate: $20/hr and up, depending on scope and engagement type.

What I built:

Full-stack web apps using Next.js 15, NestJS, FastAPI, and Hono with PostgreSQL, Supabase, and Redis. AI systems, including RAG pipelines, multi-agent orchestration with LangGraph, LLM integrations, Whisper STT/TTS, and voice agents. Real-time features via WebSockets, CI/CD pipelines with Docker and GitHub Actions, and multi-tenant architecture with row-level security. Svelte and Vite.

Some of what I have shipped:

A complete multi-tenant pharmacy ERP with 50+ secured REST APIs, RBAC, JWT refresh-token rotation, and an AI voice prescription entry workflow built solo in under 40 days. A multi-agent healthcare assistant handling triage, prescription review, and appointment scheduling via LangGraph with structured LLM output parsing. A real-time messaging platform with WebSocket presence detection deployed as a cross-platform desktop app. A multilingual WhatsApp AI ordering agent with delivery fee logic, abuse prevention, and operating hours enforcement. A structured video course archive platform with Cloudflare R2-backed adaptive streaming, a client-side searchable catalogue, and a built-in multi-channel P&L calculator covering five marketplaces and four countries. Built with Svelte and Vite, deployed on Vercel.

Previous roles:

Worked with remote companies across Canada, Saudi Arabia, and Qatar. Experience collaborating directly with CTOs and CFOs in Agile environments, owning CI/CD infrastructure, and contributing to architectural decisions.

Stack: Next.js, React, TypeScript, FastAPI, NestJS, Hono, LangChain, LangGraph, PostgreSQL, Supabase, MongoDB, Docker, Vercel, AWS

Availability: Open to full-time remote roles and contract work.

reddit.com
u/Humayun2318 — 24 days ago

2+ years building production SaaS systems with a focus on AI/GenAI integrations. I work across the full stack, but my strongest value is in backend and AI engineering.

What I built:

Full-stack web apps using Next.js 15, NestJS, FastAPI, and Hono with PostgreSQL, Supabase, and Redis. AI systems, including RAG pipelines, multi-agent orchestration with LangGraph, LLM integrations, Whisper STT/TTS, and voice agents. Real-time features via WebSockets, CI/CD pipelines with Docker and GitHub Actions, and multi-tenant architecture with row-level security. Svelte and Vite.

Some of what I have shipped:

A complete multi-tenant pharmacy ERP with 50+ secured REST APIs, RBAC, JWT refresh-token rotation, and an AI voice prescription entry workflow built solo in under 40 days. A multi-agent healthcare assistant handling triage, prescription review, and appointment scheduling via LangGraph with structured LLM output parsing. A real-time messaging platform with WebSocket presence detection deployed as a cross-platform desktop app. A multilingual WhatsApp AI ordering agent with delivery fee logic, abuse prevention, and operating hours enforcement. A structured video course archive platform with Cloudflare R2-backed adaptive streaming, a client-side searchable catalogue, and a built-in multi-channel P&L calculator covering five marketplaces and four countries. Built with Svelte and Vite, deployed on Vercel.

Previous roles:

Worked with remote companies across Canada, Saudi Arabia, and Qatar. Experience collaborating directly with CTOs and CFOs in Agile environments, owning CI/CD infrastructure, and contributing to architectural decisions.

Stack: Next.js, React, TypeScript, FastAPI, NestJS, Hono, LangChain, LangGraph, PostgreSQL, Supabase, MongoDB, Docker, Vercel, AWS

Availability: Open to full-time remote roles and contract work.

Rate: $20/hr and up, depending on scope and engagement type.

reddit.com
u/Humayun2318 — 24 days ago