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HR & Hiring

Recruitment & Hiring Platform Development

AI turns resumes into profiles recruiters can actually work with, and the same platform schedules interviews and bills without surprises. We rebuilt OpenInterview.me from a fragile prototype into a production platform with LangChain, OpenAI and an idempotent Stripe flow.

Book a 30-min call Recruitment Platform cost

Live walkthrough

One hr & hiring workflow, end to end.

LIVECandidate #1207

Resume uploadCandidate uploads a resume

1/6 steps

Simulated run showing how data moves through a system like the one we build for hr & hiring.

Sound familiar?

  • Prototype can't go liveIt works in a demo but breaks with real users and real payments.
  • Manual screeningRecruiters read every resume by hand.
  • Scheduling ping-pongSettling on an interview time takes a long thread of emails.
  • Billing you can't trustA failed or doubled charge is a quick way to lose a customer.

What we build

  • Candidate onboardingSocial login, resume upload and profile builder.
  • AI resume parsingLLM extraction into structured, searchable profiles.
  • Recruiter dashboardSearch, shortlists, notes and pipelines.
  • Interview schedulingCalendar invites (ICS) and reminders.
  • Payments & plansStripe subscriptions with an idempotent charge flow.
  • MediaVideo and file storage with Cloudinary.

Where AI helps

  • LLM resume parsing into structured, shareable profiles
  • Matching candidates to jobs, with short summaries for recruiters
  • AI assistant that answers candidate questions 24/7

Built and running

Laptop showing the OpenInterview.me landing page with video profiles and link sharing

OpenInterview.me: Hiring Platform

Rescued from prototype to productionRead case study

Stories and guides

The vibe coding doom loop: why your app breaks every time you fix it

· 12 min read

The Vibe Coding Doom Loop: Why Your Lovable or Replit App Breaks Every Time You Fix It

Fix one bug in your Lovable or Replit app and ten more appear? Why the vibe coding doom loop happens, the prompts that prevent it, and when to call an engineer.

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Laptop showing the OpenInterview.me landing page, a prototype we rebuilt into a production platform

· 8 min read

Vibe-Coded App Rescue: Taking a Lovable, Bolt or Replit Prototype to Production

Built your app with Lovable, Bolt, Replit or Cursor? What breaks with real users, a 10-minute self-check, and how to choose between fixing and rebuilding.

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Turner 10 real estate software, built in Bahawalpur, showing a customer's plot file at a glance

· 6 min read

Software House in Bahawalpur: How to Choose One (2026 Guide)

Looking for a software house in Bahawalpur? What local teams build, eight questions to ask before you hire one, red flags, and what we've built from Bahawalpur.

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OpenInterview.me candidate landing page, where a resume becomes a shareable profile

· 6 min read

MVP Development Cost in 2026: What a First Version Really Costs

What an MVP costs in 2026: real ranges for SaaS, mobile, marketplace and store MVPs, what to cut from version one, and the foundations you should never skip.

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Turner 10 workspace with modules grouped into sales, money, land, oversight and administration, one workspace per project

· 8 min read

Multi-Tenant SaaS Architecture: 7 Decisions That Are Expensive to Change Later

How to build a multi-tenant SaaS: shared tables or schema per tenant, row-level security, tenant-aware jobs and billing, from a codebase serving 17 projects.

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OpenInterview.me, a hiring platform with a LangChain and OpenAI assistant that turns resumes into shareable profiles

· 6 min read

AI Agent Development Cost in 2026: Build Cost, Running Cost and What Moves Both

What an AI agent costs to build and run in 2026: real ranges, what drives the price, how to estimate token costs, and when adding AI to your system is cheaper.

Read article

Common questions

Can you take over our existing prototype?

Yes. OpenInterview.me came to us as an unstable prototype; we rebuilt it into a production platform that safely takes payments.

Which AI models do you use?

We use OpenAI, Claude and Gemini through LangChain where it fits, and choose per task on quality, cost and data policy.

How do you prevent double charges?

Payments use an idempotent Stripe flow, so a retried request never charges a customer twice.

Free 30-minute call

Talk to the founder and leave with a plan.

There's no sales script. Before we talk, our AI agents map out your scope and pull up similar projects we've done, so the 30 minutes go on real answers about approach, timeline and a budget range.

LIVECall #207

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  • 30 minutes on Google Meet, Zoom or WhatsApp
  • We'll tell you honestly if we're not the right fit
  • A free written plan once we've talked
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  • You own the code and IP
  • Code in your repository
  • Pay per milestone