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Ship Faster · No-Code App Fix

Where vibe coding meets production-grade engineering.
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< Rescue >

Built fast.
Broke faster. Let's fix it.

You built something real with Lovable, Replit, Base44, or Bolt.new and it worked - until it didn't. Vibe coding tools are extraordinary for getting to v1, but AI-generated code has a ceiling. Auth breaks. Payments stop firing. The database slows to a crawl. Every prompt you run to fix it makes the codebase a little harder to untangle. Our engineers work in these platforms every week. We know what the exports look like, where the AI-generated logic breaks down, and how to take over a no-code codebase without starting from scratch. We fix what's broken, document what we changed, and hand it back so you can keep building on a foundation that actually holds.
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< BuiltFor >

We've rescued apps across every vertical.

The break patterns are the same. The stakes aren't. We understand both.

SaaS and B2B Tools

Auth failures, multi-tenancy bugs, billing integrations that silently stop working. Your users are paying for a product built with vibe coding tools, and every hour it's broken costs more than the fix.

E-commerce and Marketplaces

Checkout errors, Stripe webhook failures, inventory sync issues. When the buy flow breaks in your Bolt.new or Replit app, you're not just losing a transaction. You're losing the customer.

EdTech and Communities

Content gating that lets the wrong people in, progress tracking that resets, cohort flows that break on enrollment. Broken product means broken learning.

Health and Wellness

Data integrity issues, secure record handling, privacy-sensitive flows that weren't built with edge cases in mind. No room for bugs where user health is involved.

Fintech Adjacent

Stripe, subscriptions, invoicing, payment webhooks. Broken payments in AI-generated apps break trust fast. We fix the integration and make sure it handles edge cases and failure states that the original prompts never accounted for.

PropTech and Booking

Availability calendars that double-book, host and guest permission errors, notification timing that's off by hours. Booking apps live and die by reliability.

Analytics and Dashboards

Slow queries, broken chart rendering, data pipeline failures. When the dashboard shows the wrong number, the wrong decision follows.

Professional Services

Client portals that expose the wrong data, CRM workflows that skip steps, document flows that lose files. Every broken interaction is a client relationship at risk.

< Let's Connect >Broken in prod? Every minute counts.

Tell us what's broken. We'll tell you how to fix it in a free 30-minute session with a senior engineer.

< BreakPoints >

What breaks. Why it breaks. How we fix it.

These are the six most common walls no-code apps hit. We fix them every week.

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< Testimonials >

Voices that matter

Real founders. Real feedback. Real results. Here’s what it feels like when a team becomes your tech family.

Good and fast responsive work for our website, they fix things they see. These guys keep you sharp. That fix things fast. Keeping them work more work. They installed several extensions and fixed loads of issues with our site. When we have a bug or want a change they step in the same day. They respond very fast. You get a case manager that is on top of this team.

Annetol Griskov
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< EdgeFactor >

We're not generalists playing catch-up.

We aren't just developers. We're engineers who've lived inside these vibe coding platforms and know exactly where AI-generated code breaks in production.

We actually use these tools

Our engineers work in Lovable, Bolt.new, Base44, and Replit every week — not just when a client project arrives. We know the AI-generated export structure, the platform-specific quirks, and the production failure patterns before we open your codebase.

We fix it. We don't rewrite it.

Rewriting is the last resort, not the first instinct. We surgically fix what's broken, document what changed, and hand it back so you can keep building. A full rebuild only happens when the architecture genuinely can't be saved and we'll say that upfront.

Same-day starts for critical issues

Once we understand the problem, most emergency engagements start within hours. If you're in a production crisis, say so when you book. We'll find a slot today.

You'll understand what we did

Every fix comes with a plain-English summary: what was broken, what we changed, what to watch for next. The goal isn't just to fix it. It's to leave you less likely to break it again.

14+ years in production software

We've shipped production systems long before vibe coding existed. When your AI-generated app hits the ceiling — auth, payments, databases, deployments — we've solved those problems hundreds of times on real production systems. No learning on your dime.

India-based. Global-standard.

Senior engineers, timezone-flexible, and rates that don't make a seed-stage founder flinch. We work with teams across the US, UK, Europe, and APAC. Quality without the agency markup.

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< Debug Log >

Read before you break it again.

Unfiltered thoughts on tech, trends, tools, and the occasional late-night bug.

Beyond Basic RAG
September 18, 2026
12 min

Beyond Basic RAG: Building a More Reliable Retrieval Pipeline With Hybrid Search

Retrieval-Augmented Generation (RAG) is a practical way to connect large language models to private or domain-specific information. Instead of asking an LLM to answer only from what it learned during training, a Retrieval-Augmented Generation system retrieves relevant information at query time and provides that context to the model before it generates a response. The basic… Beyond Basic RAG: Building a More Reliable Retrieval Pipeline With Hybrid Search
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Hire Shopify Developer
September 17, 2026
13 min

How Much Does It Cost To Hire A Shopify Developer?

If you’re planning to hire a Shopify developer, the honest answer is: it depends, but not in a way that leaves you guessing. Hourly rates for Shopify developers span roughly $15 to $200 or more, and full projects can run anywhere from $500 for a small theme tweak to well over $100,000 for a custom… How Much Does It Cost To Hire A Shopify Developer?
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Running LLMs With Limited GPU Memory
September 15, 2026
12 min

LLM Inference on Limited GPU Memory: What We Learned From Layer-Wise Model Streaming

Deploying large language models is not only a question of choosing the right model. Infrastructure quickly becomes part of the decision. During LLM inference, model weights, activations, and the KV cache all compete for GPU memory. As models, context windows, and application requirements grow, teams can reach a point where the model they want to… LLM Inference on Limited GPU Memory: What We Learned From Layer-Wise Model Streaming
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Frequently Asked Questions

Got questions? We’ve answered the most common queries to help you make an informed decision.

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< Let’s Connect >
Don't let a broken build
slow your momentum.
Ready to hire AI developers who actually know your stack?

✦ Same-day slots open ✦