AI-Powered Prompt-to-Production Platform

AI-Powered
Prompt-to-
Production Platform

Go from natural language prompts to live, SEO-optimized Next.js applications in under four minutes

Go from natural language prompts to live, SEO-optimized Next.js applications in under four minutes

Enterprise Software & Cloud Solutions · USA · 2026 – Present · AI Engineering + Product Development

Enterprise Software & Cloud Solutions · USA · 2026 – Present · AI Engineering + Product Development

Go from concept to code in minutes with AI-powered Next.js generation.

Go from concept to code in minutes with AI-powered Next.js generation.

About the Platform

About the Platform

86%

Reduced Generation Time

75%

Lower Generation Costs

Lower Generation Costs

1-Click

Vercel Deployment

Vercel Deployment

The platform was built to democratize web application development, enabling founders and businesses to generate fully functional, SEO-optimized, and integration-ready Next.js 14 applications using simple natural language prompts, instantly previewed in secure cloud sandboxes

The platform was built to democratize web application development, enabling founders and businesses to generate fully functional, SEO-optimized, and integration-ready Next.js 14 applications using simple natural language prompts, instantly previewed in secure cloud sandboxes

Key Functionalities

Key Features Implemented

Key Features Implemented

01

Autonomous Code Self-Healing & QA

An intelligent background verification layer that automatically detects build warnings and sandbox runtime errors during generation, autonomously prompting the LLM to patch and refine the codebase in real time

An intelligent background verification layer that automatically detects build warnings and sandbox runtime errors during generation, autonomously prompting the LLM to patch and refine the codebase in real time

02

Isolated E2B Cloud Sandboxes

Replaces standard browser-based containers with cloud-hosted E2B sandboxes, providing real-time live previews, differential file updates, and dynamic terminal outputs


Replaces standard browser-based containers with cloud-hosted E2B sandboxes, providing real-time live previews, differential file updates, and dynamic terminal outputs


03

03

Native Monetization & Revenue Engine

A turnkey monetization system powered by Adgentek contextual advertising that enables business users and creators to monetize web traffic —featuring automated ad delivery, real-time revenue analytics


A turnkey monetization system powered by Adgentek contextual advertising that enables business users and creators to monetize web traffic —featuring automated ad delivery, real-time revenue analytics


04

04

Autonomous Tool Calling & Cloud Execution

Native tool-orchestration architecture that enables the AI to dynamically execute system commands, manage modular file structures, query resources, and run automated builds within the cloud sandbox


Native tool-orchestration architecture that enables the AI to dynamically execute system commands, manage modular file structures, query resources, and run automated builds within the cloud sandbox

05

05

Hardened, Auto-Validated SEO & AEO Layer

Guarantees production-ready SEO. Automatically generates robots.txt, sitemaps, semantic HTML, and runs post-deployment Google Lighthouse and JSON-LD schema audits

Guarantees production-ready SEO. Automatically generates robots.txt, sitemaps, semantic HTML, and runs post-deployment Google Lighthouse and JSON-LD schema audits

06

Enterprise Credential Vault & RLS


Protects external API and OAuth credentials using AES-256-GCM client-side encryption and strict Supabase Row-Level Security (RLS) policies for complete multi-tenant isolation


Protects external API and OAuth credentials using AES-256-GCM client-side encryption and strict Supabase Row-Level Security (RLS) policies for complete multi-tenant isolatio

  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform
  • The talent network platform

Key Results

Key Deliverables & Outcomes

Delivered a prompt-to-live pipeline that compiles and deploys complex Next.js applications in under 4 minutes.

- Scaled the backend architecture to support 1,000+ concurrent users with high-performance storage and pre-warmed sandbox pools.

-Optimized LLM operations to reduce per-generation costs by 75% through scaffold-caching and smart model routing (Sonnet + Haiku)

-Established complete Langfuse tracing and observability to monitor LLM performance, response times, and system costs in real time.

Delivered a prompt-to-live pipeline that compiles and deploys complex Next.js applications in under 4 minutes.

- Scaled the backend architecture to support 1,000+ concurrent users with high-performance storage and pre-warmed sandbox pools.

-Optimized LLM operations to reduce per-generation costs by 75% through scaffold-caching and smart model routing (Sonnet + Haiku)..

- Established complete Langfuse tracing and observability to monitor LLM performance, response times, and system costs in real time.

Our Delivery Framework

Our Proven Delivery Approach

Our Proven Delivery Approach

Four steps from discovery to a production-ready platform your team fully owns.

Four steps from discovery to a production-ready platform your team fully owns.

01

Strategic Planning

Audited the initial Proof of Concept (POC) codebase, isolated performance bottlenecks in the parsing engine, and defined a strict 6-week MVP timeline with clear feature boundaries.

Audit deep. Plan sharp. Launch with precision.

02

Technology Selection & Architecture

Selected Remix (Vite) for the platform, Supabase (PostgreSQL & Auth) for data-layer storage, E2B for secure preview sandboxes, Vercel for instant deployments, and Langfuse for LLM observability.

Right stack. Right partners. Built to scale from day one.

03

Development Kickoff

Assembled a specialized engineering pod (frontend, backend, and platform/devops specialists)Next.js 14 (App Router) · Remix (Vite) · E2B Cloud Sandboxes · Supabase (PostgreSQL & Auth) · Anthropic Claude (Sonnet & Haiku) · Vercel AI SDK · Langfuse Observability · Sentry · Stripe · Adgentek

Specialized pods. Parallel streams. Zero wasted time.

04

Continuous
Optimization & Scaling

Replaced browser-based WebContainers with pre-warmed E2B cloud runtimes, engineered an intelligent LLM scaffold-caching pipeline, and implemented native tool-calling with autonomous self-healing, slashing generation times from ~30 minutes down to ~4 minutes. 

Faster pipelines. Smarter architecture. From 30 minutes to 4.

01

Strategic Planning

Audited the initial Proof of Concept (POC) codebase, isolated performance bottlenecks in the parsing engine, and defined a strict 6-week MVP timeline with clear feature boundaries.

Audit deep. Plan sharp. Launch with precision.

02

Technology Selection & Architecture

Selected Remix (Vite) for the platform, Supabase (PostgreSQL & Auth) for data-layer storage, E2B for secure preview sandboxes, Vercel for instant deployments, and Langfuse for LLM observability.

Right stack. Right partners. Built to scale from day one.

03

Development Kickoff

Assembled a specialized engineering pod (frontend, backend, and platform/devops specialists)Next.js 14 (App Router) · Remix (Vite) · E2B Cloud Sandboxes · Supabase (PostgreSQL & Auth) · Anthropic Claude (Sonnet & Haiku) · Vercel AI SDK · Langfuse Observability · Sentry · Stripe · Adgentek

Specialized pods. Parallel streams. Zero wasted time.

04

Continuous Optimization & Scaling

Replaced browser-based WebContainers with pre-warmed E2B cloud runtimes, engineered an intelligent LLM scaffold-caching pipeline, and implemented native tool-calling with autonomous self-healing, slashing generation times from ~30 minutes down to ~4 minutes. 

Faster pipelines. Smarter architecture. From 30 minutes to 4.

Your Vision Deserves Enterprise-Grade Execution
Your Vision Deserves Enterprise-Grade Execution

Senior-led teams, scalable architecture, and strategic delivery — building digital products designed for long-term growth, performance, and ownership.

Senior-led teams, scalable architecture, and strategic delivery — building digital products designed for long-term growth, performance, and ownership.

sublime.

databricks bronze tier partner

DATABRICKS Bronze tier PARTNER

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Databricks implementation and Data engineering Specialists. Helping Growth-Stage and Mid-Market Companies build production-ready Data platforms

© 2026 Sublime Data All rights reserved.

Data Services

AI & Product Services

Partners

Company

sublime.

databricks bronze tier partner

DATABRICKS Bronze tier PARTNER

Sublime LinkedIn
Sublime Facebook
Sublime Instagram
Sublime youtube

Databricks implementation and Data engineering Specialists. Helping Growth-Stage and Mid-Market Companies build production-ready Data platforms

© 2026 Sublime Data All rights reserved.

Data Services

AI & Product Services

Partners

Company

sublime.

Databricks implementation and Data engineering Specialists. Helping Growth-Stage and Mid-Market Companies build production-ready Data platforms

databricks bronze tier partner

DATABRICKS Bronze tier PARTNER

Sublime LinkedIn
Sublime Facebook
Sublime Instagram
Sublime youtube

© 2026 Sublime Data All rights reserved.

Data Services

AI & Product Services

Partners

Company