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Building AI shouldn’t mean managing infrastructure.
Kimchi.dev gives you a single OpenAI-compatible API to run and scale models directly in your own VPC — with full control over data, security, and performance.
No GPU setup. No complex pipelines. No switching between providers.
Just build, deploy, and scale AI — faster.
#AI #MLOps #CloudAI #Startups #Developers #AIInfrastructure
kimchi.dev
Kimchi - Optimize Your LLM Infrastructure
Centralized gateway for managing SaaS and self-hosted AI models. Deploy, route, and optimize with autoscaling and hibernation.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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AI demos are easy.
Production AI is where engineering begins.
Anyone can connect an LLM API and make something that looks impressive in a demo.
But real businesses need systems that survive messy users, bad inputs, edge cases, and scale.
Production AI means:
✅ Grounded retrieval (RAG)
✅ Reliable tool/API execution
✅ Structured outputs
✅ Agent workflows with business logic
✅ Monitoring, evals, and feedback loops
✅ Infrastructure that scales in production
The difference between an AI demo and an AI product?
Architecture.
That’s where most “AI startups” break.
I build AI systems that go beyond prompt wrappers — production-ready LLM agents, RAG pipelines, and full-stack AI products.
If you're building something real, build it like software.
#AIEngineering #LLMAgents #RAG #GenerativeAI #LangChain #LangGraph #OpenAI #ClaudeAI #Python #FastAPI #AWS #VectorDatabase #AIProduct #SaaS #ArtificialIntelligence #Contra #FreelanceDeveloper #AIConsultant
This is amazing
From messy idea to clean launch.
I created this AI video using CapCut for the Contra challenge.
The idea was simple: show what many clients feel before starting a project — messy ideas, unclear workflows, broken screens, and launch stress.
Then show the other side: clean design, solid development, AI workflows, and a product that is actually ready to launch.
As a full-stack and AI developer, this is the kind of work I enjoy most: turning unclear ideas into real digital products.
Web apps. Mobile apps. AI automation. Clean execution.
Built with CapCut AI for the Contra challenge.
#ContraChallenge #CapCut #AIVideo #FullStackDeveloper #AIDeveloper #FreelanceDeveloper #BuildInPublic #AIContent #ProductDevelopment #StartupTech
What if CapCut had launched during the Y2K internet era? 💿✨
I reimagined CapCut as CapCut.exe, an alternate digital universe inspired by chrome aesthetics, retro interfaces, CDs and early internet nostalgia.
Built using CapCut Design Studio... from idea generation and visual exploration to refining the final creative world.
This is so cool!
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