Orchestration of Claude, GPT-4, Gemini, and Llama agents running in parallel. Custom LLM pipelines with tool use, memory, and context management — built for production workloads, not demos.
n8n, Make.com, and GoHighLevel workflows that eliminate manual ops. CRM automation, webhook pipelines, and API integrations that run 24/7 without you touching them.
WordPress, AWS, DNS, and Next.js / React full-stack apps. From technical SEO and landing pages to managed multi-site deployments that stay fast, secure, and online.
We map your operations and identify the highest-leverage automation points — no generic playbook, just what actually moves your business forward.
System design, model selection, tool stack, and integration plan. Every decision is explained before a single line of code is written.
Agents coded, tested, and deployed into your stack. Handover includes documentation and a walkthrough so your team can run it independently.
Monitoring, iteration, and expansion as your needs grow. Systems should improve over time — I stay involved to make sure they do.
The Problem
Recruiters spend hours manually reviewing portfolios. Candidates get no feedback. The process is slow, inconsistent, and impossible to scale.
The System
A multi-agent pipeline where UI, UX, and PM specialist agents evaluate portfolios in parallel, each applying role-specific scoring criteria. Results in seconds, not hours. Two-sided product — recruiters post roles, candidates get scored feedback.
Architecture
Stack
I'm Yakov (Kobi) Sapir — 16 years in operational leadership, building and managing teams across technology and operations. Three years ago I went deep into AI engineering: production multi-agent systems, cloud infrastructure, full-stack development, and every AI tool worth knowing.
That combination matters. I don't just understand what the tech can do — I understand what a business actually needs. That means fewer wasted sprints, smarter scope decisions, and systems that hold up in production. Past work includes managing 10+ WordPress sites and a full AWS stack for US clients, leading a 5-person technical team, and selling premium AI programs at 15–25% close rates.
Drop me a message or reach out directly — I typically respond within a few hours.