W Webytex LLC · EST. MMXX Private Inquiry
§ 00 / Index Delaware  ·  Montevideo MMXXVI · By Appointment

Applied intelligence. Senior work. Selective engagements.

Webytex is a Delaware-based practice for applied intelligence. We design and ship production-grade LLM systems, multi-agent architectures, and retrieval-augmented pipelines — for a limited number of growth-stage institutions each year.

Est. MMXX Vol. II · MMXXVI 39°N 75°W · 34°S 56°W
Disciplines
0%
Infrastructure expenditure reduced under our counsel
AWS EKS · KARPENTER · SPOT
0+
Retail locations served under managed engagement
ENTERPRISE RETAIL · MMXXV
0K
Active users on production systems delivered
OPENAI · TOOL CALLING · SSE
0
Parallel integration routes orchestrated
GO · PYTHON · AGENT POOL

Cloud modernization
for Latin America's
largest independent
retailer.

Where complex commerce meets modern cloud — our engagements begin at the intersection of scale, speed, and stakes.

Fig. I · Plate II
The Client

One of Latin America's most enduring independent supermarket chains, operating more than two hundred retail locations across thirteen provinces. The organization's omnichannel platform serves millions of monthly users across grocery and electronics verticals, with significant traffic concentrations during national commerce events.

The Context

The ecommerce platform operated on twenty-one EC2 instances with manual scaling procedures. Infrastructure expenditure had grown untenable, peak events required all-hands operational rituals, and the deployment pipeline had become a quarterly source of institutional risk. Leadership sought comprehensive counsel on modernization strategy and execution.

The engagement transformed twenty-one hand-provisioned instances into a single auto-scaling cluster with intelligent node provisioning — ninety percent spot ratio, fully automated for peak-load events, zero manual intervention required.

— Engagement Summary, MMXXV
Methodology
  • I Infrastructure-as-Code from first principles, fully reproducible
  • II Karpenter deployment for intelligent node provisioning
  • III Ninety-percent Spot instance utilization on stateless workloads
  • IV On-demand allocation for stateful services
  • V GitOps workflows integrated with existing CI/CD
  • VI Zero-downtime cutover via traffic-shifting DNS strategy
Technical Stack
AWS EKS Terraform Karpenter Spot Instances Docker PHP 8 MariaDB Redis Python Helm GitHub Actions Route 53
Measured Outcomes
−60%
Monthly infrastructure expenditure reduction, verified across subsequent billing cycles.
0
Manual scaling interventions required during peak-load commerce events.
21 → 1
Instances consolidated into a single managed cluster with automatic provisioning.

Selected clientele protected under confidentiality. Additional reference engagements — including in applied intelligence, data infrastructure, and legacy transformation — available upon private inquiry.

Three disciplines.
Principal-led.
Selectively offered.

I / Infrastructure

Cloud Modernization

We counsel and execute migrations to cloud-native architectures with the precision of an enterprise firm. Our engagements encompass platform design, infrastructure-as-code implementation, and the cost-optimization strategies that deliver verifiable reductions in total cost of ownership.

AWS · EKS · TERRAFORM · KARPENTER · HELM · GITHUB ACTIONS
Engagements commence at USD 75,000
II / Applied Intelligence

Applied Intelligence

We design and deploy production-grade language model systems: multi-agent orchestration, retrieval-augmented generation, computer vision pipelines, and large-language-model integrations with tool calling. Every system delivered is observable, monitored, and engineered to perform reliably under production load.

OPENAI · PYTHON · LANGCHAIN · PINECONE · FASTAPI · SSE
Engagements commence at USD 60,000
III / Continuous Advisory

Continuous Engineering Counsel

For institutions requiring sustained access to principal-level engineering judgement, we provide continuous advisory retainers. A small team of senior practitioners integrated with your product, your tooling, and your delivery cadence — with transparent communication and knowledge transfer built into every cycle.

PYTHON · GO · PHP · REACT · POSTGRES · REDIS · AWS
Monthly retainer from USD 25,000per calendar month

Built with care.
Deployed with rigor.

Languages
Python Python
PHP PHP
Go Go
TypeScript TypeScript
JavaScript JavaScript
AI & Intelligence
OpenAI OpenAI
Hugging Face Hugging Face
LangChain LangChain
Anthropic Anthropic
PyTorch PyTorch
Frameworks
Django Django
FastAPI FastAPI
Laravel Laravel
React React
Node.js Node.js
Next.js Next.js
Data
PostgreSQL PostgreSQL
MySQL MySQL
MariaDB MariaDB
MongoDB MongoDB
Redis Redis
Elasticsearch Elasticsearch
Cloud & Infrastructure
AWS AWS
Kubernetes Kubernetes
Docker Docker
Terraform Terraform
Helm Helm
Nginx Nginx
Tools
Git Git
GitHub GitHub
GitHub Actions GitHub Actions
Linux Linux

A deliberate,
disciplined
approach.

  1. I / Introduction

    A private conversation.

    A thirty-minute introduction with a founding principal. We assess your technical context, objectives, and constraints — and determine together whether Webytex is the appropriate practice for your engagement.

  2. II / Engagement Brief

    A written proposal.

    A concise engagement brief within one business week: scope, team composition, technical approach, timeline, and fee arrangement. No lengthy decks — if we cannot articulate the engagement in two pages, we have not yet understood it.

  3. III / Commencement

    Integrated delivery.

    Our team joins your collaboration tools, source control, and planning cadence within one business week of commencement. No prolonged onboarding, no discovery extensions — delivery begins immediately.

  4. IV / Execution

    Weekly cadence.

    Transparent weekly progress reviews, production-grade deliverables, and comprehensive documentation. At engagement close, your organization retains full ownership of the codebase, architectural decisions, and institutional knowledge.

A practice led by
its principal
engineers.

Plate III · The workstation
On Method Every engagement is approached as a private commission — composed with the precision of work meant to operate in production for years to come.
MP
M. Poli
FOUNDING PRINCIPAL

Webytex was established on a simple premise: institutions undertaking consequential engineering work deserve to be served by practitioners, not intermediaries.

Our practice is led by principal-level engineers with direct operational experience at scale. We accept engagements only where we are confident we can deliver work that our team is prepared to stand behind for years to come — which is why we limit intake to a small number of mandates each calendar year.

If your institution is undertaking a meaningful transformation and requires engineering counsel that operates at the intersection of technical depth and commercial pragmatism, we would welcome a private conversation.

Begin a
private
inquiry.

A thirty-minute introduction with a founding principal, by appointment. We will review your technical context, objectives, and constraints — and determine together whether Webytex is the appropriate practice for your engagement.

Request an introduction
Private Correspondence
Registered Office
Delaware, United States
Engineering Operations
Montevideo, Uruguay
Current Intake
By appointment · MMXXVI