Work
Case studies from real engineering engagements — enterprise platforms, system modernization, and AI integration.
AutoSentry — From Error to Reviewable Fix
A documented Sentry-to-GitLab repair workflow: deterministic triage, a sandboxed coding agent and RED/GREEN checks before a draft merge request and human review.
DonMerge — Making AI Code Review Operational
From a webhook reviewer to durable review execution: finding identity, quality gates, queued delivery and separate recovery policies for models and infrastructure.
mantto.app Mantto — Evidence, AI and Property Operations
Connecting inspection evidence, AI-assisted analysis, finding review and maintenance: organisation-aware permissions, shared AI routing and background report generation.
malta-cleaners.com MaltaCleaners — From Booking Website to AI-Assisted Operations
A booking platform grew into service operations with a WhatsApp Concierge. The engineering work: human takeover, price grounding, stale-result checks and isolated evaluation.
Working with Agents — Context, Tools and Continuity
An engineering practice built around repository context, a maintained skills library and Pi runtime extensions — separating original work, adaptations and third-party tools.
Cerebro — Enterprise RAG Knowledge Platform
An enterprise knowledge platform using retrieval-augmented generation to give teams instant answers from company documentation, repositories, and internal knowledge sources. Currently in implementation phase.
miproteina.com Miproteina — E-Commerce Nutrition Platform
A specialized e-commerce platform for sports nutrition supplements, built with Laravel — featuring product catalog, order management, customer accounts, and integrated logistics for the Central American market.
Backlog Management Workflow
An integrated workflow system that helps engineering teams manage backlog hygiene — enriching ticket descriptions, identifying dependencies, suggesting acceptance criteria, and preparing technical notes — with AI-powered analysis built into the existing project management pipeline.
Contapp — Financial Operations Platform
A financial management and accounting platform built for small and medium enterprises — handling invoicing, expense tracking, tax compliance, and financial reporting with workflows tailored to the Latin American market.
CLI Task Runner
A lightweight task runner for automating development workflows, written in TypeScript.
Enterprise Laravel Platform Modernization
Incremental modernization of a 6-year-old enterprise Laravel platform — adding API layers, improving test coverage, introducing observability, and integrating AI-powered documentation — without disrupting active development.
Portfolio Website
A bilingual personal portfolio built with Astro, Tailwind, and deployed on Cloudflare Pages.
Engineering Operations Overhaul
A comprehensive engineering operations engagement — optimizing CI/CD pipelines, setting up observability infrastructure, automating documentation workflows, and establishing AI-assisted development practices for a growing enterprise team.
Some work is anonymized due to client confidentiality.