I build software, lead development teams, and run disciplined, agent-assisted workflows where the human leads and AI executes under verification.
📍 Barranquilla, Colombia · 🎓 Systems Engineer · MBA in progress
| 🧩 Build | 🤝 Lead | 🤖 Engineer with AI |
|---|---|---|
| Web applications, backend systems, and data-driven solutions. | Development coordination, teamwork, and reviewable delivery. | Structured agent workflows with specs, tests, review, and memory. |
My day-to-day AI-assisted development follows the methodologies of the Gentleman Programming ecosystem, mainly through Gentle Shell on Pi.
| Practice | What it means in my workflow |
|---|---|
| ODD · Organic Driven Development | Explore read-only first, keep small changes lightweight, and keep substantial work recoverable. |
| SDD · Spec-Driven Development | A methodology I apply to larger changes: explore → propose → spec → design → tasks → apply → verify → archive, with OpenSpec-style artifacts. |
| Strict TDD | When enabled: RED → GREEN → REFACTOR, with observable test evidence. |
| RDD · Receipt-Driven Development | Risk-scoped review of a frozen candidate; delivery remains a human decision. |
| Adversarial review | Independent review lenses (risk, readability, reliability, resilience) and blind dual review for high-stakes changes. |
| Reviewable delivery | Work-unit commits, chained PRs, and issue-first pull requests that keep reviewer load small. |
Concepts and integrations I use: subagent orchestration with bounded roles · reusable agent skills · persistent memory with Engram · MCP · Context7 · CodeGraph · model routing by task.
| Area | Tools and technologies |
|---|---|
| Frontend | Angular · TypeScript · JavaScript · Next.js |
| Backend | Node.js · NestJS · Laravel · PHP · .NET · C# |
| Data | PostgreSQL · SQL Server |
| AI agents | Gentle Shell · Pi · Claude Code · OpenAI Codex · Gemini CLI · OpenCode · GitHub Copilot |
| AI platforms | OpenAI API · Anthropic API · Ollama · local LLMs · Docker |
I coordinate software development at Soft-G.Net and am a co-founder and development coordinator at HHSoftware Soluciones Tecnológicas y Educativas. My earlier work in higher education included academic platforms, web systems, and operational software.
AI is a tool, not a shortcut: solid foundations, clear specs, real tests, and honest review come first.
Have a project or an idea to discuss?
Working with the Gentleman Programming ecosystem.