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NowBuilding Haiku.ac, an AI-native learning platform

BUILDING USEFUL SYSTEMSFROM THE EDGE OF AI.

Designing AI experiences that amplify human capabilities.

I design the interface, build the system, and lead the team that ships it.

Selected work

AI-native learning platform · Founder · 2025–present

Haiku

Making knowledge something you can work with.

Contextual tutoring, knowledge retrieval, and personalized study, in production. I lead a five-person team from product strategy and interface design through engineering and operations.

Active users
~1.1K
Sessions
3K+
AI tokens processed
33.7M
Visit haiku.ac

Open source · AI-first QA · 2025–present

Terrific

Debugging grounded in evidence.

Records what happened in the browser (actions, network, console, DOM changes) and turns the session into structured evidence that engineers and coding agents can inspect, reproduce, and debug.

Source on GitHub

Agent orchestration · 2026–present

Anygent MCP

One request, many coding agents.

Delegates engineering work across different coding agents through MCP, with controlled workflows and sessions that can be resumed.

Private. Request a demo

Research

Can a compact, traceable representation help AI navigate extensive sources?

Descriptor RAG · CONESCAPAN XLIII, 2026

A Structured and Traceable Descriptor to Guide the Exploration of Extensive Sources in RAG Systems

Compact descriptors, relationships between topics, and traceable evidence selection, so a system can find the right passage without losing its connection to the original source.

The question came from building Haiku. The paper turns it into an implementation you can inspect.

Try the interactive demo

Lab

Small tools that run in your browser. Your files stay on your device.

Codex Subagent Orchestration

A reusable skill for coordinating specialized coding agents with explicit ownership, bounded scopes, and acceptance criteria.

Source on GitHub

Services

What I can help you build.

From the first product decision to the systems that keep it running, with the perspective of a founder who operates an AI product in production.

Tell me about your project
Product strategy & experienceTurn an idea or business need into a product people can use.

Product discovery, roadmaps, UX/UI, interaction flows, onboarding, and technical specifications with clear acceptance criteria.

AI systems & automationPut AI to work inside your product and day-to-day operations.

Contextual assistants, retrieval and RAG, semantic search, multi-agent systems, MCP integrations, and workflow automation. Model and provider choices informed by quality and cost.

Software & architectureBuild the application and the systems that support it.

Frontend and backend engineering, APIs, service boundaries, data modeling, and system design. Hands-on delivery with React, TypeScript, Python, Node.js, and SQL.

Infrastructure & efficiencyKeep production observable, reliable, and cost-aware.

Serverless and cloud architecture, Cloudflare Workers, PostgreSQL, Linux, and Nginx. Production operations, performance, telemetry, infrastructure costs, and vendor evaluation.

Quality & engineering workflowsMake changes easier to verify and safer to release.

Automated testing with Playwright and Vitest, evidence-based debugging, code review, release validation, authentication, and access control. Coding-agent environments with deterministic checks and human review.

Technical leadershipConnect product intent with an engineering team that can deliver.

Technical planning, work allocation, architecture decisions, stakeholder alignment, and engineering standards. Workshops and mentoring on AI-assisted development, harness engineering, and agent orchestration.

About

Rodrigo Garciaguirre

Founder, AI engineer, and researcher in San Salvador, El Salvador. At Haiku I connect product decisions with hands-on engineering and own the path from an idea to a running system.

Spanish
Native
English
Professional working proficiency

Talk · May 31, 2026

Harness Engineering: Building an Environment Where Agents Actually Work

45 minutes at the Codex Community Meetup, NubiWork, La Libertad. Coding agents, MCP, orchestration, deterministic validation, and human review.

Community

  • NASA Space Apps San Salvador

    Hackathon co-lead · November 14–15, 2026

  • AI Labs El Salvador

    Campus leader

  • IEEE Computer Society

    Webmaster · University of El Salvador

Education · 2022–2027 (expected)

Computer Systems Engineering

University of El Salvador. Software engineering, databases, systems architecture, and infrastructure.

Bilingual Technical Assistant at Centro Cultural Salvadoreño Americano, 2021. TOEFL ITP, ETS, November 2021.

Contact

Let's build
something useful.

Thoughtful projects, technical challenges, and conversations about AI.

rodrigogarciaguirre@gmail.com