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minibota/README.md

Pavel Stephan Muñoz

Tech Architect · Founder · Hands-on Engineer
I design and build systems that deal with complex rules, data validation, and automation, with a strong focus on clarity, performance, and long-term maintainability.

I usually work end-to-end: from problem framing and architecture to implementation and iteration in production. I’m especially comfortable in early-stage, high-ownership environments and in technical consulting contexts where decisions matter.


What I work on

I tend to focus on a small number of systems at a time, each exploring a different architectural concern.

RuleGenius (Founder)

Domain: rule engines, validation, data governance
Focus: turning complex, evolving rules into explicit, testable systems

RuleGenius is my main product initiative. It explores how to model, evaluate, and evolve rule-based logic without hard-coding it into application code.

Key ideas:

  • Rule abstraction vs. hard-coded logic
  • Human-readable DSLs for validation
  • Versioning and auditability of rules
  • Performance at scale

This project strongly informs my thinking around long-lived systems and governance-heavy domains.


Form-Talk

Domain: conversational systems, workflows
Focus: interaction as a first-class architectural concern

Form-Talk explores how structured data collection can be modeled as a conversation rather than a static form.
Architecturally, it leans into event-driven flows and explicit state transitions.

Key ideas:

  • Conversation-driven workflows
  • Decoupling interaction from data models
  • Progressive validation

CronCommander

Domain: scheduling, automation, orchestration
Focus: reliable time-based execution

CronCommander is an exploration of control planes for scheduled work: what runs, when, why, and under which guarantees.

Key ideas:

  • Idempotent scheduled jobs
  • Observability of time-based processes
  • Explicit ownership of automation

Selected Client Work (Private Systems)

Sustainability Information System (SIS)

Context: long-lived production system for an international sustainability organization
Status: active, multi-year, real-world usage

I led the design and implementation of a large-scale Sustainability Information System operating under real-world constraints: evolving standards, multiple stakeholders, and high data quality requirements.

Architectural challenges addressed:

  • Data validation and quality enforcement
  • Evolving schemas and backward compatibility
  • Rule-driven assessments
  • Auditability and governance
  • Balancing flexibility with performance

While the codebase is private, this system represents some of my most demanding and instructive architectural work.


How I like to work

  • High ownership, low ceremony
  • Clear boundaries and explicit trade-offs
  • Systems that are understandable years later
  • Fewer abstractions, but better ones

I work best with teams that value thinking before scaling and simplicity over cleverness.

I’m very comfortable working close to the system:

  • Linux servers via SSH, without a graphical interface
  • Long-lived processes, logs, and production debugging
  • Google Cloud Platform, especially:
    • Cloud Run
    • Compute Engine (VMs)
    • Cloud Storage
    • Cloud SQL
    • Secret Manager

I prefer environments where infrastructure and application concerns are visible and understandable, rather than abstracted away by heavy platforms.


Open to

  • Early-stage or product-driven startups
  • Founding / Staff / Principal engineering roles
  • Technical consulting and architecture-heavy engagements

I’m less excited by bureaucracy-heavy environments, but open to the right problems and people.


📍 Madrid, Spain
🌐 https://www.minibota.com

Pinned Loading

  1. rulegenius-labs/rulespec rulegenius-labs/rulespec Public

    Open specification for RuleSpec — a human-readable DSL for data validation and governance. Includes grammar, documentation, examples, parsers, and reference tests.

    1

  2. croncommander/cc-agent croncommander/cc-agent Public

    CronCommander Agent – lightweight daemon for cron observability

    Go 1

  3. croncommander/cc-spec croncommander/cc-spec Public

    Public specifications and interface contracts for the CronCommander project.

  4. xlsform-export-humanizer xlsform-export-humanizer Public

    Convert XLSForm-based survey exports into human-readable spreadsheets with descriptive labels instead of internal question IDs.

    Python 1