Agentic Tools Architect

We are looking for a talented, experienced, and highly hands-on Agentic Tools Architect to design and modernize business-critical operational platforms and transform them into AI-native, agent-operable systems.

This role combines deep expertise in business systems and operational processes with hands-on engineering, architecture, and agentic AI implementation. The ideal candidate has strong Ruby on Rails experience, understands platforms such as Odoo, Redmine, and GitHub, and has practical experience building AI-agent workflows, integrations, APIs, and automation in production environments.

What You'll Do

• Own the architecture and feature roadmap for operational platforms, from business-process discovery through design, planning, and implementation.

• Design cross-system workflows and integrations that connect business operations, delivery, support, finance, and engineering processes into a coherent operational platform.

• Design secure, agent-operable interfaces using APIs, MCP servers, webhooks, and automation that allow AI agents to safely read, create, route, and resolve operational work.

• Lead the modernization of legacy business systems, including version upgrades, replacement of manual workflows, and migration away from fragile customizations.

• Architect and develop Redmine plugins and Rails-based extensions, Odoo modules, and GitHub Apps/Actions.

• Build upgrade-safe customizations using clean interfaces, contract-first APIs, testing, and well-defined migration strategies.

• Establish standards for access control, data integrity, observability, testing, and human-in-the-loop controls for AI agents operating in business-critical systems.

• Review architectural and implementation changes, including AI-generated code and agent-authored configurations.

What We're Looking For

• 10+ years of experience in software engineering, business-systems architecture, platform engineering, or a related field.

• Expert-level Ruby on Rails experience, ideally including production development or maintenance of Redmine plugins or comparable Rails-based extensions.

• Strong understanding of business processes across operations, delivery, support, finance, and engineering.

• Practical experience with agentic AI development, including MCP, LLM tooling, AI-assisted automation, or agent-orchestrated workflows in production.

• Strong experience designing and building plugins, modules, integrations, and extensions that remain maintainable and upgrade-safe across product versions.

• Strong API and integration design skills, with an understanding of how human workflows, AI agents, and underlying business systems should interact.

• Strong focus on clean, tested, production-grade engineering and reliable systems.

• Experience working with operational platforms such as Odoo, Redmine, GitHub, ERP, ITSM, DevOps, or comparable business-critical systems.

Nice to Have

• Python and Odoo module development experience.

• Strong PostgreSQL knowledge.

• Experience modernizing or migrating legacy systems across major product versions.

• Experience in SaaS, scale-up, or PE-backed environments.

• Experience working with remote and globally distributed teams.

• Comfortable operating in high-ownership, ambiguous environments where you are expected to design solutions rather than simply implement predefined requirements.

This is a hands-on architecture and engineering role for someone who can bridge business operations, enterprise tooling, software engineering, and agentic AI to build the infrastructure required for AI-driven operations at scale.