STEa

STEa, developed by Arcturus Digital Consulting, is an innovative AI-powered closed-loop product system meticulously crafted to synchronize every stage of the product lifecycle. From initial discovery and strategic planning to agile delivery, rigorous testing, and comprehensive product intelligence, STEa ensures perfect alignment and full traceability. It addresses the common challenges of context switching and information silos by providing four interconnected tools: Harls for discovery and planning, Filo for board and delivery management, Hans for testing and validation, and Ruby for living product intelligence and documentation.

How to use STEa

Users begin their workflow in Harls, capturing problem framing, Jobs-to-be-Done (JTBD), workshop notes, and key decisions. Harls, integrated with MCP + LLM, can transform discovery briefs into structured backlogs with AI-powered generation, populating Epics, Features, and detailed Cards directly into Filo. In Filo, teams manage their delivery, reviewing, editing, prioritizing, and assigning work with complete user stories, acceptance criteria, and user flows. For testing, a single click "Send to Hans" converts acceptance criteria into structured test cases, which can be run on mobile devices with quick evidence capture. If tests fail, Hans automatically creates bug cards in Filo, closing the feedback loop. Finally, Ruby acts as the product intelligence backbone, capturing context from Harls, Filo, and Hans to generate living documentation, PRDs, build specs, and release notes with AI, ensuring every idea and specification is remembered and connected.

Core Features of STEa

• AI-Powered Generation: Create complete backlogs, epics, features, and detailed cards from a single prompt via MCP + LLM integration.
• Automatic Linking: Ensures every test case links to its source card, and every bug links back to the failing test for full traceability.
• One-Click Testing: Convert acceptance criteria into structured test cases in Hans with a single click from Filo.
• Auto Bug Creation: Automatically generate bug cards in Filo with reproduction steps and evidence when tests fail in Hans.
• Complete Dashboard: Track delivery status, test coverage, pass rates, and cycle time across the entire product system.
• Source of Truth: Maintain a single, traceable source for every epic, feature, card, test, bug, and fix without manual copy/paste.
• Mobile-Friendly Testing: Hans works seamlessly on mobile devices for on-the-go testing and quick evidence capture.
• Retest Workflows: Automatically mark linked test cases for retest when bugs are fixed to verify resolutions.
• AI Documentation: Generate PRDs, build specs, and release notes from Harls/Filo context with a single AI prompt.
• Reviewer Mode: AI-assisted compliance checks for accessibility, GDPR, design parity, and test coverage before launch.
• Knowledge Graph: Visualize relationships across discovery, delivery, testing, and release, connecting epics to code and tests.
• Release Automation: Automatically pull commits, PRs, and Hans test outcomes into clean changelogs when tests pass.

Use Cases for STEa

STEa is ideal for product teams and organizations looking to enhance their product development lifecycle. It's particularly useful for companies aiming to accelerate their shipping cadence while maintaining high quality and compliance. Specific use cases include streamlining agile development processes, ensuring comprehensive test coverage for complex applications, automating the creation of detailed product documentation, and improving cross-functional team collaboration by providing a single source of truth for all product-related information. It also serves as a powerful tool for product managers to refine strategy, quantify opportunities, and align delivery with measurable outcomes, reducing wasted effort and surfacing opportunities faster.

Advantages of STEa

The primary advantage of STEa lies in its closed-loop system, which eliminates context switching and maintains full traceability across the entire product lifecycle. Its AI-powered capabilities significantly reduce manual effort in backlog creation and documentation, accelerating time-to-market. The integrated testing and bug tracking ensure higher quality releases and faster resolution of issues. By providing a complete dashboard and a knowledge graph, STEa offers unparalleled visibility into product development, enabling data-driven decision-making. The focus on privacy-first principles and AI-assisted compliance checks further ensures that products meet regulatory standards and user expectations. Ultimately, STEa helps organizations deliver valuable outcomes more efficiently and effectively.