Pure GenAI History
How the TOMATo app evolved since February with Pure GenAI
This timeline captures how the TOMATo app evolved from first production increments in February to today, including methodological progress in tool selection, skills, harnesses, help system, developer documentation, and test coverage.
Product and method timeline (newest first)
Dashboarding extended with source-aware filtering and precise per-item selection
- Tile configuration now adapts selectors to active data sources and applies only relevant filters to metric computation.
Instance views established as an operational core
- The instance editor is now used daily and links model maintenance, relations, and visualization in one workflow.
Public website positioned as a product-focused one-pager
- The website was reshaped into a professional one-pager with clear product blocks and stronger value messaging.
Developer documentation established as a major workstream
- Developer docs were structured, visually unified, and adopted as a reliable reference for engineering decisions.
Specialized skills introduced into the delivery workflow
- Skills were introduced for recurring tasks to increase quality, delivery speed, and repeatability.
Test harnesses established for critical themes
- Harnesses were established for visualization, relation logic, deployments, and permission edge cases.
Tooling selected through explicit decision criteria
- Tool decisions were prioritized by measurable impact on product quality, automation, and operational reliability.
Model relation and state visibility improved
- Visualization became easier to read so domain relations and state transitions can be assessed faster.
Deployment transparency hardened for operations
- Deployment lists and views provide a more reliable overview of running components and flagged problem cases.
Test coverage raised as a quality metric
- Coverage across core modules was raised substantially and adopted as an explicit quality indicator.
Admin tool sharpened for operational steering and quality control
- Governance, control, and intervention flows were consolidated to make admin operations faster and more consistent.
Visualization sharpened further for daily work
- Visualization layout, readability, and interaction were refined again to accelerate business and operations work.
Admin tool expanded into its own product area
- The admin tool became a central workspace for governance, quality checks, and operational interventions.
Help system evolved into a consistent guidance layer
- Help content evolved from isolated hints into consistent, role-oriented guidance for users and admins.
Permission model with users and groups introduced
- Permissions were implemented with user- and group-based controls to keep visibility and access decisions consistent.
Messaging system integrated into the platform
- A messaging system was integrated to provide structured communication and notification within the product context.
Footer component introduced as reusable base element
- The footer component was introduced centrally to provide consistent navigation and context information across pages.
Visualization expanded for relations and filtering
- Filtering, highlighting, and relation views were expanded so complex dependencies can be understood faster.
System, delete, and ownership rules stabilized
- Critical domain rules were unified so deletion paths, ownership behavior, and references stay consistent.
Started TOMATo app delivery with Pure GenAI
- Delivery started with a clear product target, iterative feedback loops, and early template-first guardrails.
Dashboarding extended with source-aware filtering and precise per-item selection
- Tile configuration now adapts selectors to active data sources and applies only relevant filters to metric computation.
Admin tool sharpened for operational steering and quality control
- Governance, control, and intervention flows were consolidated to make admin operations faster and more consistent.
Instance views established as an operational core
- The instance editor is now used daily and links model maintenance, relations, and visualization in one workflow.
Visualization sharpened further for daily work
- Visualization layout, readability, and interaction were refined again to accelerate business and operations work.
Public website positioned as a product-focused one-pager
- The website was reshaped into a professional one-pager with clear product blocks and stronger value messaging.
Admin tool expanded into its own product area
- The admin tool became a central workspace for governance, quality checks, and operational interventions.
Developer documentation established as a major workstream
- Developer docs were structured, visually unified, and adopted as a reliable reference for engineering decisions.
Help system evolved into a consistent guidance layer
- Help content evolved from isolated hints into consistent, role-oriented guidance for users and admins.
Specialized skills introduced into the delivery workflow
- Skills were introduced for recurring tasks to increase quality, delivery speed, and repeatability.
Permission model with users and groups introduced
- Permissions were implemented with user- and group-based controls to keep visibility and access decisions consistent.
Test harnesses established for critical themes
- Harnesses were established for visualization, relation logic, deployments, and permission edge cases.
Messaging system integrated into the platform
- A messaging system was integrated to provide structured communication and notification within the product context.
Tooling selected through explicit decision criteria
- Tool decisions were prioritized by measurable impact on product quality, automation, and operational reliability.
Footer component introduced as reusable base element
- The footer component was introduced centrally to provide consistent navigation and context information across pages.
Model relation and state visibility improved
- Visualization became easier to read so domain relations and state transitions can be assessed faster.
Visualization expanded for relations and filtering
- Filtering, highlighting, and relation views were expanded so complex dependencies can be understood faster.
Deployment transparency hardened for operations
- Deployment lists and views provide a more reliable overview of running components and flagged problem cases.
System, delete, and ownership rules stabilized
- Critical domain rules were unified so deletion paths, ownership behavior, and references stay consistent.
Test coverage raised as a quality metric
- Coverage across core modules was raised substantially and adopted as an explicit quality indicator.
Started TOMATo app delivery with Pure GenAI
- Delivery started with a clear product target, iterative feedback loops, and early template-first guardrails.
Key outcomes
- Faster iteration from idea to production-ready change with explicit validation.
- Fewer regressions through consistent type/lint/build checks on each change.
- Higher transparency across instances, relations, and deployments through consistent view/edit paths.
- More stable domain behavior across system boundaries through hardened ownership and delete rules.