akvo / akvo-mis / #1278

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Epic/452 viz ai dashboard visualization layer (#456)

* [#452] docs(viz): add AI layer visualization design document and task breakdown

* [#452] docs(viz): consolidate AI visualization roadmap into 3 tasks with comprehensive testing estimates

* [#452] docs(viz): add detailed design specs for VIZ-AI-002 and VIZ-AI-003

* [#452] docs(viz): align AI visualization design specs with widget schema and parity matrix

* [#452] docs(viz): add formal UAC and TAC criteria to AI visualization design specifications

* [#452] docs(viz): add grid normalization, localization, diversity and resilience rules

* [#457] feat(viz): Backend AI Recommendation Engine & Suggestion Endpoints (VIZ-AI-002) (#463)

* [#457] feat(viz): implement core AI recommendation engine and rule-based heuristics

* [#457] feat(viz): add suggest-dashboard and suggest-widgets endpoints with rate limiting

* [#457] test(viz): add unit and integration test suite for AI recommendation engine

* [#457] docs(viz): update VIZ-AI-002 backend AI recommendation engine design document

* [#457] test(viz): add negative and regression tests for AI recommendation engine

* [#457] docs(viz): finalize VIZ-AI-002 design doc with actuals, test matrix, and PR link

* [#464] feat(viz): Frontend Dashboard AI Integration & Backend AI Recommendation Engine (#466)

* [#457] feat(viz): implement core AI recommendation engine and rule-based heuristics

* [#457] feat(viz): add suggest-dashboard and suggest-widgets endpoints with rate limiting

* [#457] test(viz): add unit and integration test suite for AI recommendation engine

* [#457] docs(viz): update VIZ-AI-002 backend AI recommendation engine design document

* [#457] test(viz): add negative and regression tests for AI recommendation engine

* [#457] docs(viz): finalize VIZ-AI-002 design doc with actuals, test matrix, and PR link

* [#457] fix(backend): populate starter widgets on dashboard creation and restrict question types

* [#457] fix(backend): harden AI pr... (continued)

7912 of 8998 branches covered (87.93%)

Branch coverage included in aggregate %.

14617 of 15965 relevant lines covered (91.56%)

0.92 hits per line