v1.0 · 2026-04-12
Ashish Awasthi
Cloud generation + local validation
How twelve specialised AI agents on Google Cloud, paired with a fully-local MLX validation tier, turn raw syllabus sources into responsive, audio-narrated, SVG-rich study material at scale.
Covers: syllabus planning, topic content generation, image and interactive SVG authoring, narration with Cloud TTS and forced-alignment, HTML rendering, validation tiers, local correction loop, prompt-feedback synthesis.
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v1.0 · 2025-12-27
Rishit Awasthi
Cloud Tasks agent pipeline
How five specialised AI agents on Google Cloud generate examination-grade questions, illustrate them with educationally faithful diagrams, and validate both through generic AI visual analysis with multi-layer integrity checks.
Covers: Bloom's-taxonomy-balanced question generation, GPT-class SVG authoring with Gemini fallback, multimodal validation against the rendered PNG, iterative diagram correction with delayed counter increment, the angle-arc three-tier fallback, learner-feedback loop.
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