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🚀 The feature, motivation and pitch
Fused SDPA backends require 4D (batched) inputs, so scaled_dot_product_attention on a 3D (unbatched) query/key/value
selects the math backend. Under vmap — e.g. per-example ...
Focus the prototype on the spine — Recipe Builder → plan input → Scheduler → Cooking UX — by hiding the
derived-projection tabs (Inventory, Shopping, Waste, Nutrition) behind a flag. These are read-only ...
enhancement
ui
The connective tissue between the recipe builder and the scheduler. The scheduler can t run without two facts: how many
people and when. This issue adds exactly those — a thin input layer, not a full week-planner ...
enhancement
scheduler
Build /scripts/health-check.py that detects failed workflows. Auto-simplifies tasks if failure rate 50%. Auto-escalates
if failure rate 80%. Restarts stalled jobs.
auto-assigned
infrastructure
sarah
Build system where Sarah asks owner for guidance when success rate 50% or no revenue for 7 days. Creates issue with
label needs-guidance.
auto-assigned
infrastructure
sarah
Build /scripts/self-analyzer.py that reads closed issues, identifies failure patterns, suggests workflow improvements.
Write to /briefs/improvements.md.
auto-assigned
infrastructure
sarah
Build /scripts/market-watcher.py that tracks 4 competitors weekly. Update /data/competitors/landscape.json and
/product/competitive-strategy.md.
auto-assigned
marcus
product
Build /scripts/revenue-optimizer.py that monitors /data/revenue.json. If 24h no revenue - suggest pivot. If growing -
suggest scale. Update /finance/optimization.md.
auto-assigned
finance
priya
Build /scripts/growth-experiments.py that designs A/B tests for content, pricing, channels. Track in
/data/experiments/active.json. Auto-declare winners after 7 days.
auto-assigned
growth
jake
Build /data/decisions.json tracking system. Record every cycle, success patterns, failure patterns. Make Sarah smarter
over time.
auto-assigned
infrastructure
sarah

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