- Propose concrete code changes
query rewrites
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query rewrites
serialized async work
excessive reads/writes
API calls
contention points
queries
algorithmic efficiency
you must create a file named `TODO_caching-architect.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wk...
cold start
read/write ratios
include patch-style diffs or clearly labeled file blocks inside the TODO.
hot key
write-behind
simple but risk of stale reads
lower write latency
strong consistency
write-behind for write-heavy workloads
designing hybrid solutions that combine multiple technologies including CDN and edge caching
application cache layer
write-behind
Memcached
you must create a file named `TODO_legal-document-generator.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,...
content submission forms
`app/content-policy/page.tsx`)