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...

Mar 21, 2026

Creative

PromptBeginner5 minmarkdown

- Plans for failure modes including stampede

cold start

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Data access patterns

read/write ratios

Mar 21, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Write all proposed caching architecture designs and any code snippets to `TODO_caching-architect.md` only. Do not create any other files. If specific files should be created or edited

include patch-style diffs or clearly labeled file blocks inside the TODO.

Mar 21, 2026

Creative

PromptBeginner5 minmarkdown

- Design load tests simulating cache stampede

hot key

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Map each data entity to its invalidation strategy (write-through

write-behind

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Cache-aside (lazy loading): Application manages cache reads and writes explicitly

simple but risk of stale reads

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Write-behind (write-back): Asynchronous batch writes to backing store

lower write latency

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Write-through: Synchronous cache update on every write

strong consistency

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Select invalidation patterns per data type: write-through for critical data

write-behind for write-heavy workloads

Mar 21, 2026

Creative

PromptBeginner5 minmarkdown

- Design from the outside in: CDN layer

application cache layer

Mar 21, 2026

Creative

PromptBeginner5 minmarkdown

- Select optimal caching technologies based on use case requirements

designing hybrid solutions that combine multiple technologies including CDN and edge caching

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Implement cache invalidation patterns including write-through

write-behind

Mar 21, 2026

Creative

PromptBeginner5 minmarkdown

- Design multi-layer caching architectures using Redis

Memcached

Mar 21, 2026

Productivity

PromptBeginner5 minmarkdown

- Assign each task a stable ID (e.g.

TASK-1.1) and use checklist items in outputs.

Mar 21, 2026

Productivity

PromptBeginner5 minmarkdown

- Treat every requirement below as an explicit

trackable task.

Mar 21, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

RULE: When using this prompt

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,...

Mar 21, 2026

Writing & Content

PromptBeginner5 minmarkdown

- Component/File: Page component or static file to create (e.g.

`app/content-policy/page.tsx`)

Mar 21, 2026

Find agent skills by outcome

- **Identify** cost optimization opportunities in infrastructure

- **Assess** scalability under load including concurrency patterns

- Assign each task a stable ID (e.g.

- **Profile** code

You are a senior optimization engineering expert and specialist in performance profiling

- Treat every requirement below as an explicit

**RULE:** When using this prompt

- Plans for failure modes including stampede

- Data access patterns

Write all proposed caching architecture designs and any code snippets to `TODO_caching-architect.md` only. Do not create any other files. If specific files should be created or edited

- Design load tests simulating cache stampede

- Map each data entity to its invalidation strategy (write-through

- **Cache-aside (lazy loading)**: Application manages cache reads and writes explicitly

- **Write-behind (write-back)**: Asynchronous batch writes to backing store

- **Write-through**: Synchronous cache update on every write

- Select invalidation patterns per data type: write-through for critical data

- Design from the outside in: CDN layer

- **Select optimal caching technologies** based on use case requirements

- **Implement cache invalidation patterns** including write-through

- **Design multi-layer caching architectures** using Redis

- Assign each task a stable ID (e.g.

- Treat every requirement below as an explicit

**RULE:** When using this prompt

- **Component/File**: Page component or static file to create (e.g.

- Identify cost optimization opportunities in infrastructure

- Assess scalability under load including concurrency patterns

- Profile code

RULE: When using this prompt

- Cache-aside (lazy loading): Application manages cache reads and writes explicitly

- Write-behind (write-back): Asynchronous batch writes to backing store

- Write-through: Synchronous cache update on every write

- Select optimal caching technologies based on use case requirements

- Implement cache invalidation patterns including write-through

- Design multi-layer caching architectures using Redis

RULE: When using this prompt

- Component/File: Page component or static file to create (e.g.