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19,214 skills indexed with the new KISS metadata standard.

Showing 24 of 19,214Categories: Data & Insights, Business, Coding & Debugging, Creative, Data
Data
PromptBeginner5 minmarkdown

- Understand the expected traffic patterns

data volumes

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Identify** cost optimization opportunities in infrastructure

API calls

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Data
PromptBeginner5 minmarkdown

- **Analyze** algorithmic complexity

data structure choices

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Coding & Debugging
PromptBeginner5 minmarkdown

- **Profile** code

queries

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Coding & Debugging
PromptBeginner5 minmarkdown

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

algorithmic efficiency

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Coding & Debugging
PromptBeginner5 minmarkdown

**RULE:** When using this prompt

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...

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Creative
PromptBeginner5 minmarkdown

- Plans for failure modes including stampede

cold start

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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.

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Data
PromptBeginner5 minmarkdown

- Leverage Redis data structures (Sorted Sets

HyperLogLog

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Data
PromptBeginner5 minmarkdown

- Set TTLs based on data change frequency: seconds for real-time data

minutes for session data

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Data
PromptBeginner5 minmarkdown

- Avoid embedding volatile data (timestamps

random values) in keys that should be shared

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Data
PromptBeginner5 minmarkdown

- [ ] Memory sizing accounts for peak load

data growth

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Business
PromptBeginner5 minmarkdown

After designing or modifying a caching strategy

verify:

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Data
PromptBeginner5 minmarkdown

- [ ] Cache hit rates meet target thresholds (typically >90% for hot data

>70% for warm data)

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Creative
PromptBeginner5 minmarkdown

- Design load tests simulating cache stampede

hot key

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Business
PromptBeginner5 minmarkdown

- **Memory management**: Eviction policy selection

maxmemory configuration

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Data
PromptBeginner5 minmarkdown

- **Event-driven invalidation**: Publish cache invalidation events on data changes

scalable for distributed systems

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Data
PromptBeginner5 minmarkdown

- **Database caching**: Query result caching

materialized views

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Data
PromptBeginner5 minmarkdown

- **Distributed caching**: Redis clusters for shared state

Memcached for simple key-value hot data

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Data
PromptBeginner5 minmarkdown

- Calculate cache memory requirements based on data size

cardinality

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Data
PromptBeginner5 minmarkdown

- Identify hot data sets

access patterns

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Creative
PromptBeginner5 minmarkdown

- Design from the outside in: CDN layer

application cache layer

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Creative
PromptBeginner5 minmarkdown

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

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

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Data
PromptBeginner5 minmarkdown

- **Ensure data consistency** by designing invalidation workflows

eventual consistency patterns

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