Coding & Debugging
PromptBeginner5 minmarkdown
- Cite specific code paths
patterns
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Coding & Debugging
PromptBeginner5 minmarkdown
- Dead code
unused imports
0
Writing & Content
PromptBeginner5 minmarkdown
- Lock contention
race conditions
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Coding & Debugging
PromptBeginner5 minmarkdown
- Propose concrete code changes
query rewrites
0
Writing & Content
PromptBeginner5 minmarkdown
- Check concurrency patterns for lock contention
serialized async work
0
Writing & Content
PromptBeginner5 minmarkdown
- Evaluate I/O operations for blocking calls
excessive reads/writes
0
Writing & Content
PromptBeginner5 minmarkdown
- **Assess** scalability under load including concurrency patterns
contention points
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Identify** cost optimization opportunities in infrastructure
API calls
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Profile** code
queries
0
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...
0
Creative
PromptBeginner5 minmarkdown
- Plans for failure modes including stampede
cold start
0
Writing & Content
PromptBeginner5 minmarkdown
- Data access patterns
read/write ratios
0
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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Creative
PromptBeginner5 minmarkdown
- Design load tests simulating cache stampede
hot key
0
Writing & Content
PromptBeginner5 minmarkdown
- Map each data entity to its invalidation strategy (write-through
write-behind
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Writing & Content
PromptBeginner5 minmarkdown
- **Cache-aside (lazy loading)**: Application manages cache reads and writes explicitly
simple but risk of stale reads
0
Writing & Content
PromptBeginner5 minmarkdown
- **Write-behind (write-back)**: Asynchronous batch writes to backing store
lower write latency
0
Writing & Content
PromptBeginner5 minmarkdown
- **Write-through**: Synchronous cache update on every write
strong consistency
0
Creative
PromptBeginner5 minmarkdown
- Design from the outside in: CDN layer
application cache layer
0
Writing & Content
PromptBeginner5 minmarkdown
- Select invalidation patterns per data type: write-through for critical data
write-behind for write-heavy workloads
0
Creative
PromptBeginner5 minmarkdown
- **Select optimal caching technologies** based on use case requirements
designing hybrid solutions that combine multiple technologies including CDN and edge caching
0
Writing & Content
PromptBeginner5 minmarkdown
- **Implement cache invalidation patterns** including write-through
write-behind
0
Creative
PromptBeginner5 minmarkdown
- **Design multi-layer caching architectures** using Redis
Memcached
0