# Coding Prompts

Development, debugging, code generation

361 prompts available

## Top Coding Prompts

[**Context Relevance Scorer**  
by @samira-el-masri  
Build a context relevance scorer combining similarity, keyword, entity, and topic signals to filter retrieved documents before LLM generation.  
5364](/content/p/pn7v6w0x/index.html)

[**Zero-Shot Code Bug Detection**  
by @samira-el-masri  
Zero-shot code bug detection across null errors, type mismatches, logic errors, resource leaks, and security vulnerabilities.  
52169](/content/p/kx8z0dr3/index.html)

[**Product Engineer Feature Design**  
by @daniel-okoye  
Design a feature from a product-minded engineer perspective.  
5142](/content/p/qkho0t5u/index.html)

[**Meta-Prompt A/B Test Designer**  
by @ethan-park  
Designs A/B test specifications for prompt variants with proper hypothesis, metrics, and analysis plans.  
5069](/content/p/r4iifgok/index.html)

[**Role Persona Dialogue Simulator**  
by @ethan-park  
Simulates realistic dialogues between distinct personas with proper turn-taking and character consistency.  
4973](/content/p/j5c18ziw/index.html)

[**LLM Observability Stack Setup**  
by @samira-el-masri  
Set up a comprehensive LLM observability stack covering logging, metrics, tracing, and alerting with tool recommendations and configurations.  
4965](/content/p/dkwfqpb7/index.html)

## Recent Coding Prompts

[**COD DE AGREGAR DATOS REALES, EN LA BASE DE DATOS**  
by @julio24  
00](/content/p/4zkedysk/index.html)

[**TEST**  
by @pintocaritas  
TEST DATA  
00](/content/p/bdadkcu5/index.html)

[**Zero-Shot Model Fallback Chain**  
by @samira-el-masri  
Design resilient model fallback chain for high availability  
4210](/content/p/sigb7ut1/index.html)

[**Few-Shot Logging Best Practices**  
by @samira-el-masri  
Pattern-based structured logging implementation for ML systems  
1312](/content/p/gu00q7d1/index.html)

[**Constrained API Rate Limiting Design**  
by @samira-el-masri  
Design rate limiting with strict latency and memory constraints  
458](/content/p/1zvb41v7/index.html)

[**Meta-Prompt: Error Message Generator**  
by @samira-el-masri  
Generate prompts for creating user-friendly ML system error messages  
341](/content/p/39kqn367/index.html)