Library migration

Provides a structured way to organize library migration while keeping the result specific, useful and straightforward.

Productivity

Prompt

🔴 1. Data Access & Connection Management
These are critical because they affect performance, scalability, and outages.

🔹 Redis
❌ Jedis (older pattern, topology issues)

✅ Lettuce (reactive, auto-reconnect)

✅ Valkey Glide (AWS recommended)

🔹 JDBC Connection Pool
❌ Apache DBCP

❌ C3P0

✅ HikariCP (default in Spring Boot, fastest, stable)

 

🔹 ORM / Persistence
❌ Old Hibernate 4.x

❌ MyBatis legacy configs

✅ Hibernate 6+

✅ Spring Data JPA latest

Variables

No variables detected in this prompt.

How to use it

  1. Copy the prompt into your preferred AI tool.
  2. Replace bracketed fields with your own context.
  3. Refine the first response with additional context.

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