Claude Code database

Redis Connection Pool Exhaustion

Application gradually exhausts Redis connection pool over hours. New connections fail with 'pool exhausted' error. Existing connections aren't being returned to the pool properly, causing connection leak.

Redis works initially but degrades as connections accumulate.

Error Messages You Might See

redis.clients.jedis.exceptions.JedisConnectionException: Could not get a resource from the pool Connection pool exhausted Redis connection timeout
redis.clients.jedis.exceptions.JedisConnectionException: Could not get a resource from the poolConnection pool exhaustedRedis connection timeout

Common Causes

  1. Connections not returned to pool (not closed after use)
  2. Connection pool size too small for concurrent load
  3. Long-running operations holding connections
  4. Connection timeout not configured, dead connections not removed
  5. Blocking calls (BLPOP) holding connections indefinitely

How to Fix It

Use try-with-resources to ensure connections closed: try (Connection c = pool.getConnection()) { }. Increase pool size if needed. Configure connection timeout and idle timeout to clean up dead connections. Use connection monitoring: log pool size periodically. Avoid blocking operations that hold connections. Use Redis Cluster/Sentinel for failover.

Real developers can help you.

Taufan Taufan I’m a product-focused engineer and tech leader who builds scalable systems and turns ideas into production-ready platforms. Over the past years, I’ve worked across startups and fast-moving teams, leading backend architecture, improving system reliability, and shipping products used by thousands of users. My strength is not just writing code — but connecting product vision, technical execution, and business impact. Matt Butler Matt Butler Software Engineer @ AWS Richard McSorley Richard McSorley Full-Stack Software Engineer with 8+ years building high-performance applications for enterprise clients. Shipped production systems at Walmart (4,000+ stores), Cigna (20M+ users), and Arkansas Blue Cross. 5 patents in retail/supply chain tech. Currently focused on AI integrations, automation tools, and TypeScript-first architectures. Nam Tran Nam Tran 10 years as fullstack developer Daniel Vázquez Daniel Vázquez Software Engineer with over 10 years of experience on Startups, Government, big tech industry & consulting. Anthony Akpan Anthony Akpan Developer with 8 years of experience building softwares fro startups BurnHavoc BurnHavoc Been around fixing other peoples code for 20 years. Meïr Ankri Meïr Ankri Full-stack developer specializing in React / Next.js / Node.js with 6+ years of experience. I've worked across various sectors including automotive (Reezocar/Société Générale), healthcare (Medical Link SaaS), and e-commerce (Glasman). I build web apps end-to-end, from architecture to production, with a focus on scalability, performance, and code quality. I also mentor junior developers and contribute to technical decisions and code reviews. Tejas Chokhawala Tejas Chokhawala Full-stack engineer with 5 years experience building production web apps using React, Next.js and TypeScript. Focused on performance, clean architecture and shipping fast. Experienced with Supabase/Postgres backends, Stripe billing, and building AI-assisted developer tools. Kingsley Omage Kingsley Omage Fullstack software engineer passionate about AI Agents, blockchain, LLMs.

You don't need to be technical. Just describe what's wrong and a verified developer will handle the rest.

Get Help

Frequently Asked Questions

How to properly use Redis connections?

try (Jedis jedis = pool.getResource()) { jedis.set(...); } - try-with-resources auto-closes connection.

What pool size should be used?

Start with: max threads × 2. Monitor actual usage. Typical: 5-20 connections. Monitor metrics to right-size.

How to detect connection leaks?

Monitor pool: pool.getResource() count should stay constant. If climbs, connections not being returned.

Related Claude Code Issues

Can't fix it yourself?
Real developers can help.

You don't need to be technical. Just describe what's wrong and a verified developer will handle the rest.

Get Help