Description starting pint:
System & Environment Information
Infrastructure & Deployment
Operating system and version (uname -a)
Deployment method (Docker, Kubernetes, systemd, Heroku, AWS MSK, etc.)
Kafka vendor and version (Confluent, MSK, self-hosted, etc.)
Whether Karafka processes run in the same availability zone as Kafka brokers
Network configuration (firewalls, proxies, load balancers)
Environment details (staging vs production differences)
Current Karafka Setup
Full output of bundle exec karafka info
Complete karafka.rb configuration file (sanitized)
Versions of all Karafka ecosystem components (karafka-core, waterdrop, karafka-rdkafka, karafka-web)
Current concurrency settings and why you chose them
Application Architecture
Consumer Details
Number and types of consumers you're running
Consumer group configurations
Topic and partition counts for your workloads
Current message processing patterns (batch vs individual)
Consumer lifecycle patterns and any custom logic
Message Processing Characteristics
Average message sizes and processing times
Peak message throughput requirements
Whether your workloads are IO-bound or CPU-bound
Any long-running operations in consumers
Database operations, external API calls, or file I/O patterns
Current Performance Metrics
Current CPU and memory usage patterns
Processing latency requirements
Throughput requirements (messages/second)
Any existing bottlenecks or performance issues
Concurrency & Scaling Context
Current Concurrency Setup
Existing concurrency/threading configuration
How you currently handle parallel processing
Any custom threading or worker pool implementations
Current scaling strategies and pain points
Multiplexing Goals
Why you want to implement multiplexing specifically
Expected performance improvements you're targeting
Which consumers/topics would benefit most
Timeline and rollout strategy
Technical Infrastructure
Resource Constraints
Available CPU cores and memory per instance
Database connection pool sizes
Any resource limitations or quotas
Monitoring and alerting setup
Dependencies & Integration
Ruby version and other relevant gems
Rails integration (if applicable)
Database types and connection patterns
External service dependencies
Custom middleware or plugins
Operational Concerns
Monitoring & Observability
Current monitoring setup (Karafka Web UI, custom metrics)
Logging configuration and requirements
Error handling and alerting strategies
How you currently track processing health
Reliability Requirements
Error handling and retry strategies
Dead letter queue usage
Offset management preferences
Data consistency requirements
Recovery time objectives
Team & Process
Team experience with Karafka and Kafka
Testing strategies for concurrent code
Deployment and rollback procedures
Maintenance windows and update processes
Specific Use Cases
Workload Patterns
Description of your heaviest consumers
Seasonal or time-based traffic patterns
Any consumers that would particularly benefit from Virtual Partitions
Single vs multi-partition processing needs
Business Context
Critical vs non-critical processing workflows
SLA requirements for different message types
Impact of processing delays on your business
Compliance or regulatory considerations
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starting pint:
System & Environment Information
Infrastructure & Deployment
uname -a)Current Karafka Setup
bundle exec karafka infokarafka.rbconfiguration file (sanitized)Application Architecture
Consumer Details
Message Processing Characteristics
Current Performance Metrics
Concurrency & Scaling Context
Current Concurrency Setup
Multiplexing Goals
Technical Infrastructure
Resource Constraints
Dependencies & Integration
Operational Concerns
Monitoring & Observability
Reliability Requirements
Team & Process
Specific Use Cases
Workload Patterns
Business Context