Apache Kafka

When should a startup introduce Apache Kafka into its architecture?

The question is about Apache Kafka .

Answer:
A startup should introduce Kafka when: event throughput exceeds what a database-backed queue can handle reliably; multiple services need to consume the same event stream independently; event replay for debugging or new consumer onboarding is required; or the architecture transitions to event sourcing as the primary data model. Most startups do not need Kafka before 100,000 events per day - simpler queue solutions cover earlier scale requirements.

Find your perfect Apache Kafka tech match

Stanislav is a Senior Java Developer with 11 years of dedicated experience in backend development. His expertise lies in crafting scalable microservices using Java and Spring frameworks, employing best practices in clean code... Read More

Level
Senior
Availability
40 h/w
Experience
11 yrs.
English
C1

Nijat is a proficient Software Engineer with a strong focus on backend development, possessing 5 years of commercial experience in various programming environments. His expertise in Java and Spring Boot has been pivotal in de... Read More

Level
Senior
Availability
40 h/w
Experience
5 yrs.
English
B2

Oleksandr is a Senior Java Engineer with a strong focus on backend development, bringing 15 years of experience in building scalable applications. He extensively uses Spring Framework, Spring Boot, and Java to design and impl... Read More

Level
Senior
Availability
40 h/w
Experience
15 yrs.
English
B2
Victoriia S.

Victoriia is a skilled Flutter Developer with 4 years of experience in mobile application development. She specializes in frameworks such as Flutter, leveraging JavaScript, DART, and utilizes databases like MySQL and Firebase... Read More

Level
Senior
Availability
20 - 30 h/w
Experience
10 yrs.
English
C1
Cortance 5-star rating on ClutchCortance 5-star rating on GoodFirms
Anonymous
Co-Founder

Cortance's work resulted in a 30% reduction in development time, exceeding the client's project goals. Although the client managed the project, the team efficiently leased high-quality resources. Their exceptional ability to seamlessly provide highly skilled tech professionals was impressive.

Clutch
5.0/5.0
Julian Spivakov
COO

Thanks to Cortance, the client successfully launched their project on time and within budget. Cortance provided the client with professional and responsible talents. They also ensured excellent project management using Jira and promoted effective communication via daily calls and biweekly calls.

Clutch
5.0/5.0
Curved left line
We're Here to Help

Thinking about how to expand a tech team flexibly to adapt to different working paces?

Accelerate development, meet launch deadlines with flexible, much-needed capacity. Add new skills your team currently lacks.

Curved right line