The Developer Journey
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In our daily lives as a developers, testers, release engineers, or other disciplines, we are always pursuing to create the best code as possible but always responding to our customers without taking into account the quality of the code we are delivering. Creating good software is not possible without efficiency on meetings, work properly on estimations, previous practice, learning from your co-workers, multidisciplinary teams, teaching to apprentices and having motivation to improve yourself as a professional.
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4. Deploy browsers within Docker containers for web application testing, enhancing portability and scalability of testing environments.
5. Leverage diverse device farms dedicated to Android, iOS, and browser testing to cover a wide range of platforms and devices.
6. Integrate AI technology, such as Applitools Visual AI and Ultrafast Grid, to automate test execution and validation, improving accuracy and efficiency.
7. Utilize AI/ML-powered central test automation reporting server through platforms like reportportal.io, providing consolidated and real-time insights into test performance and issues.
These solutions not only facilitate comprehensive testing across platforms but also promote the principles of shift-left testing, enabling early feedback, implementing quality gates, and ensuring repeatability. By adopting these techniques, teams can effectively automate and execute tests, accelerating software delivery while upholding high-quality standards across Android, iOS, and web applications.
What’s new in VictoriaMetrics - Q2 2024 Update
These slides were presented during the virtual VictoriaMetrics User Meetup for Q2 2024.
Topics covered:
1. VictoriaMetrics development strategy
* Prioritize bug fixing over new features
* Prioritize security, usability and reliability over new features
* Provide good practices for using existing features, as many of them are overlooked or misused by users
2. New releases in Q2
3. Updates in LTS releases
Security fixes:
● SECURITY: upgrade Go builder from Go1.22.2 to Go1.22.4
● SECURITY: upgrade base docker image (Alpine)
Bugfixes:
● vmui
● vmalert
● vmagent
● vmauth
● vmbackupmanager
4. New Features
* Support SRV URLs in vmagent, vmalert, vmauth
* vmagent: aggregation and relabeling
* vmagent: Global aggregation and relabeling
* vmagent: global aggregation and relabeling
* Stream aggregation
- Add rate_sum aggregation output
- Add rate_avg aggregation output
- Reduce the number of allocated objects in heap during deduplication and aggregation up to 5 times! The change reduces the CPU usage.
* Vultr service discovery
* vmauth: backend TLS setup
5. Let's Encrypt support
All the VictoriaMetrics Enterprise components support automatic issuing of TLS certificates for public HTTPS server via Let’s Encrypt service: https://docs.victoriametrics.com/#automatic-issuing-of-tls-certificates
6. Performance optimizations
● vmagent: reduce CPU usage when sharding among remote storage systems is enabled
● vmalert: reduce CPU usage when evaluating high number of alerting and recording rules.
● vmalert: speed up retrieving rules files from object storages by skipping unchanged objects during reloading.
7. VictoriaMetrics k8s operator
● Add new status.updateStatus field to the all objects with pods. It helps to track rollout updates properly.
● Add more context to the log messages. It must greatly improve debugging process and log quality.
● Changee error handling for reconcile. Operator sends Events into kubernetes API, if any error happened during object reconcile.
See changes at https://github.com/VictoriaMetrics/operator/releases
8. Helm charts: charts/victoria-metrics-distributed
This chart sets up multiple VictoriaMetrics cluster instances on multiple Availability Zones:
● Improved reliability
● Faster read queries
● Easy maintenance
9. Other Updates
● Dashboards and alerting rules updates
● vmui interface improvements and bugfixes
● Security updates
● Add release images built from scratch image. Such images could be more
preferable for using in environments with higher security standards
● Many minor bugfixes and improvements
● See more at https://docs.victoriametrics.com/changelog/
Also check the new VictoriaLogs PlayGround https://play-vmlogs.victoriametrics.com/
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For more Alluxio Events: https://www.alluxio.io/events/
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- Jianjian Xie (Staff Software Engineer, Alluxio)
As Trino users increasingly rely on cloud object storage for retrieving data, speed and cloud cost have become major challenges. The separation of compute and storage creates latency challenges when querying datasets; scanning data between storage and compute tiers becomes I/O bound. On the other hand, cloud API costs related to GET/LIST operations and cross-region data transfer add up quickly.
The newly introduced Trino file system cache by Alluxio aims to overcome the above challenges. In this session, Jianjian will dive into Trino data caching strategies, the latest test results, and discuss the multi-level caching architecture. This architecture makes Trino 10x faster for data lakes of any scale, from GB to EB.
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- The new Trino file system cache feature overview, including the latest development status and test results
- A multi-level cache framework for maximized speed, including Trino file system cache and Alluxio distributed cache
- Real-world cases, including a large online payment firm and a top ridesharing company
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The Developer Journey
- 1. www.twitter.com/JorgeCastilloPr www.github.com/JorgeCastilloPrz jorge.castillo.prz@gmail.com The Developer Journey Jorge Castillo Pablo Guardiola www.twitter.com/guardiola31337 www.github.com/Guardiola31337 guardiola31337@gmail.com
- 3. Meetings
- 4. Efficiency ● Prepare the meeting ● Action points ● Number of people involved
- 6. Feedback ● MVP & Iterations ● Product transparency
- 7. “ Work with a user to think like a user
- 8. PM education ● Estimations will be required ● User Story definition
- 9. Estimation ● Avoid hot estimations ● It’s your responsibility to work on them ● Estimations are not deadlines
- 10. Define contracts ● Discuss with involved people ● Coordination importance
- 12. Professionalism
- 13. Accountability
- 14. Communication ● Efficient on dailies ● Centralize and persist information ● Be polite
- 15. Code
- 16. Don’t fear change ● Boy scouting ● Proactiveness
- 17. Balance ● Perfect software doesn’t exist ● Working software is not enough
- 18. Ownership ● Learn to criticize and to be criticized ● Collective mindset
- 19. Tooling ● Master (IDE, Shell, shortcuts…) ● Create (libraries, scripts…) ● Automatize
- 20. Testing
- 21. ● Be clever ● Design testable code ● Test state instead of behavior
- 22. Feel safe ● Find bugs once ● Test harness for refactoring ● Immediate feedback
- 23. CI
- 24. “ Test your software or your users will
- 25. 3 After the Code
- 26. ● Invest in your knowledge ● Who owns your career? ● Choose who you want to work with
- 27. Conclusions
- 28. ● Honesty ● Be humble ● Professionalism ● Empathy ● Collective ownership ● Don’t stop learning ● Be an example ● ...
- 29. Bibliography ● Pragmatic programer ● The Software Craftsmanship ● Clean code ● Working Effectively with Unit Tests ● Refactoring: Improving the design of existing code ● Debugging Teams ● Presentation template by SlidesCarnival