The Observant Developer — Continuous Feedback with OpenTelemetry

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This document discusses how continuous feedback platforms can help developers like Bill get faster feedback on code changes by collecting and analyzing telemetry data from production. It describes how Bill currently doesn't know if his code changes worked well, how they impacted the system, or if they were used. Continuous feedback platforms aim to close this gap by measuring changes in traces and spans over time to understand bottlenecks and how code is being used in production. They process telemetry data to provide insights with less expertise needed, focusing on code performance instead of only service metrics to create a more proactive development process.

Brought to you by
The Observant Developer
Continuous Feedback with OpenTelemetry
Roni Dover
CTO at digma.ai

Roni Dover
CTO at digma.ai
■ Board game geek
■ Multiclass PM/Developer/SM/Builder
■ Obsessed with evidenced-based dev
■ Recently started the digma.ai OSS
digma.ai

Where I Spent Most of My Time

The Story of Bill

Done and Done-er

Shifting Right

Shifting Right

Shifting Right

What will Bill do After Deploying the Feature?

The Story of Bill
■ Did my code change work well?
■ How did it alter system behavior?
■ Was it at all used?

Instead…

The Gap in the Feedback Loop

How I Want to Feel when Pushing to prod

How I Feel

What the PM Thinks

TFOTF at Shorter Intervals

Find the Missing Piece

TFOTF at Shorter Intervals

If only we had access to
objective data about our code

Why is OTEL Important

The Story of Bill
■ Did my code change work well?
■ How did it alter system behavior?
■ Was it at all used?

Measuring Changes in Traces

Following Span Changes Over Time

The Story of Bill
■ Who is using this code?
■ Is this a critical area?
■ What should I optimize for?

Understanding Span Bottlenecks

We have Tons of Data…
Why aren’t we using it?

Expertise Context Switching Dashboard
Fatigue

Enter Continuous Feedback

My Personal Journey with CF

Mission Statement of CF Platforms
■ Process the data to glean insights and reduce expertise requirement
■ Focus on the code instead of only service metrics
■ Create a proactive process

Learn More About CF
https://continuousfeedback.org/slack

Brought to you by
Roni Dover
rdover@digma.ai
@doppleware

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Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf

Artificial Intelligence Chap.5 : Uncertainty

Artificial Intelligence Chap.5 : Uncertainty

Artificial Intelligence Chap.5 : Uncertainty

Khushali Kathiriya

Angeliki Cooney has spent over twenty years at the forefront of the life sciences industry, working out of Wynantskill, NY. She is highly regarded for her dedication to advancing the development and accessibility of innovative treatments for chronic diseases, rare disorders, and cancer. Her professional journey has centered on strategic consulting for biopharmaceutical companies, facilitating digital transformation, enhancing omnichannel engagement, and refining strategic commercial practices. Angeliki's innovative contributions include pioneering several software-as-a-service (SaaS) products for the life sciences sector, earning her three patents. As the Senior Vice President of Life Sciences at Avenga, Angeliki orchestrated the firm's strategic entry into the U.S. market. Avenga, a renowned digital engineering and consulting firm, partners with significant entities in the pharmaceutical and biotechnology fields. Her leadership was instrumental in expanding Avenga's client base and establishing its presence in the competitive U.S. market.

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Angeliki Cooney

Corporate and higher education. Two industries that, in the past, have had a clear divide with very little crossover. The difference in goals, learning styles and objectives paved the way for differing learning technologies platforms to evolve. Now, those stark lines are blurring as both sides are discovering they have content that’s relevant to the other. Join Tammy Rutherford as she walks through the pros and cons of corporate and higher ed collaborating. And the challenges of these different technology platforms working together for a brighter future.

Corporate and higher education May webinar.pptx

Corporate and higher education May webinar.pptx

Corporate and higher education May webinar.pptx

Rustici Software

presentation ICT roal in 21st century education

presentation ICT roal in 21st century education

presentation ICT roal in 21st century education

Accelerating FinTech Innovation: Unleashing API Economy and GenAI Vasa Krishnan, Chief Technology Officer - FinResults Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

The value of a flexible API Management solution for Open Banking Steve Melan, Manager for IT Innovation and Architecture - State's and Saving's Bank of Luxembourg Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

In this keynote, Asanka Abeysinghe, CTO,WSO2 will explore the shift towards platformless technology ecosystems and their importance in driving digital adaptability and innovation. We will discuss strategies for leveraging decentralized architectures and integrating diverse technologies, with a focus on building resilient, flexible, and future-ready IT infrastructures. We will also highlight WSO2's roadmap, emphasizing our commitment to supporting this transformative journey with our evolving product suite.

Platformless Horizons for Digital Adaptability

Platformless Horizons for Digital Adaptability

Platformless Horizons for Digital Adaptability

Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows. We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases. This video focuses on the deployment of external web forms using Jotform for Bonterra Impact Management. This solution can be customized to your organization’s needs and deployed to support the common use cases below: - Intake and consent - Assessments - Surveys - Applications - Program registration Interested in deploying web form automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

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[BuildWithAI] Introduction to Gemini.pdf

[BuildWithAI] Introduction to Gemini.pdf

[BuildWithAI] Introduction to Gemini.pdf

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

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Elevate Developer Efficiency & build GenAI Application with Amazon Q

Elevate Developer Efficiency & build GenAI Application with Amazon Q

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DBX First Quarter 2024 Investor Presentation

DBX First Quarter 2024 Investor Presentation

DBX First Quarter 2024 Investor Presentation

Webinar Recording: https://www.panagenda.com/webinars/why-teams-call-analytics-is-critical-to-your-entire-business Nothing is as frustrating and noticeable as being in an important call and being unable to see or hear the other person. Not surprising then, that issues with Teams calls are among the most common problems users call their helpdesk for. Having in depth insight into everything relevant going on at the user’s device, local network, ISP and Microsoft itself during the call is crucial for good Microsoft Teams Call quality support. To ensure a quick and adequate solution and to ensure your users get the most out of their Microsoft 365. But did you know that ‘bad calls’ are also an excellent indicator of other problems arising? Precisely because it is so noticeable!? Like the canary in the mine, bad calls can be early indicators of problems. Problems that might otherwise not have been noticed for a while but can have a big impact on productivity and satisfaction. Join this session by Christoph Adler to learn how true Microsoft Teams call quality analytics helped other organizations troubleshoot bad calls and identify and fix problems that impacted Teams calls or the use of Microsoft365 in general. See what it can do to keep your users happy and productive! In this session we will cover - Why CQD data alone is not enough to troubleshoot call problems - The importance of attributing call problems to the right call participant - What call quality analytics can do to help you quickly find, fix-, and prevent problems - Why having retrospective detailed insights matters - Real life examples of how others have used Microsoft Teams call quality monitoring to problem shoot problems with their ISP, network, device health and more.

Why Teams call analytics are critical to your entire business

Why Teams call analytics are critical to your entire business

Why Teams call analytics are critical to your entire business

MINDCTI Revenue Release Quarter One 2024

MINDCTI Revenue Release Quarter One 2024

MINDCTI Revenue Release Quarter One 2024

Understanding the FAA Part 107 License ..

Understanding the FAA Part 107 License ..

Understanding the FAA Part 107 License ..

Christopher Logan Kennedy

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Passkeys: Developing APIs to enable passwordless authentication Cody Salas, Sr Developer Advocate | Solutions Architect - Yubico Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

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Exploring Multimodal Embeddings with Milvus

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The Observant Developer — Continuous Feedback with OpenTelemetry

1. Brought to you by The Observant Developer Continuous Feedback with OpenTelemetry Roni Dover CTO at digma.ai

2. Roni Dover CTO at digma.ai ■ Board game geek ■ Multiclass PM/Developer/SM/Builder ■ Obsessed with evidenced-based dev ■ Recently started the digma.ai OSS digma.ai

3. Where I Spent Most of My Time

4. The Story of Bill

5. Done and Done-er

6. Shifting Right

7. Shifting Right

8. Shifting Right

9. What will Bill do After Deploying the Feature?

10. The Story of Bill ■ Did my code change work well? ■ How did it alter system behavior? ■ Was it at all used?

12. The Gap in the Feedback Loop

13. How I Want to Feel when Pushing to prod

15. What the PM Thinks

16. TFOTF at Shorter Intervals

17. Find the Missing Piece

18. TFOTF at Shorter Intervals

19. If only we had access to objective data about our code

20.

21. Why is OTEL Important

22. The Story of Bill ■ Did my code change work well? ■ How did it alter system behavior? ■ Was it at all used?

23. Measuring Changes in Traces

24. Following Span Changes Over Time

25.

26. The Story of Bill ■ Who is using this code? ■ Is this a critical area? ■ What should I optimize for?

27. Understanding Span Bottlenecks

28. We have Tons of Data… Why aren’t we using it?

29. Expertise Context Switching Dashboard Fatigue

30. Enter Continuous Feedback

31.

32.

33. My Personal Journey with CF

34. Mission Statement of CF Platforms ■ Process the data to glean insights and reduce expertise requirement ■ Focus on the code instead of only service metrics ■ Create a proactive process

35. Learn More About CF https://continuousfeedback.org/slack

36. Brought to you by Roni Dover rdover@digma.ai @doppleware