People
A
Autumn Nash
A
Avtar Swithin
J
Jasmine Casas
J
Justin Garrison
K
Kurt Mackie
P
Phillip Carter
Topics
@Jasmine Casas :Sentry 秉持"持续发布"的理念,不断迭代改进产品,并积极创新以提升开发者调试的信心。他们倾听客户需求,关注痛点,在已发布产品上持续迭代,同时也会主动创新,提供对开发者有益的解决方案,帮助他们更自信地进行调试。

Deep Dive

Key Insights

Why did Microsoft decide to make .NET cross-platform?

Microsoft aimed to shift .NET from being a Windows-focused development platform to a cross-platform, native solution that could run on Linux, macOS, and Windows, enabling developers to build and deploy applications across different environments seamlessly.

How did Microsoft handle the relationship with the Mono project?

Microsoft had a collaborative relationship with the Mono project, working to unify libraries and eventually acquiring Xamarin, which allowed for a unified runtime that could run on both client devices and backend servers with optimized performance.

What is Honeycomb's approach to observability?

Honeycomb aims to help developers reshape how they introspect their systems by providing tools that allow for a more intuitive debugging flow, focusing on high-level entry points and probabilistic distributions to guide users toward the right queries and insights.

How does Honeycomb use AI to assist developers?

Honeycomb uses AI to help developers by suggesting queries based on natural language input, making it easier for users to explore their data and debug issues without needing to know the exact query structure upfront. This helps users get unstuck and encourages curiosity.

What is the significance of OpenTelemetry for Honeycomb?

OpenTelemetry is crucial for Honeycomb as it provides a standardized way to collect and analyze observability data, which aligns with Honeycomb's goal of helping developers understand their systems. Honeycomb's involvement in OpenTelemetry ensures that their product remains compatible with the evolving standard.

Why did Phillip Carter leave Microsoft for Honeycomb?

Phillip Carter left Microsoft after completing a major milestone with .NET's cross-platform success, seeking new challenges in the developer tools space. Honeycomb's innovative approach to observability and its involvement in OpenTelemetry were key factors in his decision.

How does Honeycomb's natural language querying feature work?

Honeycomb's natural language querying feature uses GPT-3.5 to generate queries based on user input, schema, and example data. It helps users formulate queries for slow requests or other issues by suggesting relevant columns and query shapes, making it easier to explore data without deep knowledge of the system.

What is the future vision for Honeycomb's AI-assisted debugging?

Honeycomb plans to expand its AI-assisted debugging capabilities by offering more suggestions and guidance for users, helping them explore data, and test hypotheses. The goal is to encourage curiosity and make users better at debugging and building systems, aligning with the company's business interests.

Why is Timescale positioning Postgres as the database for AI applications?

Timescale believes Postgres is well-positioned for AI applications due to its extensibility, performance, and scalability. Extensions like PG Vector Scale and PGAI enhance its capabilities for vector search and LLM reasoning, making it a powerful choice for AI developers without needing to manage multiple databases.

How does Fly.io differentiate itself from platforms like Heroku and Vercel?

Fly.io differentiates itself by offering a platform with no hard line boundaries, allowing developers to run their apps close to users globally with primitives that enable deep customization. It provides a no-limits approach compared to platforms like Heroku and Vercel, which have more restrictive abstractions.

Chapters
This chapter includes advertisements for Sentry, Fly.io, and Timescale.
  • Sentry offers error tracking and session replay for web and mobile.
  • Fly.io is a platform for deploying applications.
  • Timescale provides a database purpose-built for AI applications.

Shownotes Transcript

Phillip Carter, Principal PM at Honeycomb, joins Justin & Autumn to discuss his work at Microsoft & Honeycomb, building AI infrastructure & more.

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Sponsors:

  • SentryWhen your app breaks, fix it faster with Sentry Use the code CHANGELOG when you sign up to get $100 off the team plan. Learn more about what they shipped for Launch Week and Session Replay for Mobile.
  • Fly.ioThe home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes.
  • TimescalePurpose-built performance for AI Build RAG, search, and AI agents on the cloud and with PostgreSQL and purpose-built extensions for AI: pgvector, pgvectorscale, and pgai.

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Show Notes:

Something missing or broken? PRs welcome!