Datadog Programming Tutorials & Engineering Articles

Cisco partnered with OpenAI to integrate Codex into enterprise-scale software engineering workflows, transforming it from a developer productivity tool into an AI engineering teammate.

This article discusses best practices for coding with agents, specifically focusing on techniques for utilizing Cursor's agent effectively.

Datadog leverages Codex, OpenAI's coding agent, to enhance its system-level code review process, ensuring comprehensive risk assessment and incident prevention.

The article discusses the rising costs associated with observability in software engineering and proposes a shift towards open, cost-efficient architectures.

This article discusses the process of scaling LangGraph agents in production, specifically focusing on the deployment of an AI-Q research agent.

The article discusses the evolution of ClickHouse's observability platform, LogHouse, as it scales beyond 100 petabytes of data.

The article highlights the exceptional team at Cursor, showcasing the diverse expertise of its members, including contributions to major tech companies and innovations in AI and distributed systems.

The article introduces the Agent2Agent (A2A) protocol, a new open standard aimed at enhancing interoperability among AI agents across various enterprise platforms.

The article discusses Notion's innovative 'ratcheting' system, which utilizes custom ESLint rules to gradually modernize their codebase while maintaining developer velocity.

This article discusses the open sourcing of kubenetmon, a tool developed by ClickHouse to monitor data transfer in ClickHouse Cloud.

The article discusses the evolution of SQL-based observability, focusing on ClickHouse's advancements over the past year.

The article discusses how GitHub improved system availability through iterative simplification, focusing on the tools and methods used to address performance issues.

The article discusses strategies to minimize on-call burnout through effective alert observability, emphasizing the importance of actionable alerts and the analysis of alert data.

This article details the development of a ClickHouse-powered logging platform, named LogHouse, which efficiently manages over 19 PiB of log data while significantly reducing costs compared to tradi...

ClickHouse version 24. 1 introduces 26 new features, 22 performance optimizations, and 47 bug fixes, enhancing its capabilities for data processing and analytics.

This article discusses the CGW Stack, which combines ClickHouse, Grafana, and WarpStream to provide a cost-effective and efficient logging solution at scale.

This article discusses Notion's recent horizontal re-sharding of its PostgreSQL database to accommodate increased traffic without downtime.

SigNoz is an open-source Application Performance Monitoring (APM) solution that integrates metrics, traces, and logs based on OpenTelemetry, designed to provide a comprehensive observability experi...

The article discusses the importance of centralizing logs for applications running on Fly. io, detailing the process of shipping logs using the Fly Log Shipper and NATS.

This article provides a step-by-step guide on how to extract Datadog metrics using Python for analysis in Jupyter Notebooks.

The article discusses the introduction of Workers Trace Events Logpush by Cloudflare, which allows developers to send Workers logs to various destinations for better observability and debugging.

The article provides an in-depth look at a typical day for a Palantir Incident Management Engineer, detailing their responsibilities in incident response and project work.

The article introduces Logpush for Worker’s Trace Events, a new feature aimed at enhancing visibility into applications built on Cloudflare Workers.

Shopify's new machine learning platform, Merlin, is designed to enhance the efficiency of data scientists by providing a robust infrastructure and tools for machine learning workflows.

This article discusses the automation of data protection at scale within Airbnb, focusing on the Data Protection Service (DPS) and its role in enhancing security and privacy engineering capabilitie...

This article discusses the recent MySQL upgrade at Shopify, detailing the motivations behind the upgrade, the challenges faced during the process, and the internal tools developed to streamline fut...

The article discusses the transition from using Squid as a forward proxy to implementing Envoy for managing egress traffic in the Rubix platform.

The article discusses Shopify's efforts to enhance the performance of Trino, a distributed SQL query engine, to provide faster query execution times for data scientists.

The article discusses the expansion of the Cloudflare Workers observability ecosystem through new partnerships with observability-focused companies.

The article discusses the concept of building a Content Delivery Network (CDN) using simple tools and techniques, emphasizing that a functional CDN can be created in a short timeframe, even on basi...

The article discusses the scaling of Kubernetes clusters to 7,500 nodes, highlighting the infrastructure's ability to support large machine learning models like GPT-3, CLIP, and DALL·E.

The article discusses the integration of RAPIDS and whylogs for monitoring high-performance machine learning models.

The article discusses the strategies and practices employed by Shopify to ensure the reliability of its Point Of Sale (POS) mobile application.

The article introduces the GraphQL Analytics API by Cloudflare, highlighting its capabilities for accessing performance, security, and reliability data from a single endpoint.

The article recaps the Systems @Scale 2019 event held in New York, focusing on observability in complex distributed systems.

The article discusses Shopify's approach to keeping their Rails dependencies up to date by living on the Edge of Rails, which allows them to integrate the latest changes continuously.

The article provides a recap of the Data @Scale conference held in Boston, focusing on the challenges and advancements in large-scale data storage and analytics.

This article discusses the tooling and standards that support the service-oriented architecture (SOA) at Airbnb, focusing on the importance of a standardized service platform to enhance development...

The article discusses the development of an internal online marketing system at Airbnb aimed at acquiring new hosts through effective online advertising.

The article discusses Kayenta, an open-source platform developed by Netflix in collaboration with Google for Automated Canary Analysis (ACA).

The article discusses the challenges and solutions encountered while scaling Kubernetes to over 2,500 nodes, detailing specific issues with components like etcd, Kube masters, and Docker image pull...

The article discusses the alerting framework developed at Airbnb, focusing on the implementation of Interferon, a tool that automates alert configurations using a Ruby DSL.

This article discusses Shopify's transition to a Docker-powered, containerized data center, detailing the creation of containers that support over 100,000 online shops.