REST API Programming Tutorials & Engineering Articles

Agent Platform's evaluation service is now generally available, providing developers with a unified engine to measure agent quality consistently across local development experiments and live production traffic. You can evaluate agents using over 20 pre-built metrics, DeepMind-backed adaptive rubrics, or custom code-based and LLM-as-a-judge metrics stored in a centralized, versioned registry. The service integrates directly into existing workflows via the Agent Platform SDK, agents-cli, and ADK, offering built-in user and environment simulators to automate complex multi-turn testing and streamline CI pipelines.

This post shows a lightweight metrics layer for ClickHouse using MooseStack, an open source developer agent harness for ClickHouse.

Postgres managed by ClickHouse's first major update since public beta, covering fine-grained access control, a redesigned console, Terraform support, MCP integration, Stripe provisioning, migrations, billing, and capacity reservations — all shipped in und

Developers building video analytics applications across large spaces must track the same object as it moves between camera views. Single-camera 2D tracking…

As AI models grow in complexity and regulatory scrutiny intensifies under frameworks including California’s AB-2013 and the EU AI Act, software teams face a…

This blog post introduces a suite of six protocols, such as MCP and A2A, designed to eliminate custom integration code by standardizing how AI agents access data and communicate. Using a "kitchen manager" agent as a practical example, it demonstrates how these tools handle complex tasks like real-time inventory checks, wholesale commerce via UCP, and secure payment authorization through AP2. By leveraging the Agent Development Kit (ADK), developers can also implement A2UI and AG-UI to deliver interactive dashboards and seamless streaming interfaces to users.

Every AI cluster running on Kubernetes requires a full software stack that works together, from low-level driver and kernel settings to high-level operator and…

The article introduces Markdown for Agents, a feature by Cloudflare that allows AI systems to request web content in Markdown format instead of HTML.

The Universal Commerce Protocol (UCP) is an open-source standard developed by Google to facilitate seamless commerce experiences across various platforms.

The article discusses the integration of computer vision pipelines with Generative AI and reasoning, highlighting the advancements in video analytics through NVIDIA's Blueprint for Video Search and...

The article announces the Cloudflare Data Platform, which includes three key products: Cloudflare Pipelines for data ingestion, R2 Data Catalog for managing metadata, and R2 SQL for querying data.

The article discusses the introduction of state-of-the-art image generation models from Leonardo and text-to-speech models from Deepgram now available in Cloudflare's Workers AI.

Cloudflare has partnered with OpenAI to integrate their new open-weight models into Cloudflare Workers AI, allowing developers to leverage these models for enhanced AI capabilities.

The article discusses how Continuous Integration and Continuous Delivery/Deployment (CI/CD) practices can be applied to network automation, particularly with Cumulus Linux and the NVIDIA Air digita...

The article discusses the deployment of a serverless, distributed data processing architecture using Apache Spark and NVIDIA AI on Azure.

The article provides an in-depth look at Notion's hosted Model Context Protocol (MCP) server, detailing its capabilities and integration with AI tools like Cursor and Claude.

The article announces the general availability of the new Python client library for Data Commons, enhancing access to a vast array of public statistical data.

The article discusses NVIDIA's ITMonitron, a tool designed to enhance real-time IT incident detection by integrating various monitoring signals into actionable intelligence.

The article discusses how NVIDIA cuOpt, an open-source GPU-accelerated optimization tool, enhances decision-making processes in businesses by efficiently solving complex linear programming (LP), mi...

This article details how GitHub rebuilt its Issues search system to support nested queries with boolean AND/OR operators and parentheses.

This article discusses the importance of data flywheels in maintaining the accuracy of AI systems over time, particularly in enterprise settings.

The article discusses significant improvements to Cloudflare's Workers AI, including enhancements in inference speed, batch workload support, expanded LoRA model support, and a new dashboard.

The article introduces AutoRAG, a fully managed Retrieval-Augmented Generation (RAG) pipeline available in open beta on Cloudflare.

The article discusses the integration of the Gemini REST API with the Internet of Things (IoT), highlighting how developers can create intelligent devices that respond to voice commands.

The article discusses how to build and deploy Remote Model Context Protocol (MCP) servers on Cloudflare, highlighting the new capabilities that allow these servers to be accessible over the interne...

The article discusses the development of Ramp's MCP server, which utilizes the Model Context Protocol (MCP) to enable natural language interaction with business data via a SQL interface.

This article provides a comprehensive guide on setting up usage threshold alerts for customers with pay-as-you-go plans using AWS's serverless tools and Stripe's Billing Alert API.

The article discusses how GitHub's Product Security Engineering team utilizes CodeQL, a static analysis engine, to enhance the security of GitHub's codebase.

This article discusses how to build a video search and summarization agent using NVIDIA AI Blueprint, focusing on the integration of generative AI models, specifically vision language models (VLMs)...

The article announces that developers can now access the latest Gemini models via the OpenAI Library and REST API.

The article discusses the development of multimodal visual AI agents using NVIDIA NIM microservices, highlighting the importance of vision-language models (VLMs) in processing and analyzing diverse...

The article announces the new ClickHouse SQL Playground, designed to simplify querying large datasets with over 35 datasets and 220 example queries.

The article discusses the creation of retrieval augmented generation (RAG)-based question-and-answer workflows at NVIDIA, highlighting the integration of various technologies like LlamaIndex, NVIDI...

The article discusses the development of Vectorize, a distributed vector database built on Cloudflare’s Developer Platform.

This article discusses how to effectively test subscription features using Stripe's Test Clocks and Workbench, which allow developers to simulate the passage of time in a controlled environment.

This article discusses building single page applications (SPAs) using ClickHouse with a focus on a 'client only' architecture.

The article introduces the Dev Starter Pack, a collection of tools and services designed to empower developers with discounts and free offerings to kickstart their projects.

The article discusses Maestro, a horizontally scalable workflow orchestrator developed by Netflix for managing large-scale Data/ML workflows.

The article discusses the development of generative AI-powered Visual AI Agents using Vision Language Models (VLMs) on the NVIDIA Jetson Orin platform.

The article discusses the release of NVDashboard v0. 10, a JupyterLab extension designed for real-time monitoring of GPU usage.

This article compares ClickHouse and Elasticsearch in terms of performance for large-scale data analytics, particularly focusing on `count(*)` aggregations over billions of rows.

The article discusses the challenges associated with migrating between major versions of Cumulus Linux, particularly from versions 3. 7. x and 4. x. y to the latest 5. x version.