Hear from the product team about Apigee's key products and technology. Learn how customers use Apigee to grow reach with mobile apps, accelerate development and create new products through APIs, and gain end-to-end visibility into business and operations by analyzing 360 degrees of information.
This document discusses API gateways as a solution for challenges that arise in microservices architectures. It describes how a monolithic architecture can become complex as services grow quickly. In a microservices architecture, clients could communicate directly with each service but this introduces problems around endpoint management, multiple requests, and refactoring difficulties. An API gateway provides a single entry point, routes requests to appropriate services, and aggregates results to address these issues. It then demonstrates Netflix Zuul, an open source API gateway, and provides a demo of its use with Eureka service discovery and routing between hello and goodbye microservices.
Irfan Baqui, Senior Engineer at LunchBadger, breaks down the important role of the API Gateway in Microservices. Additionally, Irfan covers how to get started with Express Gateway, an open source API Gateway built entirely on Express.js. Originally presented at the San Francisco Node Meetup.
Understanding REST APIs in 5 Simple StepsTessa Mero
This document summarizes the 5 steps to understanding REST APIs: 1) Understanding the purpose of APIs and their importance and growth, 2) Learning that REST defines functions to communicate via HTTP verbs and nouns, 3) Knowing that APIs use requests and responses, 4) Relying on documentation as the reference, and 5) Using debugging and testing tools to prevent issues. It provides examples of requests, responses, API documentation, and tools like Postman for working with REST APIs.
An API is a set of routines, protocols, and tools that allow software applications to communicate with each other. It defines the functionality that is independent of implementation. An API expresses the operations, inputs, outputs, and types of a software component. It allows creation of applications that can access features or data from an operating system, application, or other service. An API acts as an intermediary that allows two applications to communicate, delivering requests from one app to a provider and returning the response.
What's New in API Connect & DataPower Gateway in 1H 2018IBM API Connect
IBM announced new features for API Connect and DataPower Gateways in the first half of 2018. For API Connect, new capabilities include multi-cloud deployment options, improved developer experience, and enhanced analytics. For DataPower Gateways, a new higher performance X2 appliance was introduced with up to 2x the performance of previous generations. IBM also outlined its API Connect product offerings framework with Essentials and Enterprise editions.
The document discusses using Postman to test REST APIs. Postman is an HTTP client that allows users to create and test HTTP requests. It provides a multi-window interface to work on APIs. Users can create requests, view responses, add variables, write test scripts, and view test results in Postman. The document also provides an example of testing the Newbook API, including GET, POST, PATCH, and other requests.
Watch the live demo of Apigee's API platform to learn how to:
- easily configure and manage new APIs and enforce security with minimal impact to backend services
- create, manage and monetize API products
- extend API Services to increase flexibility and tailor to business requirements with JavaScript, Java, Python, and Node.js
- provide developers easy, yet secure access to explore, test, and deploy APIs
- use end-to-end visibility across the digital value chain to monitor, measure, and manage success
The document discusses microservices architecture and how to implement it using Spring Boot and Spring Cloud. It describes how microservices address challenges with monolithic architectures like scalability and innovation. It then covers how to create a microservices-based application using Spring Boot, register services with Eureka, communicate between services using RestTemplate and Feign, and load balance with Ribbon.
Test in Rest. API testing with the help of Rest Assured.Artem Korchevyi
Presentation for Autumn QC meetup 2018 (UA, Ivano-Frankivsk) about testing REST Api with demo example how to develop tests. Project here - https://github.com/Antracot/TestInRest
Presented by Nikola Vasilev on SkopjeTechMeetup 7.
Representational state transfer (REST) can be thought of as the language of the Internet. Now with cloud usage on the rise, REST is a logical choice for building APIs that allow end users to connect and interact with cloud services. This talk will deliver more insight into the challenges on building and maintaining good and clean RESTful APIs.
Apigee Edge is an API management platform that helps businesses achieve digital acceleration at scale. It provides capabilities for API management, development services, analytics services, backend as a service (BaaS), and security. Apigee Edge has over 30 out-of-the-box policies that can be configured and attached at different points to manage API interactions, optimize performance, and secure APIs. It also allows for scripting and node.js extensions. The platform offers self-service developer onboarding tools, branded developer portals, and analytics for visibility into top APIs, developers, apps, and products.
My presentation from Nordic APIs 2014 in Stockholm, Sweden.
How can the architecture of one API platform look like? How can you break down things to make this challenge easier?
Simple REST-API overview for developers. An newer version is here: https://www.slideshare.net/patricksavalle/super-simple-introduction-to-restapis-2nd-version-127968966
This document provides an overview of server-side request forgery (SSRF) vulnerabilities. It defines SSRF as allowing an attacker to induce a server to make HTTP requests to domains of the attacker's choosing. The document covers the types of SSRF (basic and blind), impact (exposing internal systems or remote code execution), methods for finding SSRF vulnerabilities, exploitation techniques like bypassing filters, and mitigations like using whitelists instead of blacklists. Tools for finding and exploiting SSRF vulnerabilities are also listed.
This document discusses principles for effective API design. It defines an API as providing a way for developers to interact with and consume a service. It outlines six principles for API design: design first, choose the right runtime, define contracts, monitor usage, continuously improve, and socialize APIs. The principles emphasize designing for developers and specific use cases, ensuring scalability and reliability of the runtime, and engaging with developers through documentation and community. Well-designed APIs that follow these principles can become valuable products and ecosystems, while mediocre APIs that don't engage stakeholders may fail to meet business objectives.
In this community call, we will discuss the highlights of WSO2 API Manager 4.0 including
- Why we moved from WSO2 API Manager 3.2.0 to 4.0.0.
- New architectural changes
- Overview of the new features with a demo
- Improvements to the existing features and deprecated features
Recording: https://youtu.be/_ks4zEeRFdk
Sign up to get notified of future calls: https://bit.ly/373f4ae
WSO2 API Manager Community Channels:
- Slack: https://apim-slack.wso2.com
- Twitter: https://twitter.com/wso2apimanager
What is REST API? REST API Concepts and Examples | EdurekaEdureka!
YouTube Link: https://youtu.be/rtWH70_MMHM
** Node.js Certification Training: https://www.edureka.co/nodejs-certification-training **
This Edureka PPT on 'What is REST API?' will help you understand the concept of RESTful APIs and show you the implementation of REST APIs'. Following topics are covered in this REST API tutorial for beginners:
Need for REST API
What is REST API?
Features of REST API
Principles of REST API
Methods of REST API
How to implement REST API?
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
This document provides an overview of a RESTful JSON API. It discusses that the API uses a REST design with JSON as the output format. It also describes other common protocols like SOAP and XML-RPC. The API is intended for use by desktop, mobile, and third-party web applications that can communicate over HTTP. Key aspects covered include input-output design, error handling, documentation, and user authentication using OAuth. The API implementation leverages the Sinatra framework with common logic modules to share data and configuration across applications. SDKs are also discussed to help integrate external apps with the API.
A brief overview of the significance of API Gateways in microservices architecture by providing Kong as an example.
Slide 2: Monolith Vs Microservices
Monolith:
Pros-
Simple to implement
Less integration test - easy to test
Easy to ship
Fast development
Cons-
Violates Open-Close principle
Nightmare when it comes to managing the code
Difficult to enhance
Bigger artifacts
Hard to replace individual components like DB, Logger etc.
Microservices-
Pros-
Easy to manage
One reason to change
Dynamic scaling
Single responsibility
Cons-
Multiple points of failure
Hard to test - rich integration tests required
Heterogeneity in infrastructure
Slide 3: API Gateway Pattern
It is microservices design pattern.
An API gateway is a service which is the entry point into the application from the outside world. It’s responsible for request routing, API composition, and other functions, such as authentication.
There are a lot of issues when client is talking to multiple components to get the job done. These include multiple proxies at client side, different logic to handle different calls, client needs to know the implementation details of server.
A much better approach is for a client to make a single request to what’s known as an API gateway. An API gateway is a service which is the single entry-point for API requests into an application. It’s similar to the Facade pattern from object-oriented design. Like a facade, an API gateway encapsulates the application’s internal architecture and provides an API to its clients. It might also have other responsibilities, such as authentication, monitoring, and rate limiting.
These are also termed as BFF - Backend For Frontend
Slide 4: API Gateway in Action
It acts as a “backend for the frontend”. The clients do not know which services they are talking to. They communicate with a single interface - API Gateway. The gateway resolves the client requests and distributes them to respective services.
Slide 7: Kong Architecture
Kong is a cloud-native, fast, scalable, and distributed Microservice Abstraction Layer (also known as an API Gateway, API Middleware or in some cases Service Mesh). Made available as an open-source project in 2015, its core values are high performance and extensibility.
Actively maintained, Kong is widely used in production at companies ranging from startups to Global 5000 as well as government organizations.
API Gateways are the well suited service for microservices architecture. It provides many security and performance related features along with reliability of the system. These slides explains what is API Gateway. What is microservices architecture, its benefits and how API Gateway empower this architecture. Further more API Gateway aggregation is explained with an example.
The document outlines an API governance framework consisting of 6 key components:
1) API Organization to establish guiding principles, roadmaps, funding models, roles and responsibilities.
2) Policies, procedures and standards for operating models, best practices and API development guidelines.
3) Risk controls for regulatory compliance, security controls and risk adjudication.
4) Technology and platforms including service gateways, registries and reference architectures.
5) Vendor management for 3rd party relationships and data ownership implications.
6) Change management to address business impacts, communications and API marketplace updates.
The framework provides governance for API teams to deliver solutions within organizational risk appetite.
App & API Monitoring: Building a 5-Star Reputation for your AppsApigee | Google Cloud
This document discusses the importance of application and API performance monitoring. It recommends using both synthetic transaction monitoring and real user monitoring techniques. Synthetic monitoring can monitor APIs continuously but does not simulate real users, while real user monitoring captures issues from real users but requires instrumentation and sufficient traffic. The document demonstrates Apigee tools that can be used for both synthetic and real user monitoring and performance testing. It emphasizes that success depends on meeting users' performance expectations and that multiple monitoring techniques should be used.
WaveMaker helps enterprises develop, publish, manage, and consume APIs to create successful API programs and ecosystems. It provides a full end-to-end API solution that allows enterprises to quickly generate REST APIs from data and legacy systems, publish and securely manage APIs, and enable rapid application development for internal and external consumption of APIs. Key benefits include automated API generation, mock data creation, enterprise-grade security, detailed monitoring, and support for building an application ecosystem around published APIs.
The document discusses using Postman to test REST APIs. Postman is an HTTP client that allows users to create and test HTTP requests. It provides a multi-window interface to work on APIs. Users can create requests, view responses, add variables, write test scripts, and view test results in Postman. The document also provides an example of testing the Newbook API, including GET, POST, PATCH, and other requests.
Watch the live demo of Apigee's API platform to learn how to:
- easily configure and manage new APIs and enforce security with minimal impact to backend services
- create, manage and monetize API products
- extend API Services to increase flexibility and tailor to business requirements with JavaScript, Java, Python, and Node.js
- provide developers easy, yet secure access to explore, test, and deploy APIs
- use end-to-end visibility across the digital value chain to monitor, measure, and manage success
The document discusses microservices architecture and how to implement it using Spring Boot and Spring Cloud. It describes how microservices address challenges with monolithic architectures like scalability and innovation. It then covers how to create a microservices-based application using Spring Boot, register services with Eureka, communicate between services using RestTemplate and Feign, and load balance with Ribbon.
Test in Rest. API testing with the help of Rest Assured.Artem Korchevyi
Presentation for Autumn QC meetup 2018 (UA, Ivano-Frankivsk) about testing REST Api with demo example how to develop tests. Project here - https://github.com/Antracot/TestInRest
Presented by Nikola Vasilev on SkopjeTechMeetup 7.
Representational state transfer (REST) can be thought of as the language of the Internet. Now with cloud usage on the rise, REST is a logical choice for building APIs that allow end users to connect and interact with cloud services. This talk will deliver more insight into the challenges on building and maintaining good and clean RESTful APIs.
Apigee Edge is an API management platform that helps businesses achieve digital acceleration at scale. It provides capabilities for API management, development services, analytics services, backend as a service (BaaS), and security. Apigee Edge has over 30 out-of-the-box policies that can be configured and attached at different points to manage API interactions, optimize performance, and secure APIs. It also allows for scripting and node.js extensions. The platform offers self-service developer onboarding tools, branded developer portals, and analytics for visibility into top APIs, developers, apps, and products.
My presentation from Nordic APIs 2014 in Stockholm, Sweden.
How can the architecture of one API platform look like? How can you break down things to make this challenge easier?
Simple REST-API overview for developers. An newer version is here: https://www.slideshare.net/patricksavalle/super-simple-introduction-to-restapis-2nd-version-127968966
This document provides an overview of server-side request forgery (SSRF) vulnerabilities. It defines SSRF as allowing an attacker to induce a server to make HTTP requests to domains of the attacker's choosing. The document covers the types of SSRF (basic and blind), impact (exposing internal systems or remote code execution), methods for finding SSRF vulnerabilities, exploitation techniques like bypassing filters, and mitigations like using whitelists instead of blacklists. Tools for finding and exploiting SSRF vulnerabilities are also listed.
This document discusses principles for effective API design. It defines an API as providing a way for developers to interact with and consume a service. It outlines six principles for API design: design first, choose the right runtime, define contracts, monitor usage, continuously improve, and socialize APIs. The principles emphasize designing for developers and specific use cases, ensuring scalability and reliability of the runtime, and engaging with developers through documentation and community. Well-designed APIs that follow these principles can become valuable products and ecosystems, while mediocre APIs that don't engage stakeholders may fail to meet business objectives.
In this community call, we will discuss the highlights of WSO2 API Manager 4.0 including
- Why we moved from WSO2 API Manager 3.2.0 to 4.0.0.
- New architectural changes
- Overview of the new features with a demo
- Improvements to the existing features and deprecated features
Recording: https://youtu.be/_ks4zEeRFdk
Sign up to get notified of future calls: https://bit.ly/373f4ae
WSO2 API Manager Community Channels:
- Slack: https://apim-slack.wso2.com
- Twitter: https://twitter.com/wso2apimanager
What is REST API? REST API Concepts and Examples | EdurekaEdureka!
YouTube Link: https://youtu.be/rtWH70_MMHM
** Node.js Certification Training: https://www.edureka.co/nodejs-certification-training **
This Edureka PPT on 'What is REST API?' will help you understand the concept of RESTful APIs and show you the implementation of REST APIs'. Following topics are covered in this REST API tutorial for beginners:
Need for REST API
What is REST API?
Features of REST API
Principles of REST API
Methods of REST API
How to implement REST API?
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
This document provides an overview of a RESTful JSON API. It discusses that the API uses a REST design with JSON as the output format. It also describes other common protocols like SOAP and XML-RPC. The API is intended for use by desktop, mobile, and third-party web applications that can communicate over HTTP. Key aspects covered include input-output design, error handling, documentation, and user authentication using OAuth. The API implementation leverages the Sinatra framework with common logic modules to share data and configuration across applications. SDKs are also discussed to help integrate external apps with the API.
A brief overview of the significance of API Gateways in microservices architecture by providing Kong as an example.
Slide 2: Monolith Vs Microservices
Monolith:
Pros-
Simple to implement
Less integration test - easy to test
Easy to ship
Fast development
Cons-
Violates Open-Close principle
Nightmare when it comes to managing the code
Difficult to enhance
Bigger artifacts
Hard to replace individual components like DB, Logger etc.
Microservices-
Pros-
Easy to manage
One reason to change
Dynamic scaling
Single responsibility
Cons-
Multiple points of failure
Hard to test - rich integration tests required
Heterogeneity in infrastructure
Slide 3: API Gateway Pattern
It is microservices design pattern.
An API gateway is a service which is the entry point into the application from the outside world. It’s responsible for request routing, API composition, and other functions, such as authentication.
There are a lot of issues when client is talking to multiple components to get the job done. These include multiple proxies at client side, different logic to handle different calls, client needs to know the implementation details of server.
A much better approach is for a client to make a single request to what’s known as an API gateway. An API gateway is a service which is the single entry-point for API requests into an application. It’s similar to the Facade pattern from object-oriented design. Like a facade, an API gateway encapsulates the application’s internal architecture and provides an API to its clients. It might also have other responsibilities, such as authentication, monitoring, and rate limiting.
These are also termed as BFF - Backend For Frontend
Slide 4: API Gateway in Action
It acts as a “backend for the frontend”. The clients do not know which services they are talking to. They communicate with a single interface - API Gateway. The gateway resolves the client requests and distributes them to respective services.
Slide 7: Kong Architecture
Kong is a cloud-native, fast, scalable, and distributed Microservice Abstraction Layer (also known as an API Gateway, API Middleware or in some cases Service Mesh). Made available as an open-source project in 2015, its core values are high performance and extensibility.
Actively maintained, Kong is widely used in production at companies ranging from startups to Global 5000 as well as government organizations.
API Gateways are the well suited service for microservices architecture. It provides many security and performance related features along with reliability of the system. These slides explains what is API Gateway. What is microservices architecture, its benefits and how API Gateway empower this architecture. Further more API Gateway aggregation is explained with an example.
The document outlines an API governance framework consisting of 6 key components:
1) API Organization to establish guiding principles, roadmaps, funding models, roles and responsibilities.
2) Policies, procedures and standards for operating models, best practices and API development guidelines.
3) Risk controls for regulatory compliance, security controls and risk adjudication.
4) Technology and platforms including service gateways, registries and reference architectures.
5) Vendor management for 3rd party relationships and data ownership implications.
6) Change management to address business impacts, communications and API marketplace updates.
The framework provides governance for API teams to deliver solutions within organizational risk appetite.
App & API Monitoring: Building a 5-Star Reputation for your AppsApigee | Google Cloud
This document discusses the importance of application and API performance monitoring. It recommends using both synthetic transaction monitoring and real user monitoring techniques. Synthetic monitoring can monitor APIs continuously but does not simulate real users, while real user monitoring captures issues from real users but requires instrumentation and sufficient traffic. The document demonstrates Apigee tools that can be used for both synthetic and real user monitoring and performance testing. It emphasizes that success depends on meeting users' performance expectations and that multiple monitoring techniques should be used.
WaveMaker helps enterprises develop, publish, manage, and consume APIs to create successful API programs and ecosystems. It provides a full end-to-end API solution that allows enterprises to quickly generate REST APIs from data and legacy systems, publish and securely manage APIs, and enable rapid application development for internal and external consumption of APIs. Key benefits include automated API generation, mock data creation, enterprise-grade security, detailed monitoring, and support for building an application ecosystem around published APIs.
Apigee Edge is a platform for API management that allows organizations to securely publish, monitor, and manage APIs. It provides API services including security, traffic management, analytics, and developer services. Apigee Edge handles the full lifecycle of APIs from development to publishing to consumption. It offers capabilities for access control, analytics, monitoring, documentation and more to help organizations maximize the value of their APIs.
Apigee and Amazon Web Services join together in this webcast to discuss using Apigee's API management for AWS-powered backends. API management makes it easy to expose and consume APIs from services built on AWS. Whether your backend runs on EC2, DynamoDB, or AWS Lambda, we'll show you the best way to build AWeSome APIs.
Are your APIs becoming too complicated and ad hoc? Feeling the need to set up policies for your API? This presentation will give you strategy options for designing and developing your APIs.
MuleSoft Surat Meetup#51 - API Monitoring - Through a New LensJitendra Bafna
The document summarizes an API monitoring meetup hosted by the Surat MuleSoft Meetup Group. The meetup discussed API monitoring in a new perspective to make APIs self-healing. It covered how APIs are central to digital enterprises, different types of APIs and challenges, various types of API monitoring including synthetic and real user monitoring, key parameters to monitor like runtime, management, and business events, and a conceptual next generation intelligent event processing engine that could enable situational auto-deployment, auto-scaling, predictive analytics and periodic design suggestions based on monitoring data to make APIs self-sufficient.
Learn about how to protect your digital assets from known external threats at the API layer. Secure your assets against threats like SQL injection, JSON threat protection and application DoS. Protect your apps from cyber threats and bad bots with data-driven enterprise grade API security and Adaptive Threat Protection.
Deep-Dive: API Analytics and Business KPIs - Measure what mattersApigee | Google Cloud
You know you have to measure the data that flows across your APIs. But how do you move beyond basic operational metrics to deep visibility? How do you measure KPIs that provide meaningful business insights and drive the kinds of experiences your customers expect?
In this deep-dive, we discuss how Apigee Edge enables self-service, end-to-end visibility on every aspect of your API program to help you drive your business decisions.
We'll discuss:
- best practices to build an analytically driven business
- business intelligence vs. API analytics - why are they different
- how to enable developers through data
- demo of Apigee Edge analytics
Watch Video: https://youtu.be/8ERgD56Ov3k
Download Podcast: http://bit.ly/1L6Npns
This document discusses moving towards an API-centric architecture. It defines APIs as interfaces that allow apps to access backend services and resources. It outlines how apps have evolved from thick clients to thin clients that use APIs to access resources in the cloud. It also discusses how internal and external resources are increasingly being exposed via APIs. Finally, it discusses benefits of a microservices architecture and how organizations can evolve their architectures to be API-first by exposing all services and resources via APIs.
Manage your ap is securely and easily ibm apim 4.0sflynn073
IBM API Management provides tools to securely manage APIs. It allows organizations to [1] expose business services as APIs to internal and external developers, [2] manage and monitor the entire API platform, and [3] engage with app developers through self-service portals. The solution helps organizations join the API economy by enabling them to define, publish, and manage APIs while addressing the needs of multiple stakeholders such as API developers, app developers, and operations teams.
Are Your Microservices Naked and Afraid? VMware Tanzu
SpringOne Platform 2016
Speakers: Alan Ho; Head of Developer Programs, Apigee. Sandeep Murusupalli; Solutions Architect, Apigee.
The Cloud is a wild and dangerous place and can create seriously unpredictable traffic to your microservices. Without proper protection & monitoring, your microservices are vulnerable to hackers, self-inflicted denial of service attacks, and extremely high infrastructure costs. Furthermore, as internal data centers begin to mirror the Cloud itself, developers and architects need to rethink services monitoring and protection for both externalized microservice APIs and internal APIs. Attend this session to learn what is the right type of protection (OAuth / Throttling) and monitoring (e.g. bot monitoring) you need to put in place to avoid your microservices becoming a mega-disaster.
WSO2Con 2025 - AI-Driven API Design, Development, and Consumption with Enhanc...WSO2
As APIs continue to evolve, AI is transforming how they are designed, consumed, and governed. By integrating AI-driven capabilities, organizations can streamline workflows, enhance automation, and ensure compliance—making API management more intelligent, efficient, and adaptive.
This session explores how AI can be applied across the API lifecycle, from intelligent design recommendations to optimizing consumption patterns and enforcing governance policies. Through real-world examples, we will demonstrate how AI enhances API interactions, automates compliance, strengthens security, and integrates seamlessly with development workflows.
By the end of this session, attendees will gain valuable insights into leveraging AI for API management, balancing automation with governance, and building smarter, more secure API ecosystems. Whether you're an API developer, architect, or platform engineer, this session will provide practical strategies for the future of AI-enhanced API management.
Presentation from the technology track at I Love APIs London 2016 featuring Dhananjay Tripathi, Bupa and Ian Cooper, Thomson Reuters.
Building an API program in a large enterprise requires a new mindset relative to traditional SOA principles. In this session, learn about the required shift in thinking, from orchestration and mediation in ESBs to API-first design approaches, and the need to promote, socialize, monitor, and assess APIs once they are exposed.
IBM API Management provides a fully on-premise, multi-tenant solution for API providers to fully manage and control APIs. It allows users to easily create, assemble, secure, publish, monitor, and manage APIs. The solution addresses the needs of multiple stakeholders, including API developers, application developers, API product managers, and operations leads.
This document discusses APIs and summarizes several studies on API usage:
1. It introduces APIs and common approaches used to analyze them like text matching and bytecode analysis.
2. It summarizes four studies: a) a client lag time study finding clients do not often upgrade API versions, b) an API usage study finding small portions are used, c) a popularity and bug relationship study finding popular parts are better tested, and d) an API deprecation study finding clients rarely react to deprecated artifacts.
3. The API deprecation study is discussed in more detail, presenting example clients and findings such as the time frame of reaction and that clients tend to delete rather than replace deprecated references.
FOSDEM 2024 - Deploy Fast, Without Breaking Things: Level Up APIOps With Open...SonjaChevre
For developers building distributed applications, few things are more frustrating than having an API break unexpectedly. When an API changes in a backwards-incompatible way, it can disrupt downstream consumers. Suddenly, applications start failing, integrations break, and developers are left scrambling to fix the issues.
How can developers deploy changes fast without breaking APIs and maintain stability for consumers? By adding modern observability techniques to their APIOps pipeline.
In this talk, we will start together from a traditional APIOps pipeline in ArgoCD and explore how incorporating modern observability techniques can help developers deploy changes quickly and efficiently while maintaining stability for API consumers.
In this presentation, Sonja (Group Product Manager in the API space) and Adnan (5 years in the observability space) are combining their expertise to present best practices for detecting and resolving API issues in production.
Building an API Factory: Turn your APIs into ProductsNuwan Dias
The document outlines steps for building an API product factory, including observing API usage, building, testing, deploying, and evangelizing APIs. It discusses strategies for API goals and architecture, designing APIs, integrating systems, securing APIs, managing the API lifecycle, documenting APIs, testing, deployment, evangelism, observing metrics, and evolving APIs over time. The overall process aims to turn APIs into well-managed products.
This document discusses monetizing APIs and summarizes a case study of MapQuest's efforts to do so. It describes how MapQuest transitioned from a premium support model with high prices to a self-service platform with free, paid, and enterprise plans. This allowed them to grow their developer base from 9,693 free users to include 121 paid users. It highlights how partnering with Apigee helped MapQuest automate processes and launch their new platform successfully in only 4 months.
APIs have revolutionized how companies build new marketing channels, access new customers, and create ecosystems. Enabling all this requires the exposure of APIs to a broad range of partners and developers—and potential threats.
Learn more about the latest API security issues.
Magazine Luiza is a top retailer in Brazil that operates 800 stores and nine distribution centers. It sets itself apart from rivals with its multi-channel sales platform and innovative digital strategies. Magazine Luiza leveraged Apigee to unite frontend and backend development efforts, enabling it to unlock the value of data to deliver modern apps for employees and customers. It used Apigee to establish its online marketplace, increasing the number of SKUs it offers to Brazilian shoppers by nearly 30x, and enabling smaller companies outside Brazil to join the market via APIs.
Do you want to scale your API program? Do you want to create new business opportunities with developers and partners? If so, monetization might be the right strategy for you.
Monetization is influencing how APIs are delivered. It provides the flexibility to generate different API consumption models for developers, and it opens opportunities to derive value from APIs, for developers and for partners.
Learn about:
- Monetization trends and best practices
- The industries that leverage API monetization today
- The future of monetization
Ticketmaster, the leader in ticket sales and distribution, uses APIs to simplify event discovery and partnerships.
APIs and API management are key to the company realizing its mission to “bring moments of joy to fans everywhere.”
AccuWeather: Recasting API Experiences in a Developer-First WorldApigee | Google Cloud
Learn about the strategy behind AccuWeather’s decision to launch a developer portal and the technology and business considerations required to open up its APIs.
App modernization projects are hard. Enterprises are looking to cloud-native platforms like Pivotal Cloud Foundry to run their applications, but they’re worried about the risks inherent to any replatforming effort.
Fortunately, several repeatable patterns of successful incremental migration have emerged.
In this webcast, Google Cloud’s Prithpal Bhogill and Pivotal’s Shaun Anderson will discuss best practices for app modernization and securely and seamlessly routing traffic between legacy stacks and Pivotal Cloud Foundry.
Apigee's Ed Anuff and Bala Kasiviswanathan will discuss how these forces inform and drive the Apigee product roadmap. Join Ed and Bala for a preview of how Apigee will deliver on its product goals, including a common stack that enables us to address our customers' multi-cloud opportunity. Learn how we'll help companies transition to the PaaS/cloud-native future, how we'll leverage Google's OSS presence, and how we will continue to emphasize the needs of developers.
We'll explore how 4 forces will impact the API market over the next two to four years, and how hybrid- and multi-cloud, open source, developer-led adoption, and cloud-native application architecture are driving profound changes in the API market.
With a focus on three core customer strategies: convenience, loyalty, and extraordinary customer and patient care, Walgreens uses Apigee to: connect digital experiences directly to stores; extend its assets into innovative ecosystems and increase the value of its stores; improve the developer experience
Learn how to deploy a lean API runtime infrastructure in your private enterprise environment while getting all the benefits of Apigee Edge API management in the cloud.
Dive into a reference architecture that demonstrates the patterns and practices for securely connecting microservices together using Apigee Edge integration for Pivotal Cloud Foundry.
We will discuss:
- basics for building cloud-native applications as microservices on - Pivotal Cloud Foundry using Spring Boot and Spring Cloud Services
- patterns and practices that are enabling small autonomous microservice teams to provision backing services for their applications
- how to securely expose microservices over HTTP using Apigee Edge for PCF
Watch the webcast here: https://youtu.be/ETT6WP-3me0
Pitney Bowes uses API management to deliver a broad set of cloud-based digital ecommerce capabilities, enable extensive partnerships, and optimize its own operations.
Microservices Done Right: Key Ingredients for Microservices SuccessApigee | Google Cloud
This document discusses microservices and keys to microservices success. It defines microservices as independently deployable services that work together. Microservices allow for agility, reuse, and productivity. The document outlines how enterprises are adopting microservices with containers, registries, auto-scaling and blue/green deployments. It emphasizes that REST APIs are a key ingredient for microservices success by enabling consumption and shielding consumers from complexity. The document also notes that microservices will fail without API management for issues like API sprawl, security threats and lack of visibility. It positions Apigee as providing the API layer and management capabilities needed for successful microservices.
Google has invested $27 billion in data centers worldwide since 2014 to build the world's fastest and most powerful cloud infrastructure. In 2016, Google Cloud Platform experienced 36% year-over-year growth in bookings, a 50% increase in net customer count, and over 90 new features shipped. Google processes over 1 billion API calls per day and saw 58% year-over-year growth in Black Friday traffic.
The document summarizes what Google learned over 10+ years of building cloud infrastructure and services, including embracing assumptions of running everything in the cloud, redundancy across data centers, and eventual consistency. It discusses trends that emerged like containers, microservices, serverless computing, and security becoming even more important. The key lessons are to not compromise on developer productivity, be open to alternatives but cautious of blindly following trends, and that security can never be too careful.
AI and machine learning are rapidly being applied across many domains:
- Neural networks can learn complex patterns from large amounts of data and be applied to tasks like image recognition and machine translation.
- Google has incorporated deep learning into many of its products from Google Photos for image identification to Smart Reply in Gmail.
- As APIs for vision, translation, and other tasks become available, they will deeply impact developers and applications by embedding intelligence.
Google has invested $27 billion in data centers worldwide since 2014 to build the world's fastest and most powerful cloud infrastructure. In 2016, Google Cloud Platform experienced 36% year-over-year growth in bookings, a 50% increase in net customer count, and over 90 new features shipped. Google processes over 1 billion API calls per day and saw 58% year-over-year growth in Black Friday traffic.
The document summarizes what Google learned over 10+ years of building cloud infrastructure and services, including embracing assumptions of running everything in the cloud, redundancy across data centers, and eventual consistency. It discusses trends that emerged like containers, microservices, serverless computing, and security becoming even more important. The key lessons are to not compromise on developer productivity, be open to alternatives but cautious of blindly following trends, and that security can never be too careful.
Artificial intelligence is already having a major impact and there are even more possibilities ahead. AI is improving lives in many areas such as healthcare, education, transportation and more. While AI brings benefits, it also presents challenges that must be addressed regarding jobs, safety, ethics and more to help ensure AI's development and use improves life for all.
For the past 15 years, Google has been building powerful cloud infrastructure and investing over $27 billion in data centers worldwide since 2014. Google Cloud Platform is used by over 1 billion users and powers seven cloud products. The document discusses Google's leadership in hybrid cloud offerings, growth in cloud bookings and customer count, and increasing number of API calls processed daily. It also outlines Google's vision for an API-first approach and building digital ecosystems through APIs that enable software and services to interconnect.
Avast Premium Security Crack FREE Latest Version 2025mu394968
🌍📱👉COPY LINK & PASTE ON GOOGLE https://dr-kain-geera.info/👈🌍
Avast Premium Security is a paid subscription service that provides comprehensive online security and privacy protection for multiple devices. It includes features like antivirus, firewall, ransomware protection, and website scanning, all designed to safeguard against a wide range of online threats, according to Avast.
Key features of Avast Premium Security:
Antivirus: Protects against viruses, malware, and other malicious software, according to Avast.
Firewall: Controls network traffic and blocks unauthorized access to your devices, as noted by All About Cookies.
Ransomware protection: Helps prevent ransomware attacks, which can encrypt your files and hold them hostage.
Website scanning: Checks websites for malicious content before you visit them, according to Avast.
Email Guardian: Scans your emails for suspicious attachments and phishing attempts.
Multi-device protection: Covers up to 10 devices, including Windows, Mac, Android, and iOS, as stated by 2GO Software.
Privacy features: Helps protect your personal data and online privacy.
In essence, Avast Premium Security provides a robust suite of tools to keep your devices and online activity safe and secure, according to Avast.
Designing AI-Powered APIs on Azure: Best Practices& ConsiderationsDinusha Kumarasiri
AI is transforming APIs, enabling smarter automation, enhanced decision-making, and seamless integrations. This presentation explores key design principles for AI-infused APIs on Azure, covering performance optimization, security best practices, scalability strategies, and responsible AI governance. Learn how to leverage Azure API Management, machine learning models, and cloud-native architectures to build robust, efficient, and intelligent API solutions
Exceptional Behaviors: How Frequently Are They Tested? (AST 2025)Andre Hora
Exceptions allow developers to handle error cases expected to occur infrequently. Ideally, good test suites should test both normal and exceptional behaviors to catch more bugs and avoid regressions. While current research analyzes exceptions that propagate to tests, it does not explore other exceptions that do not reach the tests. In this paper, we provide an empirical study to explore how frequently exceptional behaviors are tested in real-world systems. We consider both exceptions that propagate to tests and the ones that do not reach the tests. For this purpose, we run an instrumented version of test suites, monitor their execution, and collect information about the exceptions raised at runtime. We analyze the test suites of 25 Python systems, covering 5,372 executed methods, 17.9M calls, and 1.4M raised exceptions. We find that 21.4% of the executed methods do raise exceptions at runtime. In methods that raise exceptions, on the median, 1 in 10 calls exercise exceptional behaviors. Close to 80% of the methods that raise exceptions do so infrequently, but about 20% raise exceptions more frequently. Finally, we provide implications for researchers and practitioners. We suggest developing novel tools to support exercising exceptional behaviors and refactoring expensive try/except blocks. We also call attention to the fact that exception-raising behaviors are not necessarily “abnormal” or rare.
How Valletta helped healthcare SaaS to transform QA and compliance to grow wi...Egor Kaleynik
This case study explores how we partnered with a mid-sized U.S. healthcare SaaS provider to help them scale from a successful pilot phase to supporting over 10,000 users—while meeting strict HIPAA compliance requirements.
Faced with slow, manual testing cycles, frequent regression bugs, and looming audit risks, their growth was at risk. Their existing QA processes couldn’t keep up with the complexity of real-time biometric data handling, and earlier automation attempts had failed due to unreliable tools and fragmented workflows.
We stepped in to deliver a full QA and DevOps transformation. Our team replaced their fragile legacy tests with Testim’s self-healing automation, integrated Postman and OWASP ZAP into Jenkins pipelines for continuous API and security validation, and leveraged AWS Device Farm for real-device, region-specific compliance testing. Custom deployment scripts gave them control over rollouts without relying on heavy CI/CD infrastructure.
The result? Test cycle times were reduced from 3 days to just 8 hours, regression bugs dropped by 40%, and they passed their first HIPAA audit without issue—unlocking faster contract signings and enabling them to expand confidently. More than just a technical upgrade, this project embedded compliance into every phase of development, proving that SaaS providers in regulated industries can scale fast and stay secure.
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Ranjan Baisak
As software complexity grows, traditional static analysis tools struggle to detect vulnerabilities with both precision and context—often triggering high false positive rates and developer fatigue. This article explores how Graph Neural Networks (GNNs), when applied to source code representations like Abstract Syntax Trees (ASTs), Control Flow Graphs (CFGs), and Data Flow Graphs (DFGs), can revolutionize vulnerability detection. We break down how GNNs model code semantics more effectively than flat token sequences, and how techniques like attention mechanisms, hybrid graph construction, and feedback loops significantly reduce false positives. With insights from real-world datasets and recent research, this guide shows how to build more reliable, proactive, and interpretable vulnerability detection systems using GNNs.
Not So Common Memory Leaks in Java WebinarTier1 app
This SlideShare presentation is from our May webinar, “Not So Common Memory Leaks & How to Fix Them?”, where we explored lesser-known memory leak patterns in Java applications. Unlike typical leaks, subtle issues such as thread local misuse, inner class references, uncached collections, and misbehaving frameworks often go undetected and gradually degrade performance. This deck provides in-depth insights into identifying these hidden leaks using advanced heap analysis and profiling techniques, along with real-world case studies and practical solutions. Ideal for developers and performance engineers aiming to deepen their understanding of Java memory management and improve application stability.
Adobe After Effects Crack FREE FRESH version 2025kashifyounis067
🌍📱👉COPY LINK & PASTE ON GOOGLE http://drfiles.net/ 👈🌍
Adobe After Effects is a software application used for creating motion graphics, special effects, and video compositing. It's widely used in TV and film post-production, as well as for creating visuals for online content, presentations, and more. While it can be used to create basic animations and designs, its primary strength lies in adding visual effects and motion to videos and graphics after they have been edited.
Here's a more detailed breakdown:
Motion Graphics:
.
After Effects is powerful for creating animated titles, transitions, and other visual elements to enhance the look of videos and presentations.
Visual Effects:
.
It's used extensively in film and television for creating special effects like green screen compositing, object manipulation, and other visual enhancements.
Video Compositing:
.
After Effects allows users to combine multiple video clips, images, and graphics to create a final, cohesive visual.
Animation:
.
It uses keyframes to create smooth, animated sequences, allowing for precise control over the movement and appearance of objects.
Integration with Adobe Creative Cloud:
.
After Effects is part of the Adobe Creative Cloud, a suite of software that includes other popular applications like Photoshop and Premiere Pro.
Post-Production Tool:
.
After Effects is primarily used in the post-production phase, meaning it's used to enhance the visuals after the initial editing of footage has been completed.
🌍📱👉COPY LINK & PASTE ON GOOGLE http://drfiles.net/ 👈🌍
Adobe Illustrator is a powerful, professional-grade vector graphics software used for creating a wide range of designs, including logos, icons, illustrations, and more. Unlike raster graphics (like photos), which are made of pixels, vector graphics in Illustrator are defined by mathematical equations, allowing them to be scaled up or down infinitely without losing quality.
Here's a more detailed explanation:
Key Features and Capabilities:
Vector-Based Design:
Illustrator's foundation is its use of vector graphics, meaning designs are created using paths, lines, shapes, and curves defined mathematically.
Scalability:
This vector-based approach allows for designs to be resized without any loss of resolution or quality, making it suitable for various print and digital applications.
Design Creation:
Illustrator is used for a wide variety of design purposes, including:
Logos and Brand Identity: Creating logos, icons, and other brand assets.
Illustrations: Designing detailed illustrations for books, magazines, web pages, and more.
Marketing Materials: Creating posters, flyers, banners, and other marketing visuals.
Web Design: Designing web graphics, including icons, buttons, and layouts.
Text Handling:
Illustrator offers sophisticated typography tools for manipulating and designing text within your graphics.
Brushes and Effects:
It provides a range of brushes and effects for adding artistic touches and visual styles to your designs.
Integration with Other Adobe Software:
Illustrator integrates seamlessly with other Adobe Creative Cloud apps like Photoshop, InDesign, and Dreamweaver, facilitating a smooth workflow.
Why Use Illustrator?
Professional-Grade Features:
Illustrator offers a comprehensive set of tools and features for professional design work.
Versatility:
It can be used for a wide range of design tasks and applications, making it a versatile tool for designers.
Industry Standard:
Illustrator is a widely used and recognized software in the graphic design industry.
Creative Freedom:
It empowers designers to create detailed, high-quality graphics with a high degree of control and precision.
Exploring Wayland: A Modern Display Server for the FutureICS
Wayland is revolutionizing the way we interact with graphical interfaces, offering a modern alternative to the X Window System. In this webinar, we’ll delve into the architecture and benefits of Wayland, including its streamlined design, enhanced performance, and improved security features.
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...Eric D. Schabell
It's time you stopped letting your telemetry data pressure your budgets and get in the way of solving issues with agility! No more I say! Take back control of your telemetry data as we guide you through the open source project Fluent Bit. Learn how to manage your telemetry data from source to destination using the pipeline phases covering collection, parsing, aggregation, transformation, and forwarding from any source to any destination. Buckle up for a fun ride as you learn by exploring how telemetry pipelines work, how to set up your first pipeline, and exploring several common use cases that Fluent Bit helps solve. All this backed by a self-paced, hands-on workshop that attendees can pursue at home after this session (https://o11y-workshops.gitlab.io/workshop-fluentbit).
Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMaxim Salnikov
Imagine if apps could think, plan, and team up like humans. Welcome to the world of AI agents and agentic user interfaces (UI)! In this session, we'll explore how AI agents make decisions, collaborate with each other, and create more natural and powerful experiences for users.
Secure Test Infrastructure: The Backbone of Trustworthy Software DevelopmentShubham Joshi
A secure test infrastructure ensures that the testing process doesn’t become a gateway for vulnerabilities. By protecting test environments, data, and access points, organizations can confidently develop and deploy software without compromising user privacy or system integrity.
AgentExchange is Salesforce’s latest innovation, expanding upon the foundation of AppExchange by offering a centralized marketplace for AI-powered digital labor. Designed for Agentblazers, developers, and Salesforce admins, this platform enables the rapid development and deployment of AI agents across industries.
Email: [email protected]
Phone: +1(630) 349 2411
Website: https://www.fexle.com/blogs/agentexchange-an-ultimate-guide-for-salesforce-consultants-businesses/?utm_source=slideshare&utm_medium=pptNg
How can one start with crypto wallet development.pptxlaravinson24
This presentation is a beginner-friendly guide to developing a crypto wallet from scratch. It covers essential concepts such as wallet types, blockchain integration, key management, and security best practices. Ideal for developers and tech enthusiasts looking to enter the world of Web3 and decentralized finance.
Douwan Crack 2025 new verson+ License codeaneelaramzan63
Copy & Paste On Google >>> https://dr-up-community.info/
Douwan Preactivated Crack Douwan Crack Free Download. Douwan is a comprehensive software solution designed for data management and analysis.
Scaling GraphRAG: Efficient Knowledge Retrieval for Enterprise AIdanshalev
If we were building a GenAI stack today, we'd start with one question: Can your retrieval system handle multi-hop logic?
Trick question, b/c most can’t. They treat retrieval as nearest-neighbor search.
Today, we discussed scaling #GraphRAG at AWS DevOps Day, and the takeaway is clear: VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval.
GraphRAG builds a knowledge graph from source documents, allowing for a deeper understanding of the data + higher accuracy.
7. R
R
MP
MP
C*
C*
Region N
R
R
MP
MP
C*
C*
Region 1
Anatomy of an API call
7
Apigee
infrastructure
Incoming
app traffic
API proxies
and policies
Backend
targets
Valid requests
200
Invalid syntax
Wrong password
Expired token
Bad client requests
4xx
Proxy code
Policy violation
Callout errors
Failure
5xx
Memory
Bugs
Server down
Failure
5xx
Long latency
Timeouts
Server down
Failure
5xx
13. How do you measure latencies globally?
13
Edge of Network
Synthetic API calls
Washington DC - US
Oregon - US
Dublin - Ireland
Sydney - Australia
APIs
1.Measure response times
2.Validate response codes
3.Compare across regions
4.Alerts upon problems
API Health*
Quick Check-Up for your APIs
* Beta
23. Mitigate
• Rapid response to API traffic issues
– Administered by Ops teams without requiring proxy editing
– Remediation actions to temporarily restore API traffic
• Isolate offending parties
– App blocking – respond to rogue or compromised apps or keys
– Traffic rerouting – redirect inbound traffic to new location
• Graceful degradation
– Traffic throttling – reduce flow to backend systems
– Fail fast – reduce long time-outs
#10: Traditional view of Availability based on uptime is flawed
System can be up but API calls could be really slow or failing
SLA = guarantee that API Success Rate > x%
API Success Rate = % API calls successfully handled
Manage risk and make commitments
API availability is critical to user experience
Unexpected API errors == potential lost revenues
Single metric measures quality of end-2-end API delivery network