Integration Resources

Orchestrating Microservices with Dapr: A Unified Approach

Explore how Dapr simplifies microservices orchestration, enabling scalable and secure microservices without infrastructure complexity.

May 20, 2025

by Vigneshwaran Manivelmurugan

· 4,004 Views

Next Evolution in Integration: Architecting With Intent Using Model Context Protocol

Model Context Protocol (MCP) introduces a design-first approach to integration, enabling intelligent, context-aware connectivity in distributed systems.

May 20, 2025

by Pradyumna Amasebail Kodgi

· 5,058 Views · 3 Likes

Secrets Sprawl and AI: Why Your Non-Human Identities Need Attention Before You Deploy That LLM

Your RAG implementation can expose secrets in some unexpected ways. Secure your LLM deployments and scrub knowledge bases to prevent your secrets from leaking.

May 20, 2025

by Dwayne McDaniel

· 3,546 Views · 2 Likes

The Smart Way to Talk to Your Database: Why Hybrid API + NL2SQL Wins

Plain-English questions against a live MySQL database in DBConvert Streams — and the five-table joins text-to-SQL wrote to answer them.

May 19, 2025

by Dmitry Narizhnykh

CORE

· 7,658 Views · 3 Likes

Accelerating Debugging in Integration Testing: An Efficient Search-Based Workflow for Impact Localization

Parallelized 5-Point Adaptive Search boosts debugging in CI/CD by rapidly finding failing builds using parallelism and early test result analysis.

May 16, 2025

by Arun Vishwanathan

· 3,233 Views · 1 Like

Integrating Google BigQuery With Amazon SageMaker

This guide explains how to connect Google BigQuery to Amazon SageMaker Studio using Data Wrangler for real-time machine learning.

May 15, 2025

by Shamnad Mohamed Shaffi

· 5,621 Views · 1 Like

Optimizing Integration Workflows With Spark Structured Streaming and Cloud Services

Learn how Spark Structured Streaming and cloud services optimize real-time data integration with scalable, fault-tolerant workflows for modern applications.

May 15, 2025

by Bharath Muddarla

· 7,971 Views · 3 Likes

Designing a Java Connector for Software Integrations

A Java connector unites different systems by allowing them to send information effectively while making crucial data freely available through interoperable interfaces.

May 15, 2025

by Anant Wairagade

· 7,743 Views · 1 Like

Integration Isn’t a Task — It’s an Architectural Discipline

Integration isn’t a quick fix — it’s core architecture. API-first design ensures systems stay flexible, scalable, and reliable.

May 15, 2025

by David Brown

CORE

· 5,159 Views · 2 Likes

Vibe Coding With GitHub Copilot: Optimizing API Performance in Fintech Microservices

Can GitHub Copilot optimize fintech APIs? We test its performance, help, vibe coding flow, real-world impact, and limits.

May 15, 2025

by Sibasis Padhi

· 8,468 Views · 8 Likes

Concourse CI/CD Pipeline: Webhook Triggers

Learn how to set up Concourse CI/CD pipelines, integrate GitHub webhooks, and deploy automation efficiently with step-by-step Docker and YAML examples.

May 13, 2025

by Karthigayan Devan

· 5,741 Views · 3 Likes

Revolutionizing Financial Monitoring: Building a Team Dashboard With OpenObserve

Find out how building a unified OpenObserve dashboard transformed my financial monitoring journey—cutting downtime, lowering cost, and enabling proactive operations.

May 9, 2025

by Sushma Kukkadapu

· 4,935 Views · 2 Likes

Event-Driven Architectures: Designing Scalable and Resilient Cloud Solutions

Learn how to enhance scalability, resilience, and efficiency in cloud solutions using event-driven architectures with this step-by-step guide.

May 7, 2025

by Srinivas Chippagiri

CORE

· 21,090 Views · 4 Likes

Unlocking the Benefits of a Private API in AWS API Gateway

Unlock new opportunities with Private APIs while staying vigilant against data exposure and unauthorized access. Learn how to secure your services effectively today.

May 5, 2025

by Satrajit Basu

CORE

· 6,544 Views · 3 Likes

APIs for Logistics Orchestration: Designing for Compliance, Exceptions, and Edge Cases

Logistics APIs aren’t just code, they’re legal, chaotic, exception-wrangling superheroes holding global trade together with duct tape and schema.

May 5, 2025

by Srikrishna Jayaram

· 2,953 Views

Comparing SaaS vs. PaaS for Kafka and Flink Data Streaming

SaaS vs. PaaS Data Streaming: Understand key differences in Apache Kafka and Flink cloud deployments to balance control, cost and ease of use.

May 2, 2025

by Kai Wähner

CORE

· 4,079 Views · 1 Like

Building Data Pipelines With Jira API

Automate Jira workflows via API with Python: tickets on pipeline failures, JQL reports, and data sync. Start with failed transfers and expand to dashboards and testing.

April 28, 2025

by Saeed Ashif Ahmed

· 4,951 Views · 1 Like

Contextual AI Integration for Agile Product Teams

This article introduces Contextual AI Integration for agile product teams. Stop treating AI as a team member to “onboard;“ AI is a tool that requires context.

April 28, 2025

by Stefan Wolpers

CORE

· 4,739 Views · 2 Likes

Failure Handling Mechanisms in Microservices and Their Importance

In this article, we will explore different failure-handling mechanisms in microservices and understand their importance in building resilient applications.

April 23, 2025

by Arunkumar Kallyodan

· 9,715 Views · 12 Likes

Docs That Write Themselves: Scaling With gRPC and Protobuf

Use .proto files as the single source of truth. Generate both documentation and service stubs from them. Move all contracts — including Kafka events — to gRPC.

April 18, 2025

by Ilia Ivankin

· 5,197 Views · 2 Likes

The Latest Integration Topics