Engineering Blog
Overcoming the AI Velocity Paradox in Security
Discover how the organizations can bridge the critical gap between rapid AI code generation and lagging security processes to prevent vulnerabilities and compliance risks.
Theory to Turbulence: Building a Developer-Friendly E2E Testing Framework for Chaos Platform
How we reduced chaos fault validation setup from 30 minutes to 5 using an API-driven, developer-first E2E testing framework.
.png)
Knowledge Graph + RAG: A Unified Approach to DevOps Intelligence
Learn how Harness uses a software delivery knowledge graph, a semantic layer, and RAG together to give DevOps teams deeply contextual, trustworthy AI automation that goes far beyond “chat over docs.”
From Concept to Reality: The Journey Behind Harness Database DevOps
Discover the story behind Harness Database DevOps, how research, community learning, and developer empathy shaped a platform designed to modernize database delivery.
You’re Late to the OpenTofu Party. Here’s Why That’s a Problem.
OpenTofu is revolutionizing Infrastructure as Code. Join us and contribute to the future of open-source automation today!
Go Memory Leak: How One Line Drained Memory Across 1000+ Goroutines | Harness
This technical deep-dive reveals how Harness engineers discovered and fixed a critical Go memory leak where reassigning context variables in worker loops created invisible chains that prevented garbage collection across thousands of goroutines, ultimately consuming gigabytes of memory in their CI/CD delegate service.
Seamless Data Sync from Google BigQuery to ClickHouse in an AWS Airgapped Environment
This article provides a comprehensive guide on syncing data from Google BigQuery to ClickHouse in a secure, airgapped AWS environment. It details the use of a corporate proxy server to address the challenges of restricted outbound communication and outlines the implementation steps involved.
DB Performance Testing with Harness FME
Explore how to effectively conduct DB performance testing using Harness FME, comparing popular databases like MariaDB and PostgreSQL through feature flags. Gain insights on optimizing database integrity and performance to enhance your web applications.
DevOps Meets AI: Evaluating the Performance of Leading LLMs
This blog post explores the integration of large language models (LLMs) into DevOps workflows, highlighting their role in automating pipeline generation and enhancing software delivery efficiency. It shares insights from an AI engineering team's evaluation of LLM performance in streamlining DevOps…
AI Agents vs Real-World Web Tasks: Harness Leads the Way in Enterprise Test Automation
This article explores the capabilities of AI agents in executing real-world enterprise web tasks, focusing on their performance in test automation for complex banking and business applications. It provides valuable benchmarks and insights for engineering teams looking to enhance their automation st…
Build a scalable cloud cost optimization recommendation system
This article details the development of a customizable, scalable engine for generating cloud cost optimization recommendations. By utilizing a policy-based approach, organizations can automate cost management across multiple cloud platforms, ensuring efficient resource utilization and significant s…
AI Tooling in Non-Greenfield Codebases
This blog post explores the integration of AI tooling in existing codebases, highlighting challenges and benefits faced by software engineers. Based on real experiences, it delves into the impact of AI coding assistants on API management and migration within the Harness platform.
The Modern Software Delivery Platform®
Need more info? Contact Sales