AI coding assistants can generate code faster, but without coordinated downstream improvements, teams face review, testing, and deployment bottlenecks, according to a new analysis of the 'agentic soft…
A developer outlines the shift toward Agentic DevOps, where autonomous AI agents replace static CI/CD pipelines by self-healing failures, dynamically orchestrating tests, and managing cloud costs. The…
AI agents for DevOps should be treated as planners, not executors, to prevent catastrophic errors from natural-language commands, according to a proposed governance-first architecture. The approach se…
A developer's guide details the migration from Tricentis Tosca to Katalon, citing high licensing costs, platform lock-in, and friction with modern CI/CD as key drivers. The guide advises categorizing …
PortSwigger's Burp Suite faces growing competition from alternatives like Aikido Security, Caido, ZAP, and Invicti as teams demand DAST that runs continuously in CI/CD, AI-powered pentesting, and visi…
A developer at Nylas built a CI/CD alert triage agent that uses its own email inbox to receive, cluster, and summarize noisy pipeline notifications. The agent, created via Nylas's custom grant API, re…
A team integrated an LLM into their Jenkins MR validation pipeline after a GitLab API token was accidentally committed and missed by two human reviewers. The LLM now automatically flags hardcoded cred…
A developer reports that AI assistants like Claude can save hours authoring GitLab CI YAML pipelines, but warns of common pitfalls including rules/except confusion, empty variables on MR pipelines, an…
SigNoz released a Jenkins integration using OpenTelemetry to monitor Jenkins jobs and pipelines as distributed traces. The setup involves installing the Jenkins OpenTelemetry plugin, configuring the O…
A developer argues that AI's most valuable contribution to DevOps is not automation but diagnosis, exposing hidden fragility in pipelines. By feeding CI/CD configs, runbooks, and incident postmortems …
Mallikarjun G D and Daniele Caldarigi published Jenkins blog posts on May 26, 2026, detailing two GSoC 2026 projects extending the Jenkins ecosystem with AI chatbot plugins. G D's plugin adds an LLM-a…
A cybersecurity prediction log forecasts a wave of low-skill attackers exploiting CI/CD configuration files (GitHub Actions, GitLab CI, CircleCI) at scale, beginning in Q3 2026. The prediction disting…
This article explains how the author's team reduced CI costs by replacing GitHub's managed runners with self-hosted EC2 spot instances, achieving a roughly 4x cost savings ($160 vs. $647 for 1,350 hou…
This article provides a step-by-step guide on building a CI/CD pipeline for a Dockerized Node.js application using Jenkins. It explains the transition from a manual deployment process, where a Jenkins…