Introducing Chunk Sidecars: Inner Loop Validation that Keeps up with Your Agents
CircleCI unveiled Chunk sidecars, lightweight microVM environments that run alongside developers' local workflows to validate AI‑generated code in real time. By auto‑detecting the tech stack and executing scoped microbuilds within 60 seconds, sidecars give agents immediate feedback, keeping the inner loop fast and clean. This shifts basic checks out of CI, allowing continuous‑integration pipelines to focus on integration, security, and release tasks. The feature is now in preview for any paid CircleCI plan, with snapshots and environment parity built in.
Terminal Dependencies for CircleCI Workflows: Always Run What Matters
CircleCI introduced a new "terminal" dependency state that lets downstream jobs run once upstream work reaches any final state—success, failure, cancellation, or never starting. This eliminates the need for duplicate cleanup or notification jobs and fragile branching logic in workflow...
How to Set up Rolling Deployments with CircleCI
The article walks through configuring a fully automated rolling deployment pipeline for a Node.js app on Kubernetes using CircleCI. It details building a Docker image, tagging it with the commit SHA, and applying Kubernetes manifests that leverage maxSurge=1 and maxUnavailable=0...
CircleCI Is Now Available as a Codex Plugin
CircleCI has joined OpenAI’s Codex plugin directory, enabling developers to interact with CI pipelines directly from the Codex agent. The plugin lets users monitor builds, debug failures, optimize configuration files, and run CLI commands without leaving their editor. It also...
Building an Agentic Content Production System with Claude Code
An engineer at CircleCI detailed how his five‑person content team built an agentic workflow using Claude Code’s hidden .claude folder. By codifying voice, review rules, and six invocable skills, the system automates everything from SEO‑focused drafting to publishing checklist and...
Cirrus CI Is Shutting Down: Upgrade to a Scalable, AI-Ready Alternative
On April 7 Cirrus Labs announced its acquisition by OpenAI, prompting the shutdown of its CI platform, Cirrus CI, effective June 1, 2026. The company recommends teams migrate to CircleCI, which mirrors Cirrus’s config‑as‑code, pay‑per‑second billing and multi‑platform support while adding AI‑native tooling, Apple M4 Pro...
7 AI Productivity Lessons From the CTO of Superhuman
Superhuman’s new CTO, Loïc Houssier, tackled lagging internal AI tool use by stripping bureaucratic hurdles and fostering a culture of rapid experimentation. He let engineers self‑serve AI licenses, created an AI guild with monthly knowledge‑sharing, and recruited a respected senior...
What Are Test Hooks in AI-Native Development?
Test hooks attach existing test and lint commands to deterministic lifecycle events in AI coding agents such as Claude Code and Cursor. When the event fires, the command runs automatically and a non‑zero exit code blocks the agent, forcing an...
MCP Vs. CLI for AI-Native Development
The article contrasts command‑line interfaces (CLIs) and Model Context Protocol (MCP) servers as AI‑native tooling, positioning CLIs for the fast inner development loop and MCPs for the structured outer loop. It highlights the token‑budget penalty of loading full MCP schemas...
Regression Testing: What It Is, Why It Matters, and How to Automate It with CI/CD
Regression testing re‑runs existing tests after code changes to verify that previously working functionality remains intact, and modern CI/CD pipelines execute these suites automatically on every commit. By catching side‑effects early, teams shift testing left, turning potential production incidents into...
Getting Started with Gemini and CircleCI
Google’s Gemini AI coding assistant can generate functions, debug, and accelerate development, but its output may contain bugs or security gaps. Integrating Gemini with CircleCI’s continuous‑integration platform provides an automated safety net that validates code on every push. The tutorial...
Simultaneous Multi-Cloud Deployment to AWS and GCP with CircleCI
A recent AWS outage highlighted the fragility of single‑cloud architectures, prompting firms to adopt multi‑cloud strategies. The article walks readers through building a unified CircleCI pipeline that simultaneously deploys a Node.js app to AWS ECS Fargate and Google Cloud Run....