Can Codex Fix Its Own Failed Build?
Give Codex access to CI feedback and it can diagnose failures, make a fix, and keep iterating until the pipeline is green. Here's the CircleCI plugin in action.
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Terraform Force-Unlock: How to Safely Unlock a Locked State File
You run . Nothing is broken yet, but nothing will proceed either until the lock is cleared. This guide covers what actually does, when it is safe to use, how to find the lock ID on every major backend, and what to do if the command itself does not fix things.
Developers' Productivity EXPLODES with New AI Agents!
New data from our VP of Dev Research on The Programming Podcast. 84% of devs feel more productive with AI coding tools 43% feel MUCH more productive The kicker: productivity feeling scales directly with how agentic your workflow is. The more agents do, the better it feels.
Announcing the Harness CLI: Built for Humans and Agents | Harness Blog
---Key Takeaway: Today, we're launching the public beta of the Harness CLI: the single, officially supported command-line tool for the entire Harness platform. It replaces the older per-module CLIs with one binary, one grammar, and one auth flow across pipelines, CD, code, artifacts, IaCM, feature flags, governance, and audit. Designed for secure DevSecOps and enables terminal workflows for developers and deterministic execution for AI agents. ---
PagerDuty Announces Arnaud Lagarde, Vice President of EMEA
PagerDuty, Inc. announces the appointment of Arnaud Lagarde as vice president of EMEA. Lagarde will lead PagerDuty's next phase of growth in the EMEA region, bringing the entire incident management lifecycle to customers across EMEA to solve their biggest digital challenges.
Eliminate Reliability Blind Spots in AWS, Azure, and GCP
Cloud resilience often feels like an uphill battle. When you’re overseeing hundreds of applications across different providers, identifying potential failure points manually is nearly impossible. You’re left trying to find the needle in a haystack—a needle that could take down your entire application at any moment. To truly protect your uptime, you have to break the cycle of reactive troubleshooting.
DRIVE Deep Dive: Initiatives
This is the third post in our DRIVE Deep Dive series. We've covered Delivery and Reliability so far; this post takes on Initiatives. For the complete model, download the full DRIVE framework.
This is what cloud freedom looks like
Proprietary tech. Vendor lock-in. Pricing you can't predict. The hyperscaler model has defined cloud computing for years. Civo was built to change that. Civo CEO Mark Boost sets out the vision, a multi-cloud and hybrid cloud future built on open standards, full cloud parity, and genuine user choice. Public cloud, private cloud, and AI infrastructure that gives you total control over your data, your infrastructure, and your spend.
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Managing AI Agent Primitives Like Real Software Packages with APM and JFrog
AI agents are part of the modern development workflow. They write code, review pull requests, generate tests, call tools, interact with MCP servers, and help developers move faster. But behind every useful agent, there is something just as important as the model itself: the context that tells the agent how to behave. That context can include skills, prompts, instructions, hooks, commands, scripts, references, and MCP server definitions. In a small project, managing these primitives is pretty simple.