DevOps Practice
Certificate Renewal Is a Deployment Workflow, Not a Cron Job
Certificate renewal is often treated as a scheduled task: run an ACME client, obtain a new certificate, and move on. In practice, that view is too narrow for production systems. A certificate ...
The AI Agent Race Is On. But Are We Watching the Right Race?
Claude Code, OpenAI Codex, GitHub Copilot, Cursor and a growing field of challengers are competing to define the future of software development. A new Techstrong special report examines who is ahead, how ...
Why “Tokenmaxxing” Was Always the Wrong Way for Developers to Measure AI Productivity
The term "tokenmaxxing" left the developer lexicon just as quickly as it arrived, and like most viral technology concepts, it means different things depending on who's using it. In practice, the term ...
AI Agents Are Writing Code Faster Than Anyone Can Review It. Tessl Is Betting On Standards To Close That Gap
Every team that has turned coding agents loose on real work has run into the same wall. The agents write fast. They write a lot. And somewhere between the tenth and twentieth ...
GitHub Sharpens CodeQL’s Eye on Actions Workflows and Modern JavaScript
GitHub Actions pipelines have become one of the quieter attack surfaces in software development. They pull in third-party actions, cache dependencies, and pass secrets between jobs, often without anyone reviewing the workflow ...
Cursor Launches Origin Code Hosting Platform as GitHub Rival
AI coding provider Cursor has launched Origin, a code hosting platform that puts source code and AI coding agents inside the Cursor development environment. The new coding platform expands the company into ...
Cloudsmith Extends Policies and Controls to Secure Application Binaries
Cloudsmith this week revealed it has expanded the policy management and continuous risk detection capabilities it makes available within its software artifact management platform to now include policy templates, cooldown policies, and ...
Treat Business Workflow Changes Like Deployments
Business automation often reaches production without the release discipline applied to application code. A routing rule changes, an approval threshold moves, or an integration starts writing to a new system. The edit ...
Arm Adds AI Tool to Optimize Workloads Using Runtime Data
Arm has made available a Dynamic Insights tool that leverages artificial intelligence (AI) models to generate recommendations for optimizing software running on its processors using actual data collected at runtime. Alex Spinelli, ...
Software Deployment Strategies for Enterprise Teams: A Scenario-Based Guide to Choosing the Right Approach
Choosing the right software deployment strategy depends on the scenario. Get a practical decision framework for enterprise teams ...
Survey Surfaces Rising Tide of Production Issues Traced Back to AI Code
A survey of 400 business and engineering executives finds 80% have traced a production incident, outage, or customer-impacting defect to code generated by artificial intelligence (AI) tools in the past 12 months ...
Tricentis Acquires Tabnine to Gain Knowledge Graph for AI Testing Agents
Tricentis today revealed it is acquiring Tabnine to gain access to a knowledge graph that will be used to provide context to AI agents that have been trained to automate a range ...

