AI coding agents are becoming more capable, but evaluating them is harder than it looks. Most benchmarks focus on a single dimension of agent capabilities; for instance, the popular SWE-Bench benchmark only focuses on fixing issues on open source Python repositories. Real-world software engineering involves fixing bugs of course, but it is a lot more […]
GitHub Faces Scaling Issues as AI Development Surges
It appears that GitHub has its hands full adjusting to the demands of scaling AI workloads. First, the company paused sign-ups for its Copilot subscription tiers in response to a wave of demand from agentic AI projects. Then it shifted to usage-based pricing to, again, better align revenue with the heavy compute demands of AI […]
OpenAI Debuts Symphony to Orchestrate Coding Agents at Scale
OpenAI has unveiled Symphony, an open-source specification that shifts how software development teams deploy AI in workflows, moving from interactive coding assistance toward continuous orchestration of autonomous agents. Symphony reframes project management tools as operational hubs for AI-driven coding. Rather than prompting an assistant for individual tasks, developers assign work through issue trackers, allowing agents […]
The Next AI Breakthrough Isn’t Generative, It’s Agentic
Generative AI first captured the world’s attention by producing content at an unprecedented speed. From lines of code and documentation to frameworks and designs, content creation is now readily available at the click of a button. But the initial excitement around generative AI’s capabilities has given way to a new enterprise reality. As organizations move […]
The Code Doesn’t Care Who Wrote It: Why Context, Not AI Fear, Will Define Modern Application Security
AI has already arrived in the software development lifecycle, not as a pilot program or controlled experiment, but as an everyday reality.
GitHub Resets Copilot Pricing as AI Compute Costs Surge
The development community saw this one coming: GitHub will transition its Copilot service to a usage-based billing model on June 1, replacing its existing system of fixed subscriptions supplemented by premium request limits. As reported last week, GitHub suspended new sign-ups for several of its Copilot subscription tiers as it faced a surge in demand […]
Ten Great DevOps Job Opportunities
staging-devopsy.kinsta.cloud is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […]
Microsoft Foundry Tackles the AI Agent Tool Problem Nobody Talks About
Tool sprawl is quietly becoming one of the biggest headaches in enterprise AI development. Microsoft thinks it has a fix.
Microsoft Turns to Anthropic’s Mythos to Improve Cyber Defense
Microsoft has unveiled plans to incorporate Anthropic’s Claude Mythos Preview model and other AI models into its Security Development Lifecycle, embedding AI directly into the stages where code is written and tested. Rather than relying primarily on static analysis tools, Microsoft is adopting AI models capable of analyzing code dynamically and identifying complex vulnerabilities that […]
Claude’s Code Quality Conundrum Continues
Anthropic admits to a month-long degradation in Claude’s output due to reasoning “effort” tradeoffs, cache bugs, and verbosity prompts. As Opus 4.7 rolls out with mixed developer reviews, the company is doubling down on “frontier safety” with the restricted Mythos model while leaning on high-profile advisors like Rishi Sunak to navigate global AI regulation.
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