Opsera today added an artificial intelligence (AI) reasoning agent to its platform that is specifically trained to surface in real time how DevOps teams are deriving value from investments in AI coding tools. At the same time, Opsera is adding to its namesake platform for managing and automating DevOps workflows an ability to integrate with […]
OpenTelemetry and AI are Unlocking Logs as the Essential Signal for “Why”
Logs reveal the “why” behind failures. Learn how OpenTelemetry and AI transform raw log data into structured, actionable insights for modern observability.
Before You Go Agentic: Top Guardrails to Safely Deploy AI Agents in Observability
Observability platforms are evolving from passive monitors to active participants. Agentic AI promises a self-healing infrastructure that detects anomalies and fixes issues before users notice, reducing resolution time from hours to minutes. The potential is transformative, turning observability from reactive alerting into proactive, intelligent operations. But with that promise comes risk. Autonomous agents can misdiagnose […]
How Software Engineers and Students Use AI to Move Faster than Ever (Without Breaking Things)
We’re living through the AI revolution — or more accurately, the age of augmented intelligence. From agentic AI tools transforming software development to AI-native education shaping the next generation, super{set} explores how developers, students, and businesses can harness AI to amplify human potential and innovation.
ChatGPT Developer Mode: Full MCP Access with Serious Responsibilities
OpenAI recently released Developer Mode for ChatGPT, and it’s not for everyone. This beta feature provides full Model Context Protocol (MCP) client support, granting complete access to both read and write operations across your connected tools. But here’s what you need to understand up front: this is powerful, and it’s dangerous. What Developer Mode Actually […]
Technical Debt: Make Developers Happier Now or Pay More Later
In a survey of over a thousand CIOs, CTOs, CISOs and other tech execs conducted by Protiviti, organizations spend an average of 30% of their total IT budgets on managing technical debt. Not only is it costly, but nearly 70% felt that technical debt highly impacted their ability to innovate. Technical debt happens to organizations […]
Coding Agent Teams: The Next Frontier in AI-Assisted Software Development
Developers are moving beyond single AI coding assistants to teams of specialized agents, boosting speed, scalability, and collaboration in software development.
Spacelift Adds Open Source AI Vibecoding Tool to Provision Infrastructure
Spacelift today unfurled an open source agentic artificial intelligence (AI) framework for managing infrastructure that eliminates the need for a developer to write any Terraform or OpenTofu code. Marcin Wyszynski, chief research and development officer for Spacelift, said instead of generating code Spacelift Intent translates requests directly into an application programming interface (API) that interacts […]
How Model Context Protocol (MCP) is Fueling the Next Era of Developer Productivity
MCP standardizes how AI agents connect to tools and data, solving fragmentation in AI development with secure, reusable, and scalable integrations.
Building End-to-End Trust in the Software Supply Chain
At swampUP 2025, JFrog’s Guy Levi, head of the architects team, highlights some of the technologies shaping the company’s next chapter. Levi’s role centers on exploring advanced technologies “beyond the horizon,” but he emphasized that swampUP isn’t about future promises — it’s about showing what’s available today. One of the highlights Levi pointed to was […]
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