Tag: feedback loops
SRE in the Age of AI: What Reliability Looks Like When Systems Learn
Muhammad Yawar Malik | | adaptive systems, AI observability, AI reliability, concept drift, data pipeline reliability, feedback loops, incident response, learning systems, ML operations, MLOps, model drift, model performance monitoring, reliability engineering, site reliability engineering in AI, SREAs AI and ML become core production components, SRE is evolving from managing deterministic systems to ensuring the reliability of dynamic, learning systems. New metrics, workflows, guardrails and cross-disciplinary practices are redefining ...
From Code to Confidence: Building AI Apps That Earn User Trust
Chris Sheehan | | AI bias, AI ethics, AI Governance, AI quality assurance, AI testing, AI trust, Applause, bias detection, explainable AI, fairness, feedback loops, human-centered AI, inclusive testing, MLOps, model transparency, responsible AI, trustworthy AI, user confidence, user experienceAs 65% of users report issues with AI applications, trust has become the new UX battleground. Learn how developers can build fair, transparent, and reliable AI systems through human-centered testing, inclusive feedback ...
DevOps Workflow: The Key Elements and Tools Involved
Peter Baker | | agile methodology, Automated testing, automation tools, CI/CD, collaboration tools, continuous delivery, continuous improvement, continuous integration, devops best practices, devops culture, DevOps workflow, devsecops, feedback loops, GitHub Actions, GitLab CI, IaC, infrastructure as code, IT operations, logging, Microsoft Teams, monitoring, observability, Quality Assurance, software developmentWhat does a modern DevOps workflow look like? Click to learn about the essential elements, tools, and practices involved in the effective work process. ...
Data-Driven Feedback Loops: How DevOps and Data Science Inform Product Iterations
The iterative process is greatly enhanced by data-driven feedback loops, which allow teams to systematically collect, analyze and act on data to inform product decisions ...
Why DevOps Needs Cloudified NPM
One of the three “ways”—or principles that DevOps guru Gene Kim articulates as defining DevOps—is amplifying feedback loops. One of the key ways that Ops contributes to this amplification is by implementing ...
My picks for opening day of DevOpsDays Austin
As we wrote earlier, we are happy to be attending and sponsoring DevOpsDays Austin 2015. The opening day morning is chocked full of great sessions with the afternoon dedicated to openspaces as ...
DevOps and faster feedback: fewer problems, better features (part 2)
As the experts established in part one of this series , the tightening of feedback loops through DevOps gives developers a better chance to learn how well their coding choices perform in the ...
DevOps and faster feedback: fewer problems, better features (part 1)
As organizations begin to institute DevOps patterns and continuous delivery into their IT shops, one of the most dramatic long-term returns on their investment is that it bolsters the class and consistency ...
