Recent posts tagged metrics

Level UI • 23 hours • in Articles • 9 min read
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
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  • ai
  • api
  • webdev
  • security
Nine Internet Solutions AG • Sep 13 • in Articles • 3 min read
Monitoring is a critical part of any cloud-native application. As Kubernetes environments grow, so does the complexity and resource cost of observing them. Today, we are excited to announce the general availability of Metrics Agent for the Nine Kuber...
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  • metrics
  • agents
  • devops
  • nine
alexvoste • Aug 23 • in Discussions • 5 min read forumDiscussion group5 participants post-cover-25190
  • google
  • metrics
  • discuss
  • privacy
Alexandre Vazquez • Apr 27 • in Articles • 9 min read
Seven years is a long time in observability. Since Prometheus 2.0 landed in 2017, the ecosystem has been transformed by cloud-native adoption, the rise of distributed tracing, and the emergence of OpenTelemetry as the de facto standard for instrumen...
  • prometheus
  • —
  • otlp
  • metric
  • metrics
Steve Fentonverified • Apr 27 • in Videos • 1 min read
You’ve settled on the key metrics to assess engineering team performance and satisfaction. Now, how do you ensure those metrics don’t become a source of stress or resentment? Any time you set a target – be it deployment frequency or mean time to rec...
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  • productivity
  • devops
  • metrics
Steve Fentonverified • Apr 20 • in Articles • 3 min read
When organizations introduce AI, they often make a critical error: they create entirely new metrics to measure its impact. This approach misses the fundamental truth that AI is a tool to help achieve existing goals, not a reason to change what succes...
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  • ai
  • productivity
  • metrics
Posted in Platform Engineering group
Steve Fentonverified • Jan 20 • in Articles • 5 min read
Our Platform Engineering Pulse reporthttps://octopus.com/publications/platform-engineering-pulse looked at many aspects of real-world practice, but one interesting study area was the themes for common platform features. We're launching a broader stud...
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  • platform-engineering
  • research
  • metrics
Tom Smithverified • 19 hours • in Articles • 9 min read
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
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  • agenticai
  • devsecops
  • github
  • localai
Posted in Platform Engineering group
Steve Fentonverified • Jan 9 • in Articles • 7 min read
Our Platform Engineering Pulse report is coming soon, containing insights, strategies, and real-world data on how organizations adopt and succeed with Platform Engineering. We’ll also launch a survey to deepen our understanding of the patterns, chall...
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  • platform-engineering
  • metrics
  • research
  • devops
Posted in DevOps group
Steve Fentonverified • Dec 10, 2025 • in Videos • 1 min read
Most software teams have heard of the "DORA Metrics" or the "DORA 4 Keys", but there is so much more to the research. This session looks at those well-known metrics, but then takes you beyond them to some even more crucial insights into what great so...
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  • devops
  • metrics
  • continuous-delivery
  • ai
Posted in DevOps group
Steve Fentonverified • Nov 18, 2025 • in Articles • 7 min read
Metrics are crucial to DevOps and Continuous Delivery as part of the process of continuous improvement. However, you must balance collecting and displaying data with being flooded with information. You need to decide what data to collect and what sma...
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  • devops
  • metrics
  • continuous-improvement
  • continuous-delivery
Posted in Platform Engineering group
Steve Fentonverified • Nov 5, 2025 • in Articles • 4 min read
When you create an internal developer platform, treating the platform as a product is crucial. That means you need to measure progress with a product mindset, too. The MONK metrics help measure your progress and prove the value of Platform Engineerin...
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  • platform-engineering
  • metrics
  • software-development
Posted in DevOps group
Steve Fentonverified • Nov 3, 2025 • in Articles • 4 min read
Developer experience DevEx is a key focus of platform engineeringhttps://octopus.com/devops/platform-engineering/. It's also a crucial success factor for any organization developing software. A recent paper by Abi Noda, Margaret-Anne Storey, Nicole ...
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  • developer-experience
  • metrics
  • software-development
  • devops
Steve Fentonverified • Sep 9, 2025 • in Articles • 5 min read
Our jobs require a certain level of precision, so it’s natural that we’ll want to take an exact approach to our software delivery metrics. Some folks might even like a detailed standard to pin their measurement to so they can be sure it’s exactly rig...
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  • devops
  • metrics
  • continuous-delivery
Steve Fentonverified • Jun 12, 2025 • in Articles • 5 min read
The costs of measuring the wrong thing or the right things in the wrong way vastly outweigh the costs of collecting and processing the data. In software delivery, conversations about metrics and measurement wax and wane as people discover useful tec...
  • metrics
  • techleadership
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