#dora articles | Hashnode

SCSherdil Cloudsherdil-cloud.hashnode.devAug 8 · 5 min read

The 4 Numbers That Tell You If Your DevOps Is Actually Working

DevOps is the invisible engine behind modern software: the delivery system that connects the moment you write code to the moment it's running in production. When it's tuned, releases are small, freque

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MSManu Shuklaecorpit.hashnode.devAug 6 · 16 min read

AI coding agent rollout in 2026: the 39% ROI figure and what it hides

AI coding agent rollout in 2026: the 39% ROI figure and what it hides Summary. Google Cloud's DORA team published "The ROI of AI-Assisted Software Development (2026.01)" and modelled a first-year retu

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DGDebashish Ghosalpragmatic-engineer.hashnode.devJul 19 · 18 min read

AI Didn't Replace My Judgment. It Turned 4 Hours of Sprint Reporting Into 30 Minutes.

TL;DR - I built SprintSense to stop spending 4 hours every Monday manually rebuilding sprint health from GitHub, PRs, deploys, and incident data. I field-tested it on real public GitHub repos plus syn

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DHDr Hernani Costaradar.firstaimovers.comJun 19 · 7 min read

MCP Server Audit-Trail Schema: What Logs Regulators Will Actually Ask For

TL;DR: A field-by-field audit log shape for MCP servers: prompt, tool, arguments, result, latency, with retention and append-only storage. Vital for EU AI Act When an AI agent built on the Model Cont

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NNijatcode-board.hashnode.devMay 9 · 3 min read

AI Writes 41% of Code Now — But Code Churn Is Doubling in 2026

The Velocity Illusion There's a stat making the rounds in 2026 that every engineering leader needs to sit with: AI tools now generate 41% of all code globally, yet code churn is expected to double this year. Delivery stability has decreased 7.2% acco...

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SASachin Adighatodghach.hashnode.devMar 20 · 8 min read

Decision-Aware Pipelines: A Hands-On Guide to AI-Powered DevOps

AI is no longer just a feature inside products; it is quickly becoming part of the machinery that builds, tests, secures, deploys, and operates software. The most important shift is this: DevOps teams

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EZEvgeniy Zhdanovplus8soft.hashnode.devMar 5 · 8 min read

The Productivity Paradox: Measuring Engineering Impact in the AI Era

The meaning of productivity within the technology industry in 2026 has changed drastically since 2001 when it was first defined in the Agile Manifesto. We are no longer simply measuring productivity u

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CTChristian Twilfernextgencloudarchitecture.twilfer.ioJan 28 · 8 min read

7 Reasons Why “Sovereign Cloud” Is Becoming a Must-Have for Businesses

Cloud isn’t “just IT” anymore. It’s tied to business risk, compliance, resilience, speed and more than ever trust. That’s why the term Sovereign Cloud keeps showing up in RFPs, board discussions, and security roadmaps. A lot of people still reduce So...

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JSjaya sakthijayasakthi-blog.hashnode.devNov 1, 2025 · 5 min read

Accelerate Your Team: Understanding and Improving the Four Key DevOps Metrics (DORA)

DevOps is all about speed and stability—delivering great software quickly and reliably. But how do you actually measure if you’re doing a good job? That’s where the Four Key Metrics, also known as DORA metrics (from the DevOps Research and Assessment...

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HLHans L'Hoesthans.lhoest.euOct 9, 2025 · 1 min read

DORA Research: Evidence-Based and Scientifically Grounded Software Engineering

Years ago, the book Accelerate changed my view on software development and delivery fundamentally. Of course, there are its findings (dare I say 'revolutionary'?) on which technical and organisational factors drive high performance software delivery....

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Trending tags this week

The 4 Numbers That Tell You If Your DevOps Is Actually Working

AI coding agent rollout in 2026: the 39% ROI figure and what it hides

AI Didn't Replace My Judgment. It Turned 4 Hours of Sprint Reporting Into 30 Minutes.

MCP Server Audit-Trail Schema: What Logs Regulators Will Actually Ask For

AI Writes 41% of Code Now — But Code Churn Is Doubling in 2026

Decision-Aware Pipelines: A Hands-On Guide to AI-Powered DevOps

The Productivity Paradox: Measuring Engineering Impact in the AI Era

7 Reasons Why “Sovereign Cloud” Is Becoming a Must-Have for Businesses

Accelerate Your Team: Understanding and Improving the Four Key DevOps Metrics (DORA)

DORA Research: Evidence-Based and Scientifically Grounded Software Engineering

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#dora

Explore Hashnode

Trending tags this week

The 4 Numbers That Tell You If Your DevOps Is Actually Working

AI coding agent rollout in 2026: the 39% ROI figure and what it hides

AI Didn't Replace My Judgment. It Turned 4 Hours of Sprint Reporting Into 30 Minutes.

MCP Server Audit-Trail Schema: What Logs Regulators Will Actually Ask For

AI Writes 41% of Code Now — But Code Churn Is Doubling in 2026

Decision-Aware Pipelines: A Hands-On Guide to AI-Powered DevOps

The Productivity Paradox: Measuring Engineering Impact in the AI Era

7 Reasons Why “Sovereign Cloud” Is Becoming a Must-Have for Businesses

Accelerate Your Team: Understanding and Improving the Four Key DevOps Metrics (DORA)

DORA Research: Evidence-Based and Scientifically Grounded Software Engineering