TLDR; Software development, as it has been done for decades, is over. LLM coding tools have changed it fundamentally for the better or worse. “Talk is cheap. Show me the code.” — Linus Torvalds, August 2000 When Linus Torvalds, the creator of Linux, made this quip in response to a claim about a complex piece of programming in the Linux kernel, [1] I was an oblivious, gangly, fledgling teenage n00b
Hidekazu Konishi
Hidekazu Konishi Hidekazu Konishi (小西秀和) is a prominent Japanese cloud architect and AWS expert, renowned as the six-time consecutive recipient from 2020 to 2025 of both the Japan AWS Top Engineer and Japan All AWS Certifications Engineer awards, earning him special recognition at AWS Summit Japan 2025 for his sustained technical excellence and contributions to Amazon Web Services (AWS) in Japan.[
IntroductionInspired by the cross-functional cooperation promised by DevOps, platform engineering has begun to emerge in enterprises as an explicit form of that cooperation. Platforms curate and present foundational capabilities, frameworks and experiences to facilitate and accelerate the work of internal customers such as application developers, data scientists and information workers. Particular
May 3, 2023 Volume 21, issue 2 PDF DevEx: What Actually Drives Productivity The developer-centric approach to measuring and improving productivity. Abi Noda, DX Margaret-Anne Storey, University of Victoria Nicole Forsgren, Microsoft Research Michaela Greiler, DX Engineering leaders have long sought to improve the productivity of their developers, but knowing how to measure or even define developer
Real-world gen AI use cases from the world's leading organizations | Google Cloud Blog
AI is here, AI is everywhere: Top companies, governments, researchers, and startups are already enhancing their work with Google's AI solutions. Published April 12, 2024; last updated October 9, 2025. Automotive & Logistics Business & Professional Services Financial Services Healthcare & Life Sciences Hospitality & Travel Manufacturing, Industrial & Electronics Media, Marketing & Gaming Public Sec
January 5, 2026 The software industry sits at a strange inflection point. AI coding has evolved from autocomplete on steroids to agents that can autonomously execute development tasks. The economic boom that fueled tech’s hiring spree has given way to an efficiency mandate: companies now often favor profitability over growth, experienced hires over fresh graduates, and smaller teams armed with bet
AWS attendee guide for DevOps and Developer Productivity track at re:Invent2021 | Amazon Web Services
AWS DevOps & Developer Productivity Blog AWS attendee guide for DevOps and Developer Productivity track at re:Invent2021 AWS re:Invent is a learning conference hosted by Amazon Web Services for the global cloud computing community. We are super excited to join you at the 10th annual re:Invent to share the latest from AWS leaders and discover more ways to learn and build. Let’s celebrate this miles
Expert Generalists
As computer systems get more sophisticated we've seen a growing trend to value deep specialists. But we've found that our most effective colleagues have a skill in spanning many specialties. We are thus starting to explicitly recognize this as a first-class skill of “Expert Generalist”. We can identify the key characteristics of people with this skill - and thus recruit and promote based on it. We
Technology Trends for 2024
This has been a strange year. While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. Before that, cloud computing itself took off in roughly 2010 (AWS was founded in 2006); and Agile goes back to 2000 (the Agile Manifesto dates back to 2001, Extreme Programming t
Announcing updates to the AWS Well-Architected Framework guidance | Amazon Web Services
AWS Architecture Blog Announcing updates to the AWS Well-Architected Framework guidance We are excited to announce the availability of an enhanced AWS Well-Architected Framework. In this update, you’ll find expanded guidance across all six pillars of the Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability. In this release, we upda
An AI-native software engineer is one who deeply integrates AI into their daily workflow, treating it as a partner to amplify their abilities. This requires a fundamental mindset shift. Instead of thinking “AI might replace me” an AI-native engineer asks for every task: “Could AI help me do this faster, better, or differently?”. The mindset is optimistic and proactive - you see AI as a multiplier
Publication date: September 20, 2023 (Document history) Drawing from Amazon's own transformative journey and the expertise gained by AWS in managing cloud services at global scale, the AWS Well-Architected Framework DevOps Guidance offers a structured approach that organizations of all sizes can follow to cultivate a high-velocity, security-focused culture capable of delivering substantial busines
Introducing new AWS Serverless digital learning badges | Amazon Web Services
AWS Compute Blog Introducing new AWS Serverless digital learning badges This post is written by Josh Kahn, Tech Leader, Serverless. Today, we are excited to announce an all-new way to demonstrate your AWS Serverless knowledge and skills: a verifiable, digital badge. The new digital badge is aligned with our Serverless Learning Plan now available in AWS Skill Builder. You can earn the digital badge
Reinventing how .NET Builds and Ships (Again) - .NET Blog
Overhead + Complexity = Time Overhead is unavoidable. There is some level inherent in every product construction process. However, when we add complexity to our product construction processes, especially complexity in the graph, the overhead tends to begin to dominate the process. It sort of multiplies. Rather than paying the machine queue time cost one time, you might pay it 10 times over within
Best Practices for Deploying AWS DevOps Agent in Production | Amazon Web Services
AWS DevOps & Developer Productivity Blog Best Practices for Deploying AWS DevOps Agent in Production Root cause analysis during incidents is one of the most time-consuming and stressful parts of operating cloud applications. Engineers must quickly correlate telemetry data across multiple services, review deployment history, and understand complex application dependencies—all while under pressure t
Why Copilot is Making Programmers Worse at Programming
Darren Horrocks explains various Programming and DevOps practices, with some guides, explanations and ramblings from a sometimes angry man Over the past few years, the evolution of AI-driven tools like GitHub’s Copilot and other large language models (LLMs) has promised to revolutionise programming. By leveraging deep learning, these tools can generate code, suggest solutions, and even troubleshoo
If you’re an Amazon Web Services (AWS) user, you’re probably familiar with some of Amazon’s native services available for logging and monitoring, such as CloudWatch and CloudTrail. With that said, log management can get complicated quickly, especially if you’re dealing with a high volume of logs from AWS Lambda functions or a multi-cloud/hybrid cloud environment. In this blog, we’ll introduce the
A review of _Accelerate: The Science of Lean Software and DevOps_ - Keunwoo Lee's Minimum Viable Homepage
Keunwoo Lee's Minimum Viable Homepage A review of Accelerate: The Science of Lean Software and DevOps 2022-06-07 Summary N. Forsgren, J. Humble, G. Kim. Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations. IT Revolution Press, 2018. Accelerate is an influential book of advice for building and delivering software. I’m a practicing softw
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Code is cheap. Show me the talk.
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