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  • Principles of Mechanical Sympathy

    24 Aug 2026, by admin

    Over the past decade, hardware has seen tremendous advances, from unified memory that’s redefined how consumer GPUs work, to neural engines that can run billion-parameter AI models on a laptop. And yet, software is still slow, from seconds-long cold starts for simple serverless functions, to hours-long ETL pipelines that merely transform CSV files into rows […]

  • Feedback Flywheel

    24 Aug 2026, by admin

    Teams have always had mechanisms for collective learning. Retrospectives, post-incident reviews, lunch-and-learns. The best of these share a property: they convert individual experience into shared practice. What one person encountered in a debugging session or a production incident becomes something the whole team knows. The knowledge escapes the individual and enters the team’s infrastructure: its […]

  • Fragments: August 24

    24 Aug 2026, by admin

    I was listening to Ezra Klein’s interview with Helen Toner about the recent OpenAI hack of Hugging Face and the subsequent discovery that there were swarms of agents inside OpenAI doing unsanctioned activities. One of the points Klein made was that at no point did any of these (thousands of?) agents ever try to check […]

  • Practitioner Voice

    19 Aug 2026, by admin

    I’ve been called a Thought Leader. I don’t love the term. But I’ve used it, because there wasn’t another one. When PMI-Agile Alliance introduces me, when conference bios get written, when someone asks what kind of writing I do. Thought leadership is the label that fits the slot. It’s not wrong. It’s just not quite […]

  • Citizens Build, Agents Execute, Experts Govern

    19 Aug 2026, by admin

    TL;DRWhy building an app over the weekend isn’t the same as building enterprise software I’ve noticed an interesting gap opening up over the last six months. It isn’t really a gap in technology. It’s a gap in what different people think software engineering actually is. The conversation usually starts the same way. A non-techie, maybe […]

  • Fragments: August 18

    18 Aug 2026, by admin

    Part of the reason why I’m at Thoughtworks is because I’d like to see a software development organization founded on technical excellence as an example for the rest of the industry. The trouble is that I have little aptitude or inclination for the hard work of building such an organization. So I rely on working […]

  • Alan Turing play in Cambridge MA

    18 Aug 2026, by admin

    Last night I saw Central Square Theater’s excellent production of Breaking the Code. It’s about Alan Turing, who made a monumental contribution to both my profession and the fate of free democracies. Well worth seeing if you’re in the Boston area this month. Source link

  • Structured-Prompt-Driven Development (SPDD)

    18 Aug 2026, by admin

    LLM programming assistants have demonstrated considerable value, but mostly with individual developers. The internal IT organization in Thoughtworks has been using them for their teams and have developed a method and workflow called Structured Prompt-Driven Development (SPDD). Wei Zhang and Jessie Jie Xia describe a simple example of this workflow with details in github. This […]

  • Fragments: April 29

    18 Aug 2026, by admin

    Chris Parsons has updated his guide on using AI to code. This is his third update, what I like about it is that he gives a lot of concrete information about how he uses AI, with sufficient detail that we can learn from him. His advice also resonates with the better advice I’ve seen out […]

  • Mythical Man Month

    17 Aug 2026, by admin

    In the early 1960s, Fred Brooks managed the development of IBM’s System/360 computer systems. After it was done he penned his thoughts in the book The Mythical Man-Month which became one of the most influential books on software development after its publication in 1975. Reading it in 2026, we’ll find some of it outdated, but […]

  • Fragments: May 5

    17 Aug 2026, by admin

    Over the last couple of months Rahul Garg published a series of posts here on how to reduce the friction in AI-assisted programming. To make it easier to put these ideas into practice he’s now built an open-source framework to operationalize these patterns. AI coding assistants jump straight to code, silently make design decisions, forget […]

  • What Is Code?

    17 Aug 2026, by admin

    What is code? At a high level, the answer to this question seems obvious. Code is what developers write: instructions expressed in a programming language that tells machines what to do. For years, writing code meant typing it out, word by word. Progress is measured by how efficiently code can be produced, compiled, tested and […]

  • Interrogatory LLM

    17 Aug 2026, by admin

    When we need an LLM to perform a complex task, we often need to feed it a lot of context. Coming up with a design for a new feature requires descriptions of how we want the feature to appear to the user, guidelines on how it should be implemented, information on external systems to consult, […]

  • Fragments: May 14

    17 Aug 2026, by admin

    Last week I spent a day at The Orchard Retreat, hosted by Mechanical Orchard. that brought together several people working in software development to talk about the profession’s future with the rise of agentic programming. The event was help under the Chatham House Rule, so I can’t attribute the comments and stories I heard. (If […]

  • Maintainability sensors for coding agents

    17 Aug 2026, by admin

    There are multiple dimensions we usually want to achieve and monitor in our codebases: Functional correctness (works as intended), architectural fitness (is fast/secure/usable enough), and maintainability. I define maintainability here as making it easy and low risk to change the codebase over time – also known as “internal quality”. So I don’t only want to […]

  • Maintainability sensors for coding agents

    17 Aug 2026, by admin

    There are multiple dimensions we usually want to achieve and monitor in our codebases: Functional correctness (works as intended), architectural fitness (is fast/secure/usable enough), and maintainability. I define maintainability here as making it easy and low risk to change the codebase over time – also known as “internal quality”. So I don’t only want to […]

  • Vibe Coding

    17 Aug 2026, by admin

    Vibe coding is building a software application by prompting an LLM, telling it what to build, trying it out, prompting for changes – but without looking at any of the code that the LLM generates. This technique can be used by people without any knowledge of programming. However the resulting software often shows problems with […]

  • The VibeSec Reckoning

    17 Aug 2026, by admin

    Vibe coding has significantly accelerated software prototyping but AI agents frequently recommend insecure configurations, creating security problems. Gautam Koul, Lucian Moss, Neil Drew-Lopez, and Daberechi Ruth Edeokoh share their experience while building applications for Thoughtworks’s global marketing. They learned that to combat this we need to write a security context file to guide the AI, […]

  • Maintainability sensors for coding agents

    17 Aug 2026, by admin

    There are multiple dimensions we usually want to achieve and monitor in our codebases: Functional correctness (works as intended), architectural fitness (is fast/secure/usable enough), and maintainability. I define maintainability here as making it easy and low risk to change the codebase over time – also known as “internal quality”. So I don’t only want to […]

  • Fragments: May 27

    17 Aug 2026, by admin

    At the GOTO Conference in Copenhagen in 2025, Kent Beck and I spent some time on stage talking and answering questions from the audience – a format I refer to as “two old geezers on a park bench”. We talk about our experiences with LLM-augmented programming (at that point – October 2025), we show our […]

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