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  • 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 Reading it in 2026, we’ll find some of it outdated, but […]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 […]

  • Fragments: June 2

    17 Aug 2026, by admin

    Greg Wilson has noticed that lots of folks are using dodgy metrics to figure out if AI tools are worth their costs. Would you measure lines of code generated, or tickets closed? Or would you send out a survey asking whether developers feel more productive? Each of those approaches is flawed in a different way; […]

  • Building Reliable Agentic AI Systems

    17 Aug 2026, by admin

    Preclinical drug discovery is inherently complex and data-intensive. Researchers face the significant challenge of efficiently accessing and analyzing vast volumes of information generated during this critical phase. Traditional keyword-based search methods, often reliant on rigid Boolean logic, frequently fall short when confronted with the nuanced and intricate nature of preclinical research questions. The advent of […]

  • Fragments: June 16

    17 Aug 2026, by admin

    “Prag Dave” Thomas (co-author of the outstanding “Pragmatic Programmer”) has loved programming since he was young. Programming was how I could express myself. I wasn’t an artist. When I sing, dogs howl. When I draw, friends say, “Very nice. What is it?” I didn’t connect particularly well with people, even though I wanted to. And […]

  • Fragments: July 6

    17 Aug 2026, by admin

    Last week, Thoughtworks ran a second Future of Software Development Retreat, this time in Europe. As with the previous event, I’ll be sharing some fragmentary thoughts on this. There were five parallel streams, so I could, at best, only attend ⅕ of sessions. This isn’t an event that forms conclusions, rather one that allows those […]

  • Viability of local models for coding

    17 Aug 2026, by admin

    Until recently I hadn’t tried running models locally for quite a while, the disappointment had just always been too high when I did it. About a month ago though, I dove back in – there were just too many claims out there to ignore, about how far they have come, how it’s now much more […]

  • Experiences with local models for coding

    17 Aug 2026, by admin

    This is the second memo where I describe my recent experiences on running small models locally on my developer machine for agentic coding. In the first memo, I covered the many factors that can influence the viability of that setup — hardware, model choice, runtime, harness. Here I focus on the concrete experiences, the tasks […]

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