Jan Bosch

Latest essay

The Evaluation Problem: How to Avoid Knowledge Debt

My last post made a bet: as AI gets good at generating software, the durable artifact stops being code and becomes contract-and-evaluation, i.e. the intent a system must honor (its functional requirements, quality attributes, constraints, and compliance obligations) plus the evidence that the intent is actually realized.…

18 August 2026 · 7 min read

Field Notes: Is Software Still the Point?

The blog was quiet for a few weeks. I wasn't; at least not entirely. And of everything I read, built,…

August 2026 · 4 min read

The shape of what’s coming: a synthesis

☀️ Summer break: The blog is taking a short vacation and will return in the middle of August. Thank you for reading — see…

July 2026 · 7 min read

Pricing in the age of AI: what startups get wrong and how to fix it

In my work with early-stage startups, two topics come up in almost every engagement, and they’re rarely the ones founders want…

June 2026 · 6 min read

The startup playbook in the age of AI

started this series some months ago by writing about how startups build competitive advantage. I looked at compliance as a competitive weapon,…

June 2026 · 7 min read

From reactive to predictive: AI in industrial operations

The dominant conversation about enterprise AI focuses on knowledge work. Chatbots that answer customer questions. Copilots that draft documents. Assistants that summarize…

June 2026 · 6 min read

Daily Reflections archive →

Reflection №daily-reflection-274-what-are-the-limits-of-ai

Daily Reflection #274: What are the limits of AI?

One of the questions I noodled a lot on during my vacation is where the limitations of AI will appear. For now, every task that can not yet…

18 August 2026

Reflection №daily-reflection-273-vacation-planning

Daily Reflection #273: Vacation planning

Whenever I switch from work mode to vacation mode, I am susceptible to simply drop everything, turn on my out-of-office message on all email accounts and disappear from…

17 August 2026

Reflection №272

One year of reflections …

Early January of this year, I posted the first reflection, titled “Things are going faster”. From that point on, six days per week, except during the summer vacation,…

25 December 2025

Reflection №271