https://martinfowler.com/fragments/2026-07-21.html
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“Part of the problem here may be simple experience with LLMs.”
“Fires from such dead mosquitoes around infrequently replaced air filters cost the company $100 billion .”
“LLM responses were also rarely flagged as harmful (3.53%, vs 12.06% for professors).”
“But the question remains of how we can coach people to let out their true personality into their writing.”
“But now I think the need to Say Your Writing is even more important, in order to combat the insidious impact of AI.”
“❄ ❄ Most folks I talk to, both at the retreat and outside, recognize we are in some form of bubble.”
“Getting agents to auto-remediate moves us to the next level of capabilities and concerns.”
“It’s not just the common tells, it’s a sense of LLM miasma that pervades the prose.”
“Vibe-coded applications need to be put in separate infrastructure, which deterministic controls over data access to tame the lethal trifecta .”
“For some of these, it was necessary for me to hold my nose and wade through the whole text, but it was with an intellectual nausea which obscured the content, even increasing my desire to indulge in such an awful distraction as checking social media.”
“There’s an important difference here, mosquitoes rot, and enough decaying mosquitoes is a serious fire risk.”
“They were pleased to see that they were able to change the air filters less frequently, saving them $50 million.”
“Back then we were excited about what the future would bring, and we saw lots of new things being built.”
“Agents don’t learn, the best they can do is update the context.”
“DSLs like this hit a lot of sweet spots for LLMs.”
“Topics Architecture Refactoring Agile Delivery Microservices Data Testing DSL about me About Books FAQ content Videos Content Index Fragments Board Games Photography Thoughtworks Home Insights Careers Radar Engineering follow RSS Mastodon LinkedIn Bluesky X BGG © Martin Fowler | Disclosures”
“But before I do, I should note that the full Thoughtworks report on the retreat is now available .”
“That said, my sense is that it’s the semantic model that underpins the DSL is what really matters, and the DSL is one projection of that model.”
“Engineers particularly worry about the risks when citizen developers start vibe coding .”
“Vibe-coding amplifies these concerns, so companies need a range of controls to guard against security breaches .”
“And Large Language Models are very good at learning and working with DSLs.”
“Air filters in the desert deal with dust, but in the arctic the thing to remove is mosquitoes.”
“Those who can get a distinctive human voice will get more visibility and credibility.”
“They created a batch of forty questions in contract law and asked the professors, plus a couple of LLMs, to provide answers.”