A 2026 outlook for software developers shifting from prompt operators to system architects. Visualizing the compounding cost of unmonitored cyclic execution loops. Imagine leaving a fleet of autonomous AI processes…
I might be biased, but I think Dependabot is pretty amazing. It helps keep my projects up to date, ensuring I’m always using secure libraries. But because there’re frequently new…
Many product managers rely on decision frameworks such as DACI, RAPID, and SPADE to clarify who recommends, approves, and owns a choice. These frameworks make complex decisions easier to navigate,…
When RAG retrieval disappoints, the advice AI engineers hear today is almost always “add a reranker”. Ask why a reranker works, and the answer usually stays at the architecture level:…
Imagine this: you’re working late, your code finally works, and you’re ready to push it to GitHub. You run: git add . git commit -m “Fix API integration” git push…
Many enterprises choose GitLab Dedicated for a clear reason: a secure and compliant, single-tenant GitLab instance, managed by GitLab. As agentic workflows drive more pipeline volume, full data isolation and…
Introduction Over the years, React has given us a number of tools for optimizing the performance of our applications. One of the most powerful hidden gems is useDeferredValue. It can…
A technical walkthrough of how we built the Granite 4.2 reasoning model family. Authors: Granite Team, IBM TL;DR: Granite 4.2 is our first family of dense, decoder-only reasoning LLMs, released…
Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover Big Tech and startups through the lens of senior engineers and…
DuckDB Labs has published an official preview of DuckDB v2.0, codenamed “Cyanoptera.” Representing more than 10000 commits since version 1.5, the milestone marks a major architectural evolution for the open-source…
