12+ hour, 52+ min ago   (33+ words) AI coding tools are getting faster. The real challenge now is not generating code — it is giving AI enough structure to generate …...

1+ day, 21+ hour ago   (926+ words) AI-native development does not only need better specs, agents, and workflows. It needs a way to determine whether …...

1+ week, 6+ hour ago   (608+ words) Toward the end of the summer vacation season, while browsing through the vast body of AI-related news and knowledge, I repeatedly came across a seemingly new concept called spec-driven development (SDD). After some reading, I could not help but notice…...

1+ week, 4+ day ago   (848+ words) How much code do you still write by hand? People on my team say no more than 15%. For me, it is closer to 2%. That dramatically raises the bar for generated code: the better the code, the fewer tokens we spend…...

1+ week, 5+ day ago   (289+ words) OpenRewrite is the foundation layer of the category for JVM estates: refactorings expressed as recipes against a lossless semantic tree, so changes are type-aware and precise rather than regex-shaped. The open-source ecosystem carries hundreds of recipes for real refactors, from…...

2+ week, 2+ day ago   (1619+ words) TechBullion spoke with Menahil Tanveer about why code review alone cannot prevent architectural decay, how engineering teams can automate structural safeguards, where human judgment remains essential, and what it takes to build software that remains understandable, predictable and safe to…...

2+ week, 2+ day ago   (79+ words) Modelcode Modernization delivered on production systems. See how Modelcode modernized large, business-critical codebases while preserving behavior, infrastructure constraints, and team control. Replaced obsolete dependencies and validated calculation parity across a mission-critical platform. Modernized embedded drivers with host-side protocol and state-machine…...

3+ week, 4+ day ago   (1329+ words) Spec driven development is not a new name for writing requirements first. The difference is what happens to the document afterward: the specification stays in the loop as the artifact an AI coding agent works from, rather than context a…...

3+ week, 5+ day ago   (308+ words) Spec-driven development has been a hot topic for some time now. This blog reflects how I use it on a day-to-day work as a senior …...

3+ week, 6+ day ago   (198+ words) Nexus One Platform Automate open source and AI governance Sonatype Nexus Repository Build fast with a centralized binary repository Sonatype Firewall Reduce remediation with OSS malware protection Sonatype Lifecycle Avoid rework with automated SCA and remediation Sonatype Guide Guide AI…...