Source: The Register: Biting the hand that feeds
As AI commoditizes junior-level coding work, developers are building purpose-built defenses—linters, testing frameworks, code analysis tools—that catch AI hallucinations and enforce quality standards at the source. This isn't passive acceptance of AI but active repurposing: the same communities that might lose routine work are capturing the higher-value layer of verification and system integrity, which raises the bar for what passes as acceptable code. The real competition isn't between developers and models; it's between stacks that can safely integrate AI assistance and those that can't, making tooling expertise more defensible than raw coding speed.