The code confidence gap nobody’s talking about
AI has changed the economics of software creation: A task that once took hours to implement can now start with The post The code confidence gap nobo…
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CRA readiness starts in the codebase
The Cyber Resilience Act (CRA) is often discussed as a policy or reporting challenge. But for organizations that build products The post CRA readine…
AI coding agents need a secrets-safe context boundary
AI coding agents play a major role in software development and delivery, and for good reason. They can investigate bugs, The post AI coding agents n…
Cut coding agent token use with better tool output
Before an AI coding agent writes a single line of code, it has already spent tokens. For example, on source The post Cut coding agent token use with…
CLI or IDE? Build in verification first
The argument over where AI coding agents belong,  in an integrated development environment (IDE) or at the command line interface The post CLI…
Why linting alone can’t govern agentic development
There’s no question that AI agents are changing software development. They can move from an idea to a working implementation The post Why lint…
How regulated organizations can increase AI code velocity safely
Many industries are excited about the possibilities AI opens up for software development. Still, for regulated industries, there’s something e…
AI can write the code. Your team still owns the debt.
The software industry is still talking about AI mostly in terms of speed. Models and agents can now generate code The post AI can write the code. Yo…
Cleaner AI training data, fewer bugs: Sonar’s SonarSweep explained
Large language models have moved quickly from novelty to daily infrastructure in software development. We are no longer using AI The post Cleaner AI…
“The AI did it” won’t save you when EU regulators come knocking
The European Union’s Cyber Resilience Act (CRA) is just months away from ushering in a new era of accountability that’s The post “…
How the AC/DC framework helps teams govern AI coding agents
Much of the conversation around AI coding is still centered on how fast machines can produce code. But code volume The post How the AC/DC framework…