AI agents have become the software industry’s latest fascination. Backed by large language models (LLMs), this new class of AI is unlocking data-driven decision-making and autonomous actions, transforming enterprise software practices and business workflows in the process.
However, it wasn’t always this way. According to Ajay Prakash, a senior staff software engineer at LinkedIn, AI agents initially faced a major gap. “Out of the box, AI coding agents weren’t effective,” Prakash tells The New Stack. They lacked context and awareness…

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