AI Coding Agents in Organizational Context with Dennis Pilarinos - Software Engineering Daily

AI Coding Agents in Organizational Context with Dennis Pilarinos – Software Engineering Daily

2 Min Read

AI agents have increasingly been handling software development tasks, shifting the focus from code generation to the challenge of context. The key issue now is understanding the reasoning behind system operations, architectural choices, and external truths beyond the code. As teams integrate agentic tools, inconsistent or missing context has become a leading cause of software not meeting standards.

Unblocked is addressing this context gap. Their context engine collates and interprets organizational knowledge across code, pull requests, documentation, chats, and telemetry. Serving both developers and AI agents, Unblocked’s tool enhances AI code quality and review, minimizes interruptions, speeds up onboarding, and supports safe, effective workflows.

Dennis Pilarinos, Founder and CEO of Unblocked, previously contributed to Azure at Microsoft, AWS, and co-founded BuddyBuild, acquired by Apple. He joins Kevin Ball to discuss context engineering, reconciling conflicting truths, AI system usage, evolving software development bottlenecks, and the role of a software engineer in an agentic environment.

Full Disclosure: This episode is sponsored by Unblocked.

Kevin Ball, or KBall, is VP of engineering at Mento and an independent coach. He co-founded and served as CTO for two companies, founded the San Diego JavaScript meetup, and leads the AI inaction group via Latent Space.

Please click here to see the transcript of this episode.

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