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Company Blog
Modernizing QA for Agentic AI: 3 Gaps Quality Leaders Need to Close
August 13, 2026
AI is not making quality assurance less important. It is expanding the QA mandate.
For decades, quality teams have focused on a familiar set of questions: Did the software meet its requirements? Did the integration work? Did a new release introduce a regression? Did the system produce the expected result?
Those questions still matter. But as organizations begin deploying generative AI and autonomous agents into production, quality leaders face an additional challenge: assuring systems whose behavior cannot always be specified in advance.
Forward Deployed Engineer vs. Frontier Deployment Engineer: What’s the Difference?
August 10, 2026
For years, the Forward Deployed Engineer (FDE) has occupied a unique position between technology vendors and their customers. These engineers work close to the customer, translating complex business requirements into working software, integrations, configurations, and production outcomes.
Now, as generative AI and autonomous agents move from experimentation into business-critical systems, a related deployment challenge is emerging: putting frontier AI safely and reliably into production.
Some organizations refer to engineers working at this boundary as Frontier Deployment Engineers. Others use titles such as AI Deployment Engineer, Forward Deployed AI Engineer, or AI Forward Deployed Engineer.
The terminology is still evolving. The underlying engineering challenge is not.
Buy vs Build in Agentic AI Era
August 5, 2026
The economics of enterprise software are being rewritten. Agentic AI has dramatically lowered the cost and time required to build sophisticated applications, making custom development an increasingly attractive option. Yet while building has become easier than ever, operating, securing, governing, and maintaining AI-powered systems remains just as challenging. That's why the classic build-versus-buy debate is no longer about development cost alone - it's about long-term ownership.
