On August 25, 2026 at 9 am PT (noon ET), Pietro Antonio Cicalese, Senior Technical Marketing Engineer, at Ambarella, will present the free hour webinar “Edge-First Coding Agents: Trustworthy Agentic Development for Real Devices,” organized by the Edge AI and Vision Alliance. Here’s the description, from the event registration page:
Coding agents are usually built as cloud-first abstractions. But for developing trustworthy, production-ready edge systems, we’ve found that coding agents should be designed from the edge outward—where privacy, bandwidth and real-time requirements are real constraints. In this talk, we’ll show how we’re reimagining coding agents for heterogeneous edge AI/computer vision development: separating reasoning from execution, routing capabilities explicitly, checking runtime constraints, validating actions against observed device behavior and providing inspectable evidence and fallbacks. We’ll then make it concrete with Ambarella’s Cooper Developer Platform, which unifies hardware and software bring-up, optimized models and multimodal pipelines and low-code/no-code agentic blueprints that turn high-level intent into deployable edge workflows. Attendees will leave with a practical model for edge-native, governed agentic development and a road map for building physical AI that can ship.
Pietro Antonio Cicalese is a Senior Technical Marketing Engineer at Ambarella. His current work supports Ambarella’s developer and ecosystem enablement for edge AI, including the company’s new Developer Zone, which gives partners access to Cooper software, optimized models and agentic blueprints to evaluate, build and deploy applications at scale. He previously served as a Senior Algorithms Engineer at Ambarella and brings a strong research background in computer vision and medical AI, with publications spanning model attention, agentics and uncertainty-aware deep learning, including work published through MICCAI and the IEEE Journal of Biomedical and Health Informatics.
To register for this free webinar, please see the event page. For more information, please email [email protected].
