Context
Sanjay Pal needed firmware, Android, iOS, and a web viewer that pair on the local network without sending video through Avlys servers.
AI & Agentic Systems
P2P Wi-Fi Camera Ecosystem
A P2P camera stack from firmware to phone, with no cloud video hop.
Software build · Device + Mobile + Web · Embedded C/C++ + Android/iOS + WebRTC
Project illustration. Not a verified production screenshot.
Engagement: Software build. The case study documents the implementation scope. Live deployment status and usage are not asserted.
The capabilities below describe the work delivered. Quantified business results have not been published.
Challenge
Firmware, mobile, and web are one product. Splitting them into a website case and an app case would hide the hard part: pairing and WebRTC on the device.
Solution
Avlys scoped an embedded C/C++ bridge, native apps, PIN pairing, and a live web dashboard as a single ecosystem.
Delivered.
Firmware WebRTC bridge
Android and iOS apps
Web live view
mDNS pairing
Capabilities delivered.
Video stays device-to-device.
Pairing uses a rotating PIN, not a cloud account.
Web and mobile share the same handshake.
Listed once, not as website plus app.
How it was built.
01
Audited the data sources, workflows, and constraints the system had to respect.
02
Designed the agent architecture: orchestration, state, grounding, and human checkpoints.
03
Built the pipelines, integrations, and evaluation harness around real cases.
04
Reviewed accuracy and failure modes, then documented the architecture for extension.
Related work.
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