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Reverse-Engineering

Reverse-Engineering Blackbox Exploration, chatgpt, openai, realtime api with webrtc

How OpenAI does WebRTC in the new gpt-realtime

Earlier this month, OpenAI released the GA version of its realtime API. This includes many capabilities that the Beta didn’t have, including video support. I started out doing an update to the The Unofficial Guide to OpenAI’s Realtime WebRTC API I made for the Beta release last November. I discovered there were enough WebRTC updates […]

Chad Hart · September 23, 2025

Guide Reverse-Engineering Blackbox Exploration, openai, realtime api with webrtc

Measuring the response latency of OpenAIs WebRTC-based Realtime API

As Chad mentioned in his post last week, we have been diving into what OpenAI is doing with WebRTC. Over the last months, we actually did a full teardown and compared OpenAI’s Realtime API to what powers chatgpt.com. What intrigued us most was how to measure response latency. One of the key metrics for any […]

Philipp Hancke · April 1, 2025
retrained man standing in a water tank sitting on a stage in front of an audience

Reverse-Engineering Standards e2ee, Google Meet, insertable streams

End-to-End Encryption in WebRTC… 4 Years Later

We covered End-to-end encryption (E2EE) before, first back in 2020 when Zoom’s claims to do E2EE were demystified (not just by us; they later got fined $85m for this), followed by the quite exciting beta implementation of E2EE in Jitsi using Chromium’s Insertable Streams API. A bit later we had Matrix explain how their approach […]

Philipp Hancke · March 12, 2024

Reverse-Engineering av1, Google Meet, k-SVC, SVC, VP9, webrtc-internals

The Hidden AV1 Gift in Google Meet

Earlier last week a friend at Google reached out to me asking Does Meet do anything weird with scalabilityMode? Apparently, I am the go-to when it comes to Google Meet behaving weirdly :). Well, I do have a decade of history observing Meet’s implementation, so this makes some sense! It turned out that this was […]

Philipp Hancke · December 19, 2023

Reverse-Engineering Review Blackbox Exploration, cloudflare, WHEP, WHIP

How Cloudflare Glares at WebRTC with WHIP and WHEP

WebRTC blackbox reverse engineering experts Gustavo and Fippo take a look at Cloudflare’s new WebRTC implementation, how Cloudflare uses the new WebRTC-based streaming standards WHIP and WHEP, and the bold pronouncement that they can be a replacement to open source solutions.

Gustavo Garcia · October 25, 2022

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