A real-world case study in passive threat intelligence and open-source investigation. Disclaimer: This research was conducted exclusively for educational purposes and passive threat intelligence. No systems were breached, no credentials were used without authorization, and no sensitive identifying data is reported in this article. All information collected comes from publicly accessible sources: S
CoderLegion charges $10/month premium while running hidden ads, faking their founding date, inflating user counts by 70%, and sending bulk emails with mail merge errors. Full technical proof. Every claim verified against public record. TL;DR: CoderLegion charges $10/month for "premium" access to ~37 active writers on a free open-source script running on $5 shared hosting. They claim no ads (Goo
Building AI calling agents shouldn't require a commercial license or massive per-minute markups. If you are a Python developer, you should be able to spin up a sub-500ms latency voice agent on your own machine. Prerequisites Python 3.10+ A Twilio or Telnyx SIP Trunk LiveKit Credentials An OpenAI API Key First, clone the Siphon repository and install the requirements. pip install siphon-ai Next, c