4 results for "chatgpt ads"
ChatGPT serves ads. Here's the full attribution loop
OpenAI's ad platform has two halves. On the ChatGPT side, the backend injects structured single_advertiser_ad_unit objects into the conversation SSE stream while the model is responding. On the mercha…
Showdown: Full-Time vs. Freelance Engineering – 2026 Income and Tax Data
In 2026, the average senior freelance engineer in the US reported $287k in gross billings, but after self-employment tax and health insurance, took home $162k—just $11k more than their full-time count…
How We Replaced Apache with Nginx 1.25 and Cut Reverse Proxy Latency by 25% for Our APIs
For 18 months, our API gateway’s p99 reverse proxy latency hovered at 210ms, costing us $18k/month in wasted compute and driving a 12% churn rate among high-frequency API consumers. We replaced Apache…
Show HN: Built a local-first way to make AI context reusable across tools
Built ProxVanta over a few weekends after running into the same problem over and over: useful AI context ends up scattered everywhere. Some in GitHub, some in Slack, some in docs, some in people’s hea…