Blog
Ideas, playbooks, and engineering.
What we're learning building the best affiliate aggregation platform in the world.
Recent posts
Engineering2026-04-15
How we detect KPI anomalies (with code)
EWMA, isolation forests, and the cost-aware hybrid we use in production.
Engineering12 min read
Playbook2026-04-08
Revshare vs CPA vs hybrid: the math that matters
A practical cheat sheet for negotiating, modelling, and reporting commission structures.
Maria K.7 min read
Engineering2026-03-29
Scraping affiliate portals without breaking (or getting banned)
Residential proxies, session rotation, selector drift, and the self-healing loop we built.
Engineering11 min read