Honest writing about API testing, not pitch decks.
What we actually do, what we don't, and what we have learned shipping API test suites for product teams. No buzzwords, no inflated numbers — just notes from the people who maintain the suite when it breaks.
What TestingForge does (and what it doesn't)
A truth sheet, not a marketing page. What we actually generate from your repo, what we never touch, where AI is in the loop, and the limits we ship today.
Read articleAI API Test Automation: an honest guide
A vendor-honest take on AI-assisted API test automation in 2026 — what models can and can't do, where humans still have to sit, and how to introduce it without making the suite worse.
API testing: things we wish every team did
A blunt, opinionated checklist: contract checks, determinism, environment isolation, secret hygiene, and how to wire API tests into CI without death by red pipelines.
Where QA money actually goes
Most "QA cost" is not headcount — it hides in regression cycles, brittle suites, and incidents that escape to production. An honest breakdown of where the spend lives.