2026
Deleting the ROI Calculator
A plausible number is worse than no number. A visitor cannot tell the difference, which is the problem, not the defence.
A deploy that returns HTTP 200 has told you nothing. Three incidents in one project, each passing every status check while shipping the wrong thing.
Pick, before you deploy, the one observable difference this change makes. If you cannot, you are not verifying a deploy, you are hoping.
@article{desk2026not,
author = {Ejentic Research Desk},
title = {A 200 Is Not Proof: verifying a deploy you cannot look at},
year = {2026}
}2026
A plausible number is worse than no number. A visitor cannot tell the difference, which is the problem, not the defence.
2026
Read this before you let an agent call anything a customer will see the output of. The failure mode is not a crash, it is an API returning 200 with a body that means "I did not understand you". There is no exception to catch and no status code to branch on. The result we quote most often is the last one: the fix was one line of schema, not a better model.
2026
Every RAG proposal we are handed assumes dense retrieval is the default and everything else is a downgrade. This is the study that says it depends on corpus size, and that above roughly 10 million tokens a lexical index built for nothing beats an agent that reasons its way through the corpus. It also costs 39 times fewer query tokens at the point where the agent is still winning.