Articles
Breakdowns of tools, repositories and approaches — every piece dated and version-checked
39pieces
98.9% on the exam, 90.5% on questions the model never saw. Which number should you trust for your AI feature?
Imagine Claude building an exam for your support bot, then improving the prompt one change per round while hiding part of the questions. How it works.
GuideClaude CodeOctober 5, 202613Read
Your agent's model bill has a ceiling by default. The server it deployed does not. Where do you turn on a hard cap?
Model APIs stop your agent at the tier ceiling. The cloud where it deployed a service usually just emails you. Where to set a hard cap, and where it fails.
GuideAI AgentsOctober 4, 202615Read
Posts, DMs and a content plan without an SMM manager: what do you set up so it all runs itself?
An SMM manager costs about 80,000 ₽ a month, yet four services split the routine: morning topics, copy, autoposting and keyword DMs. What to set up in each.
GuideAI ContentOctober 3, 202613Read