AI GUIDEREAD IN ORDER · EN / RU
Build with Claude
Independent EN/RU reference articles on architecture, tools, MCP, Claude Code, context and evaluation. This collection does not offer certification or promise exam readiness.
Articles are available here after publication. Drafts remain private until their editorial review is complete.
6 available articles. No account or profession selection needed.
- Choose an answer, a workflow or an agent →
Design a useful Claude application by deciding what the model should choose, what code must enforce and what a person must approve.
- Follow the Claude tool cycle without inventing success →
Trace a requested operation, its real result and the next model response; handle interrupted and unsuccessful runs.
- Design tools and MCP boundaries that match the task →
Separate discovery, read access, drafts and writes; design a fictional coaching-record integration with meaningful errors.
- Give Claude Code a bounded change and evidence to check →
Prepare project instructions, distinguish permissions from prompts and review a fictional product-comparison change.
- Keep context, structured output and evaluation separate →
Extract a small invoice record, retain uncertainty and build checks for evidence, format and business meaning.
- Defend an architecture and check what you still need to learn →
Complete an agency-assistant design, reason through original scenarios and separate study progress from certification readiness.