Real-world scenario questions, timed mock exam simulations, domain readiness diagnostics, and instant AI explanations with Sage.
Select a provider + model and paste your API key.
No domain quizzes registered.
No mock tests registered. Add entries to data/manifest.js.
A structured 4-week blueprint designed to guide you from foundational knowledge to scoring 720+ on the certification exam.
Agent loop stages, Single vs Multi-agent trade-offs, state machines, tool gating, and error recovery.
Project configuration (`CLAUDE.md`), permissions model, custom slash commands, hooks, and tool rules.
XML formatting, schema extraction, thinking modes, deterministic JSON generation, and prompt chaining.
MCP servers/clients, tool schemas, transport mechanisms (stdio/SSE), resource URI templates, and sandboxing.
Prompt caching strategies, context window optimization, compaction techniques, and HITL governance.
Allocate ~1.5 to 2 minutes per question. If a scenario is ambiguous, make an educated guess, flag it for review, and move forward.
Pay strict attention to "Select TWO" or "Select THREE" question stems. Evaluate every single option independently before confirming.
Whenever an agent action is irreversible (e.g. database DROP, remote deployment, secret alteration), Human-In-The-Loop confirmation is mandatory.
Remember that prompt caching requires exact prefix matching and minimum token thresholds (1024 tokens on Sonnet/Opus).
Complete a quiz or mock to start tracking your improvement trend.
| Date | Raw /60 | Est. scaled | Result |
|---|
No mock attempts logged yet. Add one above to start tracking your trend.
Browse, resume in the Sage sidebar, or delete past AI coaching sessions.
Loading sessionsβ¦