Interview Bank
328 questions total; 1 shown with current filters.
CourseAllFrom Frontend Engineer to Agent Engineer in 30 DaysPrompt Engineering From Scratch in 5 DaysMastering Claude: From Conversation to Claude Code in 5 DaysMastering Codex and the OpenAI Agents SDK in 5 DaysMCP in 7 Days: Wire Tools Into Any AgentAgent Skills in 7 Days: Turn Experience Into Reusable CapabilityContext Engineering in 5 DaysRAG in 14 Days: From Retrieval to Trustworthy AnswersBuild an AI Short-Drama Production Pipeline With Agents in 14 Days
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#api-design9#coding-agent9#distributed-systems8#multi-agent8#rag8#chunking7#debugging7#pipeline-design7#structured-output7#agent-loop6#mcp6#operations6#prompt-injection6#sse6#tool-calling6#tool-design6#context5#context-engineering5#deployment5#embeddings5#hybrid-search5#message-bus5#scheduling5#system-prompt5#agentic-rag4#behavioral4#client4#concurrency4#consistency4#framework-design4#ingestion4#prompt-engineering4#rate-limiting4#retrieval4#routing4#trade-offs4#abstention3#agents-sdk3#caching3#communication3#context-window3#cost-control3#data-quality3#failure-modes3#image-generation3#interview-prep3#langgraph3#latency3#llm-as-judge3#long-context3#model-migration3#model-routing3#orchestration3#ordering3#progressive-disclosure3#prompt-basics3#prompt-caching3#protocol3#provider-abstraction3#ranking3#recall3#redis-streams3#responses-api3#resume3#retry3#runtime3#scalability3#skills3#state-management3#statelessness3#subagents3#timeline3#versioning3#workflow-engine3#access-control2#agent-design2#async-task2#auth2#checkpointing2#citation-verification2#citations2#claude-md2#code-review2#compaction2#context-rot2#contextual-retrieval2#cost-tradeoff2#data-modeling2#database2#distribution2#fallback2#ffmpeg2#golden-set2#grounding2#interview-process2#llm-basics2#long-term-memory2#media-pipeline2#memory2#multi-hop2#multi-tenancy2#oauth2#prioritization2#project-storytelling2#prompt-techniques2#query-rewriting2#react2#refusal2#reproducibility2#rerank2#retrieval-quality2#retrospective2#scripts2#sharding2#state-machine2#tool-permissions2#tooling2#tools2#tracing2#transport2#tts2#ux2#vector-database2#verification2#workflow2#agent-basics1#agent-quality1#agent-sdk1#agents-md1#altitude1#analytics1#approvals1#architecture-review1#async1#atomicity1#attention-budget1#av-sync1#backoff1#bi-encoder1#bm251#budget-control1#build-vs-buy1#cancellation1#candidate-selection1#capacity-planning1#career1#chain-of-thought1#ci1#circuit-breaker1#claude-code1#cli-design1#client-integration1#cloud1#compliance1#compression1#configuration1#confused-deputy1#consistent-hashing1#content-hash1#content-safety1#context-assembly1#context-compression1#context-management1#copyright1#coreference1#correctness1#cost-accounting1#cost-analysis1#cost-optimization1#cross-encoder1#cross-model1#customer-support1#dag1#decision-making1#decomposition1#degradation1#deliberate-practice1#design1#diagnostics1#dimensions1#docker1#documentation1#embedding-migration1#encoding1#engineering-judgement1#engineering-tradeoffs1#error-propagation1#escalation1#eval1#event-driven1#evidence1#failure-analysis1#fairness1#faithfulness1#fan-out1#feedback-loop1#fencing-token1#few-shot1#filter-pushdown1#filtering1#fine-tuning1#forking1#four-elements1#framework-selection1#frontend1#global-market1#graph-rag1#guardrails1#hallucination1#handoff1#handoffs1#headless1#hnsw1#hooks1#human-in-the-loop1#hybrid1#hyde1#incremental-recompute1#incremental-sync1#index-maintenance1#index-routing1#indexing1#information-retrieval1#instruction-hierarchy1#integration1#intent-routing1#interrupt-merge1#invalidation1#isolation1#iterative-scan1#ivfflat1#json-parsing1#json-schema1#just-in-time1#jwt1#knowledge-organization1#labeling1#latency-budget1#lease1#least-privilege1#llm-output-quality1#long-session1#loop-guard1#maintenance1#mcp-basics1#mental-model1#messages-api1#metadata1#methodology1#metrics1#migration1#mobile1#model-selection1#moderation1#modularity1#multi-turn1#multimodal1#nodejs1#normalisation1#notifications1#ocr1#offline-testing1#openai1#overlap1#pagination1#parent-child1#pdf-parsing1#performance1#persistence1#pgvector1#pipeline-reliability1#portfolio1#primitives1#priority-queue1#proactive-messaging1#product-engineering1#production-readiness1#prompt1#prompt-assembly1#prompt-bloat1#prompt-design1#prompt-limits1#prompt-surface1#prompt-template1#prompt-versioning1#prompting1#protocol-versions1#quality1#quality-check1#quantization1#query-transformation1#quiet-hours1#rag-basics1#rank-fusion1#reasoning1#reconnect1#redis1#reflection1#replay1#reporting1#retrieval-failure1#retrieval-metrics1#retry-semantics1#retry-strategy1#review1#risk-assessment1#rollback1#rollout1#rrf1#safety1#sandbox1#sandboxing1#scaling1#schema-design1#schema-validation1#scoping1#secrets-management1#self-assessment1#self-introduction1#self-presentation1#self-reflection1#server-design1#service-architecture1#session-management1#sessions1#similarity1#skill-authoring1#skill-description1#skill-design1#spec1#split-brain1#stakeholder-communication1#star1#state-persistence1#stateless1#stdio-transport1#stopping-criteria1#storytelling1#subagent1#subscriptions1#subtitles1#task-graph1#team-governance1#test-set1#test-strategy1#testing1#thresholds1#timezone1#token-accounting1#token-budget1#tool-budget1#tool-execution1#tool-naming1#tool-schema1#trust-boundary1#tuning1#validation1#vector-index1#workflow-design1#xml-tags1#zero-downtime1
Mastering Claude: From Conversation to Claude Code in 5 Days
D5 Automation and Scale: Headless -p Into CI, Parallel Sessions and Worktrees, Writer/Reviewer Dual Sessions, Adversarial Review, Common Failure Modes; a 20-Line Minimal Agent SDK Agent
What three things must you control when running claude -p in CI, with which flags, and why is --bare recommended?把 claude -p 放进 CI 时要控制哪三件事?具体用哪些参数?为什么推荐加 --bare?
Common in ChinaCommon overseasIntermediate#headless#ci#permissionsHow to reason about it · think before answering
- This tests awareness of unattended risk. 'Add an API key and run it' reads as no production experience; the interviewer wants the three locks — permissions, budget, reproducibility — each with its flags.
- Permissions: nobody answers 'allow?' unattended, so either allowlist tools (--allowedTools "Read,Grep" or "Bash(git diff *)", mind the space before *) or set a baseline (--permission-mode dontAsk denies anything outside the allowlist; acceptEdits permits file edits), plus --permission-prompts none to deny anything that would have prompted. -p starts in Manual on every plan, so pass the mode explicitly.
- Budget: --max-turns caps turns, --max-budget-usd caps spend; both stop with an error. Without them a looping task can drain your quota; with a Stop hook, allow enough turns or the run ends on 'max turns' rather than 'tests pass'.
- Reproducibility: --bare skips auto-discovery of hooks, skills, plugins, MCP, and CLAUDE.md so every runner behaves the same and starts faster — and it is a security measure, since a cloned repo's hooks would otherwise run silently under -p (no trust dialog). Add --no-session-persistence and keep the prompt and --append-system-prompt in version control.
- Follow-ups: authentication under --bare — it ignores subscription login, so set ANTHROPIC_API_KEY. Judging success — is_error, subtype, and total_cost_usd from --output-format json; fail the job on a non-zero exit.
分析过程 · 先想清楚再作答
- 这题考无人值守的风险意识。答「加个 API key 就能跑」会被判没上过线;面试官想听权限、预算、可复现三道锁,以及每道锁对应的参数。
- 权限:无人值守时没人回答「允许吗」,所以要么白名单放行(--allowedTools "Read,Grep" 或 "Bash(git diff *)",注意 * 前的空格),要么定基线(--permission-mode dontAsk 一律拒绝白名单外的动作;acceptEdits 允许改文件),再加 --permission-prompts none 把本来要问人的动作直接拒掉。-p 模式的起始档位是 Manual,必须显式传。
- 预算:--max-turns 限轮数、--max-budget-usd 限花费,到了就停并报错。没有它们,一个卡在循环里的任务能耗尽额度;有 Stop hook 时要给足轮数,否则会以「轮数耗尽」而不是「测试通过」结束。
- 可复现:--bare 跳过 hooks、skills、插件、MCP、CLAUDE.md 的自动发现,让每台 runner 结果一致、启动更快;同时也是安全措施——不加它,clone 下来的陌生仓库里别人写的 hook 会在 -p 下无提示地执行(无头模式没有信任对话框)。配合 --no-session-persistence 不落盘,提示词与 --append-system-prompt 进版本控制。
- 可预期的追问:--bare 之后怎么认证?它不读订阅登录,必须设 ANTHROPIC_API_KEY;再追问怎么判断成败——--output-format json 的 is_error / subtype / total_cost_usd,退出码非零脚本就 fail。
Key points
- Permissions: --allowedTools allowlist plus --permission-mode dontAsk or acceptEdits and --permission-prompts none; -p defaults to Manual
- Budget: --max-turns and --max-budget-usd stop the run; leave headroom for Stop hooks
- Reproducibility: --bare skips local auto-discovery and keeps a cloned repo's hooks from running in CI; --no-session-persistence
- --bare requires ANTHROPIC_API_KEY; judge success from is_error in the JSON and the exit code
答题要点
- 权限:--allowedTools 白名单 + --permission-mode dontAsk / acceptEdits + --permission-prompts none;-p 默认 Manual 必须显式传
- 预算:--max-turns 与 --max-budget-usd,到了就停;有 Stop hook 时给足轮数
- 可复现:--bare 跳过本机配置自动发现,也防陌生仓库的 hook 在 CI 上跑;--no-session-persistence
- --bare 需要 ANTHROPIC_API_KEY;成败看 --output-format json 的 is_error 与退出码