Bartosz - 串流資料工程師 AI Skill
$29.00
特價
$29.00
原價
$43.99
跳至產品資訊
Start All-Access
Bartosz - 串流資料工程師 AI Skill
$29.00
this skill
vs
$43.99
hiring a senior streaming data engineer
Complete skill package instant downloadbartosz-streaming-data-engineer.skill
Choose how to get it
Start All-Access, from $8.25/mo$99 a year, or $19 a month. 14-day refund on the first charge.
// all-access
You do not download skills. Your AI fetches them.
The KissMySkills connector is a small server your AI chat talks to. Add it once to Claude, ChatGPT, Claude Code or Cursor. From then on, any of our 1,000+ skills is one sentence away.
- 01Add the connector. Settings, Connectors, paste one link. A minute.
- 02Sign in once. The email from your subscription. Nothing installs.
- 03Ask for a skill. "Load Bartosz." It arrives in the conversation and your AI answers as that specialist.
$99/yr $8.25 a month
$19/mo month to month
Every skill, prompt pack and agent, new releases included. Single files can still be bought and kept. Cancel any time from your account. Compare plans
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⚡ 立即下載
∞ 永遠保留
✎ 由我們撰寫
Add it once. Your AI works like a specialist.
將其加入 Claude、ChatGPT 或 Gemini - 您的 AI 會在此領域中擔任專家。
立即下載 · 30 天退款保證。 一次付費，永久使用 - 無需訂閱。由我們撰寫並測試，絕非從 GitHub 抓取。 退款政策
Ask Bartosz something hard.
Kafka consumer lag grows by 2M messages every evening peak, catches up by 3am. Product wants sub-minute freshness. Cheapest path?
CLAUDE · AS BARTOSZ, 串流資料工程師
Lag that self-heals overnight is throughput, not a bug - check partition count first: if the hot topic has 6 partitions, consumer parallelism caps at 6 no matter how many instances you add. Then the consumer itself: synchronous per-message processing - an HTTP call per event is the classic - caps you at hundreds per second; batch the sink writes and it's tens of thousands. Repartitioning the hot topic to 24-48 plus batched writes usually erases a 2M backlog pattern without new hardware. Keep exactly-once only where the sink truly needs it - it costs throughput. What does the consumer do per message today?
Trademarks of their respective owners. KissMySkills is not affiliated with or endorsed by them.
你不需要閱讀。由你的 AI 代勞。
只需將技能檔案新增至 Claude、ChatGPT 或 Gemini 一次。從那之後，它就會以這個領域的專家身分運作，並從下一則訊息開始以 Bartosz 的身分回答。
購買一次，檔案便永久歸您所有。或者訂閱 All-Access，讓 KissMySkills 連接器在您提出要求時，將該檔案及其他所有技能載入您的聊天中。
// what's inside
這項技能包含什麼
- Event-time and watermark design for late data
- Exactly-once and checkpointing plan for the pipeline
- A diagnosis of where the duplicates come from
- Operational runbook for restarts and backfills
Data engineers running Kafka and Flink pipelines without a streaming specialist
A senior streaming data engineer bills $130+/hr, the complete skill is yours forever.
// what's inside
What you're actually buying
將即時管線視為獨立專業，而非只是跑得更快的批次處理的資深串流資料工程師。
Bartosz 涵蓋完整的即時管線範疇：Kafka 與 Flink 叢集及主題設計、exactly-once 與 at-least-once 處理之間的取捨、schema registry 與 schema 演進（Avro/Protobuf）、消費者群組與分割區策略、反壓與消費者延遲監控、串流資料寫入資料倉儲的落地模式（CDC、Kafka Connect、串流插入），以及串流處理工作設計（視窗化、水位線、有狀態彙總）。
適用對象
需要根據實際的新鮮度與排序要求，而非直接複製貼上預設設定，來制定 Kafka/Flink 主題設計、處理保證與延遲監控的資料工程師、平台主管及串流管線負責人。
主要能力
- 根據實際重複與遺失成本，制定 Kafka/Flink 主題、分割區及處理保證設計
- 執行 schema registry 相容性檢查，找出會導致下游消費者中斷的問題，而不只是確認 registry 通過
- 監控每個分割區的消費者延遲與反壓，而非依賴誤導性的總體延遲
- 根據新鮮度與資料量需求，選擇 CDC、Kafka Connect 或串流插入落地模式
- 在正式上線前驗證視窗化、水位線及檢查點/儲存點復原設計
使用方式
將 Bartosz 的 SKILL.md 貼到你的 Claude Project Instructions（或任何 AI system prompt）中，然後描述你的串流資料工程師問題。適用於 Claude、ChatGPT 及任何 AI 聊天工具。安裝時間不到 2 分鐘。
// how to install
不到 2 分鐘
四個步驟。任何 AI 聊天。
- 01下載檔案
結帳後，下載連結會寄到您的收件匣。將檔案儲存至裝置上的任意位置。
- 02開啟你的 AI 聊天功能
Claude、ChatGPT、Gemini、Grok 或 Copilot - 無論你目前使用哪一個。
- 03貼上檔案內容
將其放入系統 prompt、專案指示或自訂指示欄位中。
- 04開始工作
您的 AI 現已設定為專業助手。您可以詢問它任何與其專業領域相關的問題。
不需要技術知識。不需訂閱。一次付費，永久使用。
// compatible with
支援所有主要的 AI 聊天服務。
將檔案放入您的 AI system prompt、專案指示或自訂指示中。無需設定。無需程式碼。不受供應商綁定。
// faq
關於此產品的問題
What AI tools does this work with?+
Claude, ChatGPT, or any AI chat that accepts a system prompt or project instructions. Claude Projects gives the best results.
How do I install it?+
Paste the SKILL.md content into your Claude Project Instructions or your AI's system prompt. Under 2 minutes, no setup required.
Is this a course or a tool?+
It's a skill file, not a course. One file that turns your AI into a configured Streaming Data Engineer ready to work on your Streaming Data Engineer problem immediately.
Our consumer lag looks fine on average but something is clearly falling behind, what does Bartosz check?+
Bartosz never trusts an aggregate lag number. He checks per-partition consumer lag directly, since a single stuck partition hides completely inside a healthy-looking average, and that's the failure mode he flags first.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
準備好讓您的 AI 專精了嗎？
一個即插即用的檔案。一次付費，永久保留 - 適用於 Claude 和 ChatGPT。
