ESP32-S3 Bench Guide
ESP32-S3 N16R8 bench guide: live pinout, lessons, simulators and the bench log.
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Comprehensive, digital handwritten-style study notes for Software Engineering, DSA, System Design, AI, Kubernetes, Docker — plus a Tier 1 → Tier 3 Interview Q&A bank.
Created & Curated by Amit Mahata檢視完整 README ↗Comprehensive, digital handwritten-style study notes for Software Engineering, DSA, System Design, AI, Kubernetes, Docker — plus a Tier 1 → Tier 3 Interview Q&A bank.
Created & Curated by Amit Mahata
| Module | Topic | Web Notebook | PDF Export | Highlights |
|---|---|---|---|---|
| 🧠 AI Notes (book · 15 pages) | Chapters › Topics › Pages | ai-notes/index.html | — | Ch 1 · Inside the Mind of AI › 1.1 The Evolution of AI: Turing Test (1950), Rule-based Expert Systems, ML vs DL, AlexNet, NLP, Transformers, LLMs, GenAI, Multimodal & Autonomous AI Agents › 1.2 Does ChatGPT Know or Guess?: search vs LLMs, next-token probability, weights & knowledge cut-off, base model vs assistant, hallucinations, tools & RAG · Ch 2 · AI Native Software Engineer (coming soon) · one file per topic + book.js manifest (authoring guide), auto-generated Contents page, chapter openers, chapters panel docked beside the page on desktop, 10 hand-drawn sketches in 1.2, tap-to-reveal revision quiz & #topic-id/N deep links |
| 📐 System Design (10 pages) | Distributed Systems Architecture | system-design-notes/index.html | System-Design-Handwritten-Notes.pdf | 4-Step Framework, worked napkin math, hash ring, token bucket, cache-aside sequence, CAP triangle, Kafka partitions, Raft quorum, fencing tokens, hybrid fanout, case studies: URL Shortener & Chat System |
| 🎯 Interview Q&A (25 pages) | Tier 1 / 2 / 3 Company Question Bank | interview-notes/index.html | — | 340+ questions with model answers, follow-ups & traps, tagged by company: 2025–26 loops (Google, Meta AI-enabled round, Amazon Bar Raiser, Microsoft AA, Flipkart machine coding, Atlassian values, TCS/Infosys laterals), DSA, OS & concurrency, DBMS & SQL, networking & APIs, OOP/SOLID/patterns, LLD, system design blueprints, C#/.NET & JS, Docker/K8s, AI/LLM & RAG, STAR + 16 Amazon LPs, HR/CTC negotiation, Q&A Bank II (matrix/bits/KMP, hard DSA & design-a-DS, Docs/Drive/Kafka/Snowflake designs, order-book LLD, production scenarios, more STAR + RAG evals), 30-day plan · Quiz mode |
| 💻 DSA Master (14 pages) | Data Structures & Algorithms Patterns | dsa-notes/index.html | — | 6-week roadmap, Big-O curves, sliding window & rain-water sketches, LRU/LFU, binary search on answer, heaps, trees/tries, graphs (BFS, DSU, Dijkstra), DP, backtracking, "which pattern?" flowchart, dry-run traces & practice sets |
| ⎈ Kubernetes | Container Orchestration | kubernetes-notes/index.html | Kubernetes-Handwritten-Notes.pdf | Control Plane architecture, Pods, Deployments, Services, Ingress & Storage |
| 🐳 Docker | Containerization Fundamentals | docker-notes/index.html | Docker-Handwritten-Notes.pdf | Containers vs VMs, Dockerfile best practices, Volumes, Networks & Docker Compose |
Each note module is built as an interactive web application styled to look like a physical spiral-bound notebook page with:
Kalam, Caveat, Patrick Hand).sketch-kit.css / sketch-kit.js:
$O(n \log n)$ math and `code` in note text are rendered as handwritten math / code chips.Q (or the topbar button) to hide all answers and self-test; printing always includes answers.Prev / Next page navigation & keyboard arrow shortcuts (← / →).Index) popup modal (AI Notes: a generated Contents page, C).×, ☰ or T and the choice is remembered. Smaller screens get the slide-in drawer, which closes after you pick a page.Ctrl + K full-text search across every notebook, plus 4 colour themes (Classic Paper, Dark Obsidian, Vintage Sepia, Tech Blueprint).Simply double-click index.html or any module's index.html file to view directly in your web browser.
To serve locally using npx serve or Live Server:
npx serve .
No Node? Python works too:
python -m http.server 3000
Then navigate to:
http://localhost:3000/http://localhost:3000/ai-notes/http://localhost:3000/system-design-notes/http://localhost:3000/dsa-notes/http://localhost:3000/interview-notes/http://localhost:3000/kubernetes-notes/http://localhost:3000/docker-notes/Notes/
├── index.html # Master Hub Landing Page
├── README.md # Master Repository Documentation
├── ai-notes/ # AI Notes — a book: Chapters › Topics › Pages
│ ├── index.html # App shell only (topbar, sidebar, empty <main>)
│ ├── book.js # Manifest: chapters & topics in reading order
│ ├── chapters/ # One file per topic, e.g. 01-inside-the-mind-of-ai/02-does-chatgpt-know-or-guess.js
│ ├── script.js # Loads topics, builds Contents/openers/sidebar, navigation
│ ├── styles.css # Notebook styles + reusable note components
│ └── README.md # How to add a page, topic or chapter
├── sketch-kit.css / sketch-kit.js # Shared hand-drawn diagram & sticky-note kit (DSA, System Design, Interview Q&A)
├── shared-search.css / shared-search.js # Ctrl+K cross-notebook search + themes
├── dsa-notes/ # DSA Master Notes (14 pages)
│ ├── index.html
│ ├── styles.css
│ └── script.js
├── interview-notes/ # Interview Q&A Bank, Tier 1-3 (25 pages)
│ ├── index.html
│ ├── styles.css # DSA base styles + Q&A card / quiz-mode components
│ └── script.js # Navigation + quiz mode
├── system-design-notes/ # System Design Master Notes (10 pages)
│ ├── index.html
│ ├── styles.css
│ ├── script.js
│ └── System-Design-Handwritten-Notes.pdf
├── kubernetes-notes/ # Kubernetes Study Notes
│ ├── index.html
│ ├── styles.css
│ ├── script.js
│ └── Kubernetes-Handwritten-Notes.pdf
└── docker-notes/ # Docker Master Notes
├── index.html
├── styles.css
├── script.js
└── Docker-Handwritten-Notes.pdf
All notebook web applications include @media print rules tailored for A4 portrait export:
index.html).Ctrl + P).If a page renders as unstyled plain text (e.g. http://localhost:3000/kubernetes-notes), the browser might be requesting relative CSS paths from the root domain.
All index.html files contain an auto-redirect snippet that automatically normalizes /module-name to /module-name/, resolving CSS stylesheets properly.
Handcrafted with ❤️ by Amit Mahata
<head> to guarantee CSS asset loading regardless of whether the URL is accessed with or without a trailing slash (/kubernetes-notes vs /kubernetes-notes/).