Coverage map

Kaunsa area kitna cover hua, aur kya jaan-bujh kar chhoda gaya. Koi guesswork nahi — ye list audited hai.

Solid foundation

Computers & hardware

Samajh sakte hain ki CPU, RAM, storage aur network kis tarah speed aur cost decide karte hain.

0/4 lessons

Covered here

  • CPU, RAM, storage ka role
  • Files aur processes
  • Client vs server machine
  • Cost vs speed trade-off

Not covered

  • GPU internals aur chip architecture
  • Operating system kernels aur device drivers
  • Data-centre hardware planning

Solid foundation

Programming & languages

Code padh kar andaza laga sakte hain ki kya ho raha hai, aur sahi sawaal poochh sakte hain.

0/4 lessons

Covered here

  • Variables, functions, loops
  • Types aur TypeScript
  • Frameworks kya karte hain
  • Vite jaise build tools

Not covered

  • Khud production code likhna (ye course reading ke liye hai, writing ke liye nahi)
  • Algorithms aur data structures ki depth
  • Language-specific mastery (Python, Go, Rust)

Solid foundation

Web, frontend & backend

Ek request ka poora safar bata sakte hain: browser se server tak aur wapas.

0/7 lessons

Covered here

  • HTTP request/response
  • HTML, CSS, JavaScript
  • React aur rendering
  • Server-side rendering
  • Sessions aur state

Not covered

  • Browser engine internals
  • Advanced CSS architecture
  • Local-first architecture & sync engines (Replicache/Electric)
  • Real-time systems (websockets) ki depth

Working knowledge

Networks & delivery

DNS, HTTPS aur CDN ke basics se samjha sakte hain ki site slow ya down kyun hai.

0/4 lessons

Covered here

  • DNS aur domains
  • HTTPS aur certificates
  • CDN aur caching
  • Latency aur bandwidth

Not covered

  • TCP/IP aur routing protocols ki depth
  • Network security appliances, VPN design
  • Load balancer tuning

Solid foundation

Databases & data

Table, query, index aur migration ke faisle me part le sakte hain.

0/2 lessons

Covered here

  • Tables, rows, relations
  • SQL vs NoSQL
  • Indexes aur slow queries
  • Migrations aur backups

Not covered

  • Query optimisation ki gehri practice
  • Data warehousing aur analytics pipelines
  • Sharding aur replication design

Solid foundation

APIs & integrations

Third-party service jodne ke risks aur costs samajh sakte hain.

0/5 lessons

Covered here

  • REST endpoints
  • API keys aur permissions
  • Webhooks aur retries
  • Rate limits
  • Git aur code review
  • README, runbook aur decision log likhna

Not covered

  • GraphQL ki depth
  • Event-driven architecture patterns
  • API versioning strategy at scale

Working knowledge

Cloud & infrastructure

Hosting, environments aur bills ke baare me confident faisla le sakte hain.

0/5 lessons

Covered here

  • Servers vs serverless
  • Environments (dev, staging, prod)
  • Deploys aur rollbacks
  • Feature flags aur staged rollout
  • Cloud billing basics

Not covered

  • Kubernetes aur container orchestration
  • Zero-maintenance global infrastructure (Edge-state, auto-scaling to zero)
  • Infrastructure-as-code (Terraform) practice
  • Multi-region architecture

Solid foundation

Security & privacy

Common attacks pehchaan sakte hain aur team se sahi protections maang sakte hain.

0/5 lessons

Covered here

  • Auth vs authorization
  • Password hashing
  • Secrets, .env config aur key rotation
  • Common attacks (injection, XSS)
  • Privacy aur data handling

Not covered

  • Penetration testing khud karna
  • Compliance audits (SOC 2, ISO) ki process
  • Cryptography design

Working knowledge

AI, LLMs & agents

Decide kar sakte hain kahan AI value degi aur kahan risk zyada hai.

0/11 lessons

Covered here

  • LLM kya hai aur kaise jawab banata hai
  • Tokens, context window aur cost
  • Prompts, embeddings, RAG aur fine-tuning ka farq
  • Hallucination aur guardrails
  • AI agents ka workflow
  • Training pipeline: pretraining, fine-tuning, RLHF, parameters
  • Hugging Face, model cards, open weights vs closed API, licence
  • GPU vs CPU, VRAM math, quantisation — kaun sa model kahan chalega
  • KV cache, batching, tokens per second, prompt caching aur hosting cost
  • AI builders, Codex aur Claude Code workflows
  • Context engineering, MCP aur tool contracts
  • Prompt injection, scoped agent access, approvals aur sandboxes
  • Evaluations, token budgets aur model choice

Not covered

  • Khud model train karna (hands-on GPU practice)
  • Transformer maths aur attention ki internal depth
  • Production serving ka tuning aur multi-GPU setup
  • Vector databases aur RAG ki gehri engineering

Solid foundation

Quality, testing & operations

Bug reports padh sakte hain, testing maang sakte hain, aur outage handle kar sakte hain.

0/6 lessons

Covered here

  • Manual aur automated testing
  • Debugging ka tarika
  • Logs, metrics, alerts
  • Background jobs, cron aur silent failures
  • Incident response aur postmortem

Not covered

  • Load testing at scale
  • Chaos engineering
  • On-call rotation design for big teams

Solid foundation

Product, UX & shipping

Accessible, usable product ship kar sakte hain — pricing aur analytics ke saath.

0/13 lessons

Covered here

  • Accessibility basics
  • Mobile vs desktop vs web choices
  • Payments aur pricing
  • Analytics aur privacy
  • Licences
  • Transactional email, SPF/DKIM/DMARC aur delivery events
  • SEO metadata, sitemaps, structured data aur canonical URLs
  • Localisation, Unicode, Hindi/Indic text aur locale formats
  • Data minimisation, consent, deletion/export aur DPDP awareness

Not covered

  • Deep UX research methods
  • Game engine development
  • Native mobile app store operations

Out of scope, on purpose

Ye course ye nahi sikhata

  • Writing production code yourself

    Ye course technical judgement ke liye hai. Coding sikhne ke liye ek hands-on course chahiye.

  • Data science & machine learning maths

    Statistics aur model training ek alag saal-bhar ka rasta hai.

  • Hardware/embedded engineering

    Chips aur firmware software product founders ke daily faislon me nahi aate.