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AI Starter: Ask, Inspect, Prove
Use a repeatable ask-inspect-prove loop without exposing private information or trusting confident output blindly.
3 complete lessons · 75 min · BeginnerWhat do you want to learn?
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AI Starter: Ask, Inspect, Prove
A complete three-lesson bilingual path for using any AI assistant with clearer instructions and stronger verification.
In editorial review
Practical AI Masterclass
A rebuilt ten-part foundation covering prompting, tools, agents, data, RAG, safety, and careers.
- ChatGPT
- Claude
- Gemini
- Perplexity
In editorial review
Build a Website with AI
Plan, build, connect data, add authentication, test, and deploy a real website.
- v0
- Cursor
In editorial review
Agentic Web Applications
Streaming interfaces, tool calls, memory, RAG, scheduled work, guardrails, and deployment.
- ChatGPT
- Claude
- Gemini
In editorial review
Claude Code: supervised repository work
Modernize the recovered CLI guide around permissions, context, diffs, tests, and recovery.
- Claude Code
In editorial review
Codex: plan, change, test, review
Repository context, multi-file changes, verification, parallel work, and safe handoff.
- Codex
In editorial review
Cursor without unsafe autopilot
Use Agent, codebase context, rules, and diff review while avoiding obsolete unsafe modes.
- Cursor
In editorial review
Google Antigravity: the agentic development loop
Reconcile the four recovered guides around current setup, context, subagents, costs, privacy, and skills.
- Google Antigravity
In editorial review
Python developer roadmap
Syntax, data structures, functions, files, OOP, errors, debugging, and maintainable Python.
In editorial review
C systems roadmap
Compilation, arrays, pointers, strings, structs, dynamic memory, and leak inspection.
In editorial review
Java developer roadmap
JVM basics, encapsulation, inheritance, polymorphism, collections, errors, and streams.
In editorial review
React interface roadmap
Components, state, effects, data fetching, performance, context, routing, and custom hooks.
In editorial review
Next.js full-stack roadmap
App Router, server/client boundaries, data, rendering, Server Actions, middleware, and deployment.
In editorial review
Interviewlary walkthrough
A product walkthrough covering setup, live practice, reports, and improvement planning.
In editorial review
Prompting that produces testable work
Goals, context, constraints, examples, output contracts, iteration, and verification.
- ChatGPT
- Claude
- Gemini
In editorial review
AI agents: tools, limits, and supervision
Agent loops, tool permissions, memory, checkpoints, failure modes, and human approval.
- Claude
- Manus
- ChatGPT
In editorial review
Choose the right AI tool for the job
Compare assistants, research tools, document tools, and agents by evidence and risk.
- ChatGPT
- Claude
- Gemini
- Perplexity
In editorial review
Prepare data for reliable AI work
Collection, quality, labeling, leakage, privacy, evaluation sets, and monitoring.
In editorial review
RAG with sources you can trace
Chunking, retrieval, ranking, citations, evaluation, access control, and stale knowledge.
- Claude
- ChatGPT
- Gemini
In editorial review
Responsible AI: privacy, fairness, and accountability
Sensitive data, bias, transparency, human review, incident response, and safer defaults.
In editorial review
Use AI in marketing without losing trust
Research, briefs, drafts, claims, brand voice, approval, disclosure, and measurement.
- ChatGPT
- Claude
- Gemini
In editorial review
AI, work, and durable career skills
Task change, augmentation, evidence of skill, portfolio choices, and continuous learning.
Coming soon
ChatGPT for reliable everyday work
Conversations, files, projects, research, images, privacy choices, and verification.
- ChatGPT
Coming soon
Claude for analysis and documents
Long documents, projects, artifacts, structured analysis, privacy, and verification.
- Claude
Coming soon
Gemini across text, media, and Google tools
Multimodal tasks, files, research, Workspace connections, privacy, and verification.
- Gemini
Coming soon
Perplexity for source-led research
Search modes, citations, source quality, follow-ups, files, and research verification.
- Perplexity
Coming soon
Manus: delegate work without losing control
Task boundaries, connected tools, checkpoints, sensitive data, deliverables, and review.
- Manus
Coming soon
NotebookLM: learn from your own sources
Source notebooks, grounded questions, notes, study outputs, sharing, and privacy.
- NotebookLM
Coming soon
GitHub Copilot across editor, CLI, and review
Completions, chat, agents, repository context, review, privacy, and governance.
- GitHub Copilot
Coming soon
Windsurf agentic IDE workflow
Workspace context, agent changes, terminal actions, review, recovery, and privacy.
- Windsurf
Coming soon
Replit Agent from prototype to tested deployment
Planning, generation, data, secrets, testing, deployment, costs, and ownership.
- Replit Agent
Coming soon
Choose an AI app builder
Compare Lovable, Bolt, v0, and Replit by workflow, portability, data, cost, and risk.
- Lovable
- Bolt
- v0
- Replit Agent
Coming soon
Safe AI automation with n8n, Make, and Zapier
Triggers, actions, credentials, retries, approvals, logs, budgets, and failure recovery.
- n8n
- Make
- Zapier
Coming soon
Use AI confidently in everyday work
A goal-based path through foundations, prompting, research, privacy, and verification.
- ChatGPT
- Claude
- Gemini
- Perplexity
Coming soon
Become a supervised AI-assisted builder
Plan, delegate, inspect, test, secure, and preserve AI-assisted software work.
- Codex
- Claude Code
- Cursor
- Google Antigravity