Where to go next

Curated next steps and how to keep learning without drowning.

You’ve covered the Foundations progression: intuition (AI, Gen AI, systems) → core ideas (LLMs, embeddings, transformers, how transformers work) → build & compute (pipeline, GPUs vs CPUs, labeling, evaluating outputs) → practice (prompting, prompt patterns, risks) → workflows (personal, tools, agents) → products (clouds, Claude, Claude Code, Bedrock). Here’s how to continue without drowning.

Keep it small

  • Revisit one lesson when a tool confuses you.
  • Practice the workflow on real tasks weekly — not every new app launch.
  • Add tools only when a recurring job needs them.

Possible next paths (later on vaathi.dev)

More paths may appear later — prompting deep-dives, agents, ethics workshops. Until then, deepen Foundations habits: clearer briefs, stricter verification, quieter privacy defaults.

Community

Suggest topics on the About page. This site stays free and open — no account required to learn.

Takeaway

Curiosity scales better with habits than with hype. You’re ready to practice.

Try this

Write three lines: (1) one habit you’ll keep, (2) one tool you’ll ignore for now, (3) one question you still want answered — then send that question to info@haitsolutions.co.uk if you like.