Beginner-first, outcome-first
Guides that end with something running, not just understood.
We assume you have heard of ChatGPT and nothing else. Every guide and demo here takes you from that to a real workflow, one step at a time.
Watch
How to Write Better AI Prompts — and Why It Works
A simple mental model for prompting, grounded in ACL 2026 research: ground the model in the right domain, then direct it with explicit action verbs.
AI Workflows
Using AI locally with Ollama
A practical walkthrough: install Ollama, run Llama 3 on your own machine, and build a private, ₹0/month AI setup.
Local AI
Read
Understanding AI Agents Without the Hype
What an "agent" actually is, where it helps, and where a plain prompt still does the job better.
How to Write Better AI Prompts — and Why It Works
Most prompting advice is a pile of templates. Recent ACL 2026 research points to something simpler — ground the model in the right domain, then direct it with explicit actions.
DeepSeek Harness: A Practical Guide to the Plugin-Based Agent Workspace
What DeepSeek Harness is, how its plugin architecture works, how to try it safely, and where it fits in a real software team.
Running AI Locally with Ollama
Set up private, low-cost AI on your own machine and stop paying for tasks that don't need the cloud.
The Craft of Using AI Well
AI is not a magic button. It's a craft — and like any craft, it rewards taste, iteration, and judgment.
How to Start Using AI in Your Daily Work
A calm, practical starting point — the few habits that turn AI from a novelty into a tool you reach for every day.
How to Choose the Right AI Tool for Your Use Case
A dated, job-first framework for choosing an AI tool without collecting subscriptions — with privacy, cost, effort, and lock-in checks you can run on a real task.
The 1-Week AI Workflow Pilot Scorecard
A practical worksheet for a small team to test one AI workflow safely, measure the result, and decide whether to keep, fix, or stop it.
AI Workflows Every Small Business Should Know
The handful of automations that quietly remove repetitive work without adding cost or complexity.
AI Agents vs. Agentic AI — What's Actually Different
Two phrases from the same hype cycle, often used as if they mean the same thing. One names a thing. The other names an approach.
The Craft Letter
One workflow per letter, sent only when we have something you can actually run. No weekly roundups, no hype, and unsubscribing takes one click.
Stuck somewhere? Ask us directly.
If a guide leaves you with a question, that is our bug, not yours. Tell us where you got stuck, or what we should write next.
A real person replies within two working days — aicroft.in@gmail.com