Programme ORBIT at Padma Trade & Logistics: a prompt card showing the six-part anatomy — role, task, context, constraints, format, example — and four versions of it, three failing (prose, an invented date, merged issues) and the fourth passing ten of ten tickets; a rising path of six steps from prompt to structured output, retrieval, tools, agent, and workflow with evaluations; and the agent loop — plan, act, observe, reflect — held inside its budgets of eight steps, five cents and sixty seconds, with an approval gate before any ticket is created, 89 percent evaluation accuracy and 47 of 48 red-team cases mitigated.

CY-MID-111Mid Level · Applied AI & Agentic Systems

Use of AI — Prompt Engineering to Agentic AI: The Masterclass (English + বাংলা)

An eighteen-hour, hands-on course that takes you from writing your first good prompt to shipping a governed, evaluated AI agent — structured outputs, retrieval, tool use, agent loops, multi-agent workflows, evaluation, guardrails and governance — by building one company's AI assistant programme end to end. Switch between English and বাংলা at any time.

18 hours10 chapters40 lessons270 activities10 labs

What you'll learn

Write prompts with the six-part anatomy and iterate them against a test set until they work reliably.
Produce structured, validated outputs; ground an assistant in your own documents with retrieval and citations.
Give a model tools safely, build a bounded agent loop, and choose a workflow with human checkpoints when a fixed path will do.
Measure quality with an evaluation set and regression gate, defend against prompt injection, and present a governed AI programme to leadership.

Price:৳8,000