Make Your Ai Agent Perform 1000x Better | Prompt Engineering Roadmap 2025 | Task Pattern (PART 3/7)

Discover how to design an effective “Task” prompt—the second crucial element in the Role → Task → Format prompt formula. In this video, we’ll: • Define what “Task” means in prompt engineering • Break down its 5 sub-elements: Action, Topic, Constraints, Format, Criteria • Show why a clear Task helps models deliver precise, relevant outputs • Compare vague vs. structured prompts • Provide a ready-to-save checklist. 🧠 Questions to define a precise Task: 1-What action should the model perform? → “Should it explain, summarize, compare, generate, critique, brainstorm, rewrite, or translate?” 2-What is the exact topic or focus area? → “Which concept, idea, or content should it work on?” 3-Are there any specific constraints to respect? → “Should it limit the length? Use a specific tone or vocabulary? Target a particular audience level?” 4-What format should the output take? → “Should it be a table, bullet points, a paragraph, a step-by-step guide, or a code snippet?” 5-How should the model reason or filter its answer? → “Should it simulate research, compare options, prioritize performance, or apply specific criteria?” ✅ Task given to our model for the case study: Design a structured technical guide for junior developers comparing in-memory and distributed caching strategies within microservice architectures. Simulate consulting: - Internal engineering documentation - Public architecture blogs - Community discussions from senior backend engineers - Benchmark comparisons from real-world fintech systems Analyze the differences between the two strategies in terms of latency, scalability, and fault tolerance. Then decide which approach best suits real-time APIs under tight performance constraints. Present your output in the following structure: - Overview – short definitions of both strategies - Comparison Table – strategy vs. latency, scalability, trade-offs - Recommendation – your reasoned choice for real-time fintech use cases - Common Mistakes – 3 pitfalls junior