To discover high-value AI use cases, reframe the problem. Instead of thinking about features, ask, "If my user had a human assistant for this workflow, what tasks would they delegate?" This simple question uncovers powerful opportunities where agents can perform valuable jobs, shifting focus from technology to user value.

Obsessing over the latest AI tools leads to scattered, inefficient usage. Instead, focus on the problem you're solving—like gaining leverage—and design an integrated system to address it. The specific tools become secondary to problem-first, system-level thinking.

Instead of using AI for one-off tasks, teach it your goals and weekly workload. Then, pose a strategic question: "How can you help me save five hours this week?" The AI will analyze your tasks and suggest specific ways to automate or delegate, making time reclamation the primary goal.

High productivity isn't about using AI for everything. It's a disciplined workflow: breaking a task into sub-problems, using an LLM for high-leverage parts like scaffolding and tests, and reserving human focus for the core implementation. This avoids the sunk cost of forcing AI on unsuitable tasks.

To truly leverage AI, professionals must change their approach to tasks. Instead of automatically assuming personal responsibility, the first question should be whether an AI tool can perform it. This proactive mindset shift unlocks significant productivity gains by automating routine work.

Instead of immediately asking an AI to perform a complex task, first prompt it to create a functional spec or a sequential plan. Go back and forth to align on this plan before instructing it to execute, which significantly improves the final output's quality and relevance.

Don't limit an AI agent to tasks you can already imagine. After providing full context on your work, ask it open-ended questions like, “How can you make my life easier?” This strategy of “hunting the unknown unknowns” allows the AI to suggest novel, high-value workflows you wouldn't have thought to request.

Instead of telling an AI what to do, reverse the prompt. Describe your role, daily friction, and pain points, then ask the AI to devise solutions. This leverages the AI's creativity to generate novel approaches you might not have considered.

To unlock the full potential of AI, don't just assign it single tasks. Instead, ask: 'If I had infinite, always-available junior talent, what is the ideal process I'd have them follow for a new ticket?' This framing helps you design more comprehensive, multi-step prompts and automations.