Multi-Agent Handoff Prompts: How to Write Instructions That Transfer Context Between Agents
The system prompt architecture behind reliable agent-to-agent coordination
Brian Gagne
CTO of Kief Studio. 20+ years technology consulting. Cisco Certified Ethical Hacker, UPenn AI for Business, Perplexity AI Business Fellow. Builds the tools Qurtoo teaches you to use.
https://kief.studio72 articles
Designing Tool-Use Prompts That Don't Hallucinate Tool Calls
Why agents invoke wrong tools and the prompt structure that fixes it
The Plan-and-Execute Pattern: Use a Frontier Model to Plan, a Cheap Model to Execute
Cut your agentic workflow costs by 90% without losing quality
Temperature Is Not a Creativity Dial: What Sampling Parameters Actually Do and When to Change Them
The real mental model for temperature, top-p, and top-k with evidence
The Verification Prompt Pattern: Build Self-Checking Into Every LLM Call
One extra prompt turn that catches hallucinations before they ship
Structured Output Prompting: Force Any LLM to Return Valid JSON Every Time
The schema-first prompting pattern that eliminates parsing failures
Context Engineering Beats Prompt Engineering: How to Design Token Budgets That Actually Work
Stop optimizing words -- start optimizing what the model sees
Roleplay Reversal Prompting: Making the Model You
Roleplay reversal makes the AI the user. You become the machine. It’s one of the best ways to train, test, or simulate real-world usage — especially when you're prototyping LLM interfaces.
Inverse Prompting: Reverse Engineering the Input
Inverse prompting is prompt forensics. It flips the script—working from outputs to plausible inputs. It’s essential for audit trails, meta-model training, and understanding how LLMs think in reverse.
How To Choose an AI Platform
These platforms offer a range of services, from natural language processing to computer vision and beyond. In this blog post, we'll dive deep into some of the most popular AI platforms, exploring their strengths, weaknesses, and unique features to help you make an informed decision.
The Art of Sequential Prompting in AI Interactions
Crafting and implementing a series of interconnected prompts to achieve complex outcomes and deeper insights.
Balancing Creativity and Constraints in AI Prompt Design
Navigating the fine line between fostering creativity and imposing necessary constraints in AI-generated content.