Prompt Design Playbook
BeginnerA practical framework for writing clear prompts with context, constraints, and output format.
Audience: Content, marketing, operations, and product teams
Your AI bible for learning, best practices, and trusted links for building with modern AI tools.
A robust AI section with curated resources, implementation guides, practical tools, and downloadable templates.
Resources
28
Guides
8
Tools
15
Downloads
5
A practical checklist for responsible, high-quality AI workflows.
Start with clear success criteria (format, tone, constraints, and quality bar) before writing any prompt.
Provide source data and ask for citations to reduce hallucinations and improve factual reliability.
Test prompts and workflows against noisy, incomplete, and adversarial inputs before shipping.
Avoid sending secrets, private user data, and regulated information to models unless policy allows it.
Use human approval for high-impact outputs (legal, financial, medical, and production changes).
Track prompt versions and monitor quality metrics so improvements are repeatable and auditable.
Use this flow when launching an AI feature.
Browse trusted links for learning, prompting, building, evaluation, safety, and AI community updates.
Official API guides and reference for building AI-powered products.
Building & APIsPrompt engineering techniques and safety-focused guidance.
Prompt EngineeringGuidance for prototyping and shipping with Gemini models.
Building & APIsComprehensive free course covering modern NLP and LLM foundations.
LearningPractical AI courses on prompting, RAG, agents, and evaluation.
LearningFramework docs for building retrieval, agents, and LLM applications.
Building & APIsProduction-focused TypeScript SDK for chat, streaming, and tool calling.
Building & APIsCommunity-maintained prompt strategy examples and references.
Prompt EngineeringFramework and patterns for evaluating model outputs reliably.
EvaluationTracing and evaluation tooling for LLM applications.
EvaluationCommon AI security risks and mitigations for production systems.
Safety & GovernanceFramework for governing and managing AI risk.
Safety & GovernanceResearch and guidance on responsible AI development and deployment.
Safety & GovernanceCommunity benchmark and model comparison leaderboard.
CommunityResearch papers linked with implementations and benchmarks.
LearningCommunity newsletter and interviews on applied AI engineering.
CommunityDaily AI paper highlights and trend tracking.
CommunityGuidelines for safe and helpful model behavior.
Safety & GovernanceFoundational AI literacy course for practical workplace applications.
LearningHands-on paths for AI concepts, copilots, and responsible AI.
LearningDeveloper documentation for text generation, embeddings, and search.
Building & APIsUnified API access and routing across multiple model providers.
Building & APIsOpen-source observability and evaluation for LLM applications.
EvaluationAutomated evaluation framework for retrieval-augmented generation systems.
EvaluationHigh-level compliance orientation for teams shipping AI in the EU.
Safety & GovernanceInternationally recognized policy principles for trustworthy AI.
Safety & GovernancePractical tutorials and explainers across applied AI workflows.
CommunityCommunity and curriculum for shipping ML and AI systems.
CommunityReady-to-use playbooks for planning, shipping, and governing AI workflows.
A practical framework for writing clear prompts with context, constraints, and output format.
Audience: Content, marketing, operations, and product teams
A release guide covering reliability, evaluations, guardrails, and monitoring before launch.
Audience: Product managers and engineering teams
A blueprint for retrieval pipelines, chunking strategy, embedding quality, and answer grounding.
Audience: Developers building support or internal knowledge assistants
How to define test sets, acceptance criteria, and automated scoring for repeatable quality checks.
Audience: AI engineers and QA owners
Defensive patterns for prompt injection resistance, data protection, and risky-output controls.
Audience: Security-conscious teams deploying AI externally
Map repetitive tasks to AI-assisted workflows and define success metrics per automation lane.
Audience: Operations and growth teams
A leadership-level guide for prioritizing use cases, governance, and team enablement.
Audience: Founders and department leaders
A repeatable process for combining text, image, and video tools into one production pipeline.
Audience: Creative teams and agencies
Curated tools for assistants, coding, automation, writing, media generation, and research.
General-purpose assistant for writing, reasoning, planning, and ideation.
Best for: Everyday business and creative workflows
AssistantsLong-context assistant for writing, analysis, and nuanced instruction following.
Best for: Long-form analysis and documentation
AssistantsGoogle assistant ecosystem for multimodal reasoning and productivity tasks.
Best for: Google Workspace-aligned productivity
AssistantsAutomation workflows powered by AI and app integrations.
Best for: No-code workflow orchestration
AutomationVisual automation builder for connecting AI steps into business processes.
Best for: Complex multi-step automation
AutomationAI-powered drafting, summarization, and knowledge management inside Notion.
Best for: Internal documentation and project notes
WritingMarketing-focused AI writing platform for campaigns and brand content.
Best for: Brand-aligned marketing copy
WritingCode completion and coding assistant integrated with popular IDEs.
Best for: Developer productivity
CodingAI-native code editor for implementation, refactoring, and codebase navigation.
Best for: Agentic coding workflows
CodingCloud coding workspace with AI-assisted development and deployment support.
Best for: Rapid prototyping and collaboration
CodingAI-assisted creative suite for design, presentations, and social assets.
Best for: Fast marketing creative production
Image & VideoAI video generation and editing platform for content teams.
Best for: Video ideation and post-production
Image & VideoAI-powered answer engine optimized for cited web research.
Best for: Fast cited research and discovery
ResearchResearch assistant for literature review and evidence extraction.
Best for: Evidence-backed research workflows
ResearchAcademic search tool focused on evidence-based answers from studies.
Best for: Scientific and academic research summaries
ResearchDownload practical AI templates and worksheets to operationalize your workflows.