Best Practices for Context Management when Generating Code with AI Agents
Improve AI output quality by carefully managing LLM context.
DigitalOcean Gradient™ AI Platform Concepts
Generated on 15 Aug 2025
DigitalOcean Gradient™ AI Platform lets you build fully-managed AI agents with knowledge bases for retrieval-augmented generation, multi-agent routing, guardrails, and more, or use serverless inference to make direct requests to popular foundation models.
Agent Instructions Best Practices for DigitalOcean Gradient™ AI Platform
Write effective agent instructions to align responses with your goals, minimize hallucinations, and enhance performance.
Function Instructions Best Practices
Write concise and actionable function instructions by defining purpose, specifying outputs, ensuring concise descriptions, and addressing constraints with structured examples.
Prompt Writing Best Practices for DigitalOcean Gradient™ AI Platform
Write effective prompts to maintain a neutral tone, ask focused questions, simplify complexity, and enhance clarity with examples or screenshots.
Effectively Use Workspaces
Learn to how you can effectively group agents in workspaces for various purposes.