Test Kitchen - Experiments

Technical guides and experiments on AI agents, tools, and integrations by Berke.

  • Building Agent Persistence in Astreus - Save and restore agent state. Conversations persist across sessions. Pick up where you left off.
  • Building Task Attachments in Astreus - Attach files, images, and data to agent tasks. Process documents, analyze images, work with structured data.
  • Building Complex Workflows in Astreus - Build sophisticated multi-agent workflows with advanced orchestration patterns. Learn dependency management, parallel execution, and production-grade pipeline design.
  • Building Scheduled Workflows in Astreus - Automate AI tasks on schedules. Daily reports, weekly summaries, hourly checks - set it and forget it.
  • Building Context Compression in Astreus - Handle long conversations without hitting token limits. Automatic summarization keeps context while cutting costs.
  • Building MCP Integration in Astreus - Connect agents to external tools via Model Context Protocol. File systems, databases, APIs - through a standardized interface.
  • Building Custom Plugins in Astreus - Extend agents with custom tools. Weather APIs, databases, external services - make your agent do anything.
  • Building Graph Sub-Agents in Astreus - Learn how to combine Graph workflows with Sub-Agent coordination for hierarchical task distribution in Astreus. Create specialized agents and orchestrate them through graphs.
  • Building Basic Graphs in Astreus - Learn how to create workflow graphs in Astreus with task dependencies and sequential execution. Master the fundamentals of Agent.create(), Graph construction, and addTaskNode() for multi-step AI workflows.
  • Building Advanced Sub-Agents in Astreus - Create sophisticated multi-agent workflows with complex coordination patterns. Learn to build specialist agents using different models, implement delegation strategies, and orchestrate teams for production-grade AI systems.
  • Building Basic Sub-Agents in Astreus - Learn how to create and coordinate multiple AI agents using Astreus. Build specialized agents that work together under a coordinator for complex task delegation.
  • Building Agents with Vision in Astreus - Create agents that can see and understand images. Analyze screenshots, diagrams, photos, and visual content with multimodal AI capabilities.
  • Building Agents with Knowledge in Astreus - Create AI agents that can search and retrieve information from knowledge bases using RAG. Learn how to integrate documents, enable semantic search, and build domain-specific agents.
  • Building Agents with Memory in Astreus - Learn how to build AI agents with persistent memory using Astreus. Store conversation history and retrieve context across sessions.
  • Building Your First Agent in Astreus - Learn to build your first AI agent with Astreus. A quick-start guide covering agent creation, task execution, and essential API methods.