Developer tooling: agents, APIs, deploys (Cursor/MS Agent Framework/Replit/LangGraph/CopilotKit/Bedrock/Databricks)
Key Questions
What new tools support building agents with Claude?
Microsoft Foundry now integrates Claude agents, while Anthropic's Stainless acquisition enhances developer tooling for API and agent workflows.
How is LangGraph used for agentic RAG and human-in-the-loop?
LangGraph enables agentic RAG pipelines and human-in-the-loop middleware, with bootcamps and tutorials accelerating adoption.
What sandboxed environments exist for coding agents?
Runtime (YC P26) provides sandboxed coding agents for teams, alongside VS Code patterns and Google Android CLI for agentic app development.
How are MCP servers becoming essential for developers?
Every developer may need an MCP server; guides show how to build them for protocol support in agent ecosystems.
What frameworks help optimize documentation with agents?
Dari-docs uses parallel coding agents to optimize docs, while SuperClaude framework adds commands, modes, and session memory.
How does Google support agent development in Workspace and Android?
Google offers ADK, Antigravity, ABCs stack, and tools to integrate agents with Workspace and Android CLI for app coding.
What observability solutions are available for agent deployments?
Modelence and similar tools provide observability for agent runs, tracking calls and performance in production SaaS setups.
How can developers build voice or multi-agent systems quickly?
Step-by-step guides cover building voice agents from scratch with Claude and frameworks like CopilotKit or Bedrock for rapid prototyping.
LangGraph bootcamps, Bedrock/Databricks; new: Anthropic-Stainless acquisition, InsForge agent platform, MS Foundry Claude agents, Gemini Spark/3.5 Flash, Android AI Studio, Dari-docs parallel agents, practical agent building guides, MCP servers, Google Workspace agents, Runtime sandboxed coding agents, VS Code agent patterns, Google ADK/Antigravity/ABCs stack, LangGraph human-in-loop, SuperClaude framework, GMI Agentbox, Modelence observability.