https://muhammadamal.my.id/tags/multi-agent/ Recent content in Multi-Agent on Hi, I'm Muhammad Amal Hugo en-us Wed, 26 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/observability-for-multi-agent-systems-langsmith-and-phoenix-in-2025/ Wed, 26 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/observability-for-multi-agent-systems-langsmith-and-phoenix-in-2025/ Hands-on observability for multi-agent systems with LangSmith, Phoenix, OpenTelemetry, plus what to alert on and what to ignore. https://muhammadamal.my.id/blog/long-running-autonomous-agent-workflows-checkpoints-and-retries/ Mon, 24 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/long-running-autonomous-agent-workflows-checkpoints-and-retries/ Patterns and runnable code for long-running agent workflows, durable checkpoints, idempotent retries, deadlines, and circuit breakers. https://muhammadamal.my.id/blog/agent-to-agent-communication-protocols-choosing-the-right-one/ Wed, 19 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/agent-to-agent-communication-protocols-choosing-the-right-one/ A senior engineer’s guide to picking an agent-to-agent communication protocol, with shared state, typed actors, MCP, brokers, and HTTP compared. https://muhammadamal.my.id/blog/model-context-protocol-explained-building-mcp-servers-in-2025/ Mon, 17 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/model-context-protocol-explained-building-mcp-servers-in-2025/ Hands-on guide to the Model Context Protocol from Anthropic, building a Python MCP server with tools, resources, and prompts, and integrating it. https://muhammadamal.my.id/blog/autogen-0-4-deep-dive-what-changed-and-how-to-use-it/ Wed, 12 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/autogen-0-4-deep-dive-what-changed-and-how-to-use-it/ What changed in the AutoGen 0.4 rewrite, the new actor model, AgentChat patterns, async runtime, and the migration moves from 0.2. https://muhammadamal.my.id/blog/role-based-agent-teams-with-crewai-a-production-walkthrough/ Mon, 10 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/role-based-agent-teams-with-crewai-a-production-walkthrough/ Build a research-and-writing crew with CrewAI 0.86, including custom tools, hierarchical mode, memory configuration, and what to skip. https://muhammadamal.my.id/blog/production-multi-agent-systems-with-langgraph-0-2-a-hands-on-tutorial/ Wed, 05 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/production-multi-agent-systems-with-langgraph-0-2-a-hands-on-tutorial/ Hands-on LangGraph 0.2 tutorial covering Postgres checkpointers, retries, interrupts, streaming, and the gotchas that bite when you ship. https://muhammadamal.my.id/blog/multi-agent-systems-in-2025-architecture-patterns-that-work/ Mon, 03 Mar 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/multi-agent-systems-in-2025-architecture-patterns-that-work/ Practical patterns for multi-agent systems in 2025 with runnable LangGraph and CrewAI snippets, plus the gotchas that bite teams in production. https://muhammadamal.my.id/blog/multi-agent-conversations-with-autogen/ Mon, 13 May 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/multi-agent-conversations-with-autogen/ When AutoGen’s multi-agent model earns its keep, when it does not, and the patterns that prevent infinite loops and budget blowups.