https://muhammadamal.my.id/tags/python/ Recent content in Python on Hi, I'm Muhammad Amal Hugo en-us 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/ 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/openai-python-patterns-pitfalls/ Fri, 06 Jan 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/openai-python-patterns-pitfalls/ Python + OpenAI in 2023: SDK, prompt templates, JSON parsing, retries, async, production pitfalls. https://muhammadamal.my.id/blog/python-etl-pipeline/ Mon, 10 Oct 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/python-etl-pipeline/ Python ETL: SQLAlchemy, Polars, BigQuery client. Incremental sync, errors, monitoring. https://muhammadamal.my.id/blog/lightweight-etl-vs-big-data/ Mon, 03 Oct 2022 09:00:00 +0700 https://muhammadamal.my.id/blog/lightweight-etl-vs-big-data/ Lightweight ETL: Python/Go beats Spark/Airflow for most teams. When ‘big data’ is overkill.