Engineering with AI agents II

Hi, Four weeks ago, I looked into Temporal.io as a platform for building and orchestration reliable workflows. I looked at it through the lens of distributed systems, combining it with concepts from Martin Kleppmann’s Designing Data-Intensive Applications (for reference, DDIA). In this post, I team up with Claude Code and Codex to rebuild these core architectural ideas using LangGraph and Postgres. LangGraph is built specifically for stateful, multi-agent systems. My goal here is to dig deeper into orchestration patterns and gain a clearer understanding of what it takes to run agentic systems in production. My long-term goal is exploring the fault-tolerant guarantees of Temporal with the agentic flexibility of LangGraph as a combination for modern enterprise workflows. ...

July 12, 2026 · 19 min

Engineering with AI agents

Hi, For more than a year, I have been using coding agents, mostly Claude Code. During that time, I have barely written code myself. Instead, my role has shifted toward planning, reviewing and understanding code. I also use these agents for studying, brainstorming and problem-solving. I definitely struggle with the blurred boundary of my own work and orchestrated LLM work. I feel like a Code DJ by using and mixing ideas and samples from someone else. ...

June 13, 2026 · 16 min