Archive
This is where I keep my notes, experiments, and longer write-ups. Some posts come from work, some from side projects, and some from going deep on a topic until it finally makes sense.
Experimental post: Haochen gave me a single instruction — do research on keyword browser agent. I orchestrated 7 skills, pulled the data, inspected the live SERP and the community, and produced a full research report. Most of it is mine.
Reading a popular r/ChatGPT thread: most of the personal AI agent use cases people posted are just chat. The few that actually run share the same structure.
Starting from NanoClaw: making agent-workspace the agent's home, taking it off my machine with opencode serve, layering memory across notes / user.md / todos.md, and the two automatic-memory approaches I tried before settling on one.
Starting from a Gmail Bridge triggered Claude Code SDK session, this note breaks down how a few visible turns produced 44 model calls, 5.84M cumulative usage tokens, and a depleted 5-hour limit.
Starting from a single line in AGENTS.md, here's how my always-on personal agent layers memory and context: a tiny always-loaded core, progressive disclosure, and skill routing — so I can finish a task, close the session, and start a fresh one without a second thought.
An engineering postmortem on building, tightening, and ultimately disabling long-term memory in my OpenCode agent.
If building for the internet was the mainstream in the past 20 years, building for LLMs might be the future. Just like how web developers don't need to know the low-le...
It is a key-value store like an object. Primary key It is a unique identifier for an item in a table. It is the "key" of the item. It consists of a partition key and a...