Experiments
Just some experiments I conduct when reading articles or when stumbling across interesting ideas.
Using My Knowledge Base to Build a Harness Engineering Podcast
A practical workflow note on using my AI/ML knowledge base to turn podcast references, related sources, and wiki context into a new 60-minute NotebookLM podcast on harness engineering.
Building an LLM-Maintained AI/ML Knowledge Base
A case study of an Obsidian-based AI/ML knowledge base where raw sources, generated summaries, and a concept wiki are maintained incrementally with Claude Code.
How I Turned a Transcript Workflow Gap Into an API Product
How I identified a gap in agent-first podcast transcript access and turned it into Podfetcher: an API product with billing, docs, SDK, CLI, and MCP integration.
Getting Email Access for OpenClaw: Dead Ends, Agent Mail, and a Custom CLI Wrapper
How I added email access to my OpenClaw workflow by testing provider options, discovering IMAP limits in Agent Mail, and shipping a custom CLI wrapper around the Agent Mail SDK.
My OpenClaw Journey (So Far): Starting Late, Choosing a VPS, and Switching to AWS
A practical write-up of setting up OpenClaw on a low-cost AWS EC2 instance, fixing memory issues, and shaping it into an AI morning briefing workflow.
Building a Tiny Coding Agent – Plan, Edit, Verify, Repeat
A small local coding agent that safely edits files using a simple plan–act–observe loop, diff previews, and optional test verification.