Building a Plex Issue Fixer That Actually Closes the Loop
A reproducible Seerr and Plex reporting workflow that classifies media problems, selects a safe replacement, verifies it, and reports back.
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A reproducible Seerr and Plex reporting workflow that classifies media problems, selects a safe replacement, verifies it, and reports back.
How native Discord buttons make agent approvals explicit, safer, and easier to automate without building a custom bot UI.
How an OpenClaw agent setup moved beyond passive memory by separating note types, compiling and linting the wiki, syncing it into Obsidian, and shaping pages around action for both humans and agents.
How I modeled data broker removal as a stateful workflow with case tracking, inbox processing, anti-bot experiments, scheduled rechecks, and hard approval boundaries.
Why Zeno moved operational secrets into Proton Pass, what changed in real workflows, and where the setup still has edge cases.