Self-hosted personal finance tracking without screen scraping or SaaS subscriptions. This guide walks through connecting Firefly III to U.S. banks via SimpleFIN Bridge, configuring the Data Importer correctly, and automating daily sync with OpenClaw.
Why AI agent memory deserves the same rigor as production code — versioning, namespacing, decay policies, and why unchecked memory growth will eventually corrupt your agent’s behavior.
How I built a heartbeat monitoring system for a self-hosted AI agent — cron health checks, status escalation, cost anomaly detection, and alerting before things break badly.
Managing API keys, passwords, and persistent memory for a self-hosted AI agent without security nightmares — macOS Keychain, LanceDB, and structured markdown files working together.
How we wired together an AI agent, markdown, WordPress WP-CLI, and Nextcloud into a complete publishing pipeline in one afternoon — plus what surprised us along the way.