Automation
Automating the boring half of marketing and operations: crawlers, pipelines, bots and scheduled jobs, with the code and the commands to check them yourself.
- Connect YouTube Analytics to Google Sheets With Apps Script Google documents one clean route from YouTube Analytics into a sheet: an Apps Script service. Here is the script, the scopes, and the limits to watch.
- AI Memory With Tagging: Tags, Embeddings and Graph Edges Are Not Interchangeable MemPalace ships five backends and the default one has a dash in the Namespaces column. Which tools expose tags, and where a tag beats a vector.
- codebase-memory-mcp vs Graphify: What Each One Actually Stores Both are alive, both refuse a vector database, and both were pushed to this week. The split is who owns the graph file.
- Choosing an AI Memory Layer: Sort Them by What Comes Back, Not by Stars A 24,587-star repo whose README says the code moved elsewhere. One axis that actually separates these tools, and the field sorted on it.
- Two Schedulers on One Site: WP-Cron Against Action Scheduler WP-Cron is one autoloaded option. Action Scheduler is three tables with nine indexes. And the batch size of 20 that lost the race was fixed in…
- AI Memory Platform Comparison: Eleven Projects, Six Columns, Every Cell Sourced LightRAG's own README says its default storage is not for production. Storage, persistence, retrieval, licence and release date for eleven projects.
- What Self-Hosted AI Memory Actually Costs to Run Four line items, priced from published rates with the date read. Embeddings are two cents a million tokens. The bill is somewhere else.
- mem0 vs MemPalace: The Benchmark Numbers Are Not Measuring the Same Thing 94.4 and 96.6 on the same benchmark name, measuring two different quantities. What is actually comparable, and what decides it.
- MCP Server vs RAG: Which One You Actually Need They are not competing options. One is a retrieval architecture, the other is a wire protocol. The decision underneath, per data source.
- Cognee Alternatives: What You Are Actually Replacing Three reasons people leave Cognee, three different replacements, and why the most recommended swap keeps the constraint you left over.