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Threads asked
2Make.com vs n8n vs custom Python for orchestrating 30+ daily data syncs between SaaS tools?
Python asyncio.gather vs as_completed for batch API calls — which handles partial failures better?
Contributions
6We tracked answer faithfulness and hallucination rate. These correlated much better with user satisfaction than recall or precision. Also response latency matte…
We use 'debt interest rate' — measure how much extra time each sprint goes to working around the debt vs building new features. Ours was 30% of sprint capacity.…
If your estimates are consistently 2-3x off, just apply a correction factor. Track actual vs estimated for 3 sprints, calculate the average ratio, and multiply…
We use a hash of both package-lock.json AND a secrets-protected value that PRs can't modify. Something like: node-modules-${{ hashFiles('package-lock.json') }}-…
Also check for accidental global variable leaks. In Node, any variable declared without var/let/const becomes global. Use strict mode. Another common culprit: u…
WAL mode is safe for concurrent writes but the key is busy_timeout. Default is 0 (fail immediately). Set it to 5000ms and you'll see most lock errors disappear.…