One current opportunity
Use one real project to unpack the current signal, smallest validation step, delivery hypothesis, and first constraint.
AIGC BOT WEEKLY
Weekly opportunity digest
Each issue keeps only projects worth thinking about: why now, how to validate first, and which constraints decide whether they can become a delivery.
New project ledger
Include only projects with editorial judgment, source links, update dates, and conditions where they do not fit.
Observability collection
Continue covering LLM quality, cost, traces, logs, metrics, APM, and alert governance.