What it is
wwwatch is a daily AI journal for product engineers. Every day, a pipeline collects what moved in AI — new model releases, framework updates, research papers, funding rounds, security incidents — scores it by editorial signal, and writes 300-500 word articles from the actual source content.
No hype, no summaries of summaries. Each article cites its source and only reports what the source actually says. A human reviews every draft before it goes live.
The pipeline
Built by builders
wwwatch runs on Next.js, Neon Postgres, and Claude Sonnet. The pipeline is a deterministic cron job — no live LLM calls in the request path. Pages are server-rendered from the DB. Costs are bounded and independent of traffic.