RRockChinQinlangbot.hashnode.dev·5d ago · 11 min readAsk Telegram for a Release Digest: n8n, LangBot and GPT-6 Astra with Two Live SourcesThe time sink in release tracking is not checking whether something changed. It is opening several release pages and working out which changes deserve attention. This workflow fetches the public GitHu00
RRockChinQinlangbot.hashnode.dev·5d ago · 11 min readBuild a LINE and Discord Order Lookup Bot with n8n, LangBot and GPT-6 Astra“Where is my order?” is a data lookup wearing the clothes of a chat question. A model cannot know whether a parcel shipped just because it can sound like a support agent. Here the order ID extraction 00
RRockChinQinlangbot.hashnode.dev·5d ago · 12 min readTurn Slack Meeting Notes into Saved Action Items with n8n, LangBot and GPT-6 AstraA meeting summary can read beautifully and still fail at the only question that matters tomorrow: who is doing what, and by when? This workflow turns pasted meeting notes into structured action items,00
RRockChinQinlangbot.hashnode.dev·5d ago · 10 min readBuild a Slack and Discord Translation Bot with n8n, LangBot and GPT-6 AstraThe annoying part of team translation is often a single sentence: a deadline, a teammate's name, and a link that must survive intact. Opening another AI window for every message adds friction. A fluen00
RRockChinQinlangbot.hashnode.dev·Sep 15 · 10 min readAsk Telegram for a Release Briefing: GPT-6 Astra + Dify + LangBot, from API to Reply“What changed in the latest release?” sounds like a simple chatbot question. It becomes a data problem as soon as a repository ships something newer than the model knows. I built an on-demand release 00
