An automated blog pipeline
An automated research-and-draft pipeline with a two-pass LLM review before anything publishes, cutting content creation time by 70%.
Publishing consistently is the part of technical writing that fails first — research and drafting eat hours that production work always wins.
Automation could not mean spam: posts needed trending relevance, deduplication against everything already published, and review before anything shipped.
I built a GitHub Actions pipeline that pulled trending topics from developer communities, drafted SEO-optimized posts with LLMs, and ran a two-pass review with duplicate detection before publishing.
Content creation time dropped by 70% and the site gained a steady stream of fresh, relevant posts.
- — Every draft went through a second review pass and duplicate detection — cadence was never worth publishing junk.
- — Trending-topic sourcing keeps posts relevant but biases toward what is already being talked about.
Want something like this built, or want to talk about the work?