Automating PR review sounds great until the bot starts commenting everything. Rules, prompts and limits.
Automating PR review sounds great until the bot starts commenting everything. Rules, prompts and limits.
A bot that comments everything is noise. A well-tuned bot is a first line of defense the team appreciates.
The bot reviews explicit standards and rules, not subjective style. Style stays with humans.
Lessons from the conversational agent we built on LangChain + Weaviate: chunking, verifiable citations, evaluations and the boring part nobody talks about.
Why writing specs before asking an agent for code totally changes the result — and how we're integrating it with MCP.
MCP sounds abstract until you plug it into your Jira, your repo and your documentation. Here are the three servers that save me the most time.