Guidedreview vs OctoLoops

Turn your commits into a structured review that helps you catch AI-code issues before your teammates do. Free, open source, BYO LLM key.

Always-on agents that watch for the moment a company becomes worth contacting, find the right person there, and draft the message. Free plan from your URL, no account needed.

About Guidedreview

Turn your commits into a structured review that helps you catch AI-code issues before your teammates do. Free, open source, BYO LLM key. Most tools dump every changed file in alphabetical order and leave you to work out how they connect. We use AI to cluster related changes into review units, so you read the change, not the file list. Model companies apparently block your API keys if you do not implement summarization. It's open source (without VC funding), so you can read it, or fork it and point it somewhere else, or modify it for your own workflow.

About OctoLoops

Always-on agents that watch for the moment a company becomes worth contacting, find the right person there, and draft the message. Free plan from your URL, no account needed. 01 Fill in your product's URL 02 Get your plan and first opportunities 03 Review, send, and keep them coming. A company that did something this week which makes your product relevant right now: raised a round to enter a new segment, opened a market, took on a reporting obligation it has no tooling for.