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AgentReins
See what your AI coding agents do—and where your data goes
AgentReins is a local-first macOS security console for AI coding agents. It connects prompts, model routes, tools, processes, network activity, file and memory changes into an evidence-backed live task—with honest confidence labels.
Hi Product Hunt — I built AgentReins because AI coding agents could change my machine faster than I could understand what they had done.
A short request can cause an agent to assemble a much larger model context, read memory and project files, call tools and MCP servers, spawn execution processes, connect to model relays, and modify code. Yet the user often sees only one sentence: “Done.”
I did not want another event counter or raw log viewer. AgentReins reconstructs supported agent activity into one evidence-backed live task:
**Request → context → model route → tools → processes → network and files → result**
You can inspect the runtime components behind an agent, see captured context categories and tool calls, review network destinations and relay evidence, follow file and persistent-memory changes, and inspect local code findings. Evidence stays on the Mac by default.
The trust model matters to me: “observed” does not mean “safe,” an agent saying it finished does not mean the outcome was independently verified, and a relay claiming a model name does not prove the upstream model's identity. When AgentReins cannot prove something, it says **Unknown**.
This is an Alpha and the repository includes the current limitations. Today I would especially value feedback on:
1. Which coding agent should we support most deeply next?
2. Which evidence would make you trust—or reject—an agent task?
3. Is the live task understandable without reading raw logs?
Thank you for trying it and for challenging the assumptions behind it.
About AgentReins on Product Hunt
“See what your AI coding agents do—and where your data goes”
AgentReins was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #86 on the daily leaderboard. AgentReins is a local-first macOS security console for AI coding agents. It connects prompts, model routes, tools, processes, network activity, file and memory changes into an evidence-backed live task—with honest confidence labels.
On the analytics side, AgentReins competes within Task Management, Developer Tools, GitHub and Security — topics that collectively have 648.4k followers on Product Hunt. The dashboard above tracks how AgentReins performed against the three products that launched closest to it on the same day.
Who hunted AgentReins?
AgentReins was hunted by Yard Fribley. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AgentReins including community comment highlights and product details, visit the product overview.
Yard Fribley