SRE

The logs and the repository in one window.

Not an automated root cause engine. One window that holds both halves of the investigation.

Download for macOS
v0.1.33 · .dmg · Apple Silicon & Intel
Signed & notarized by Apple · opens without a Gatekeeper warning
sha256 698955a0187bc039f4c74f5d05a9f10fbb27376a45788a0a241d1326b73873c7
Download for Windows instead
$curl -fsSL https://lucidtrain.com/install.sh | sh

The reason to have observability inside a coding agent is that the two halves of an investigation normally live in different applications. Here the dashboards, the log queries and the repository are in the same window, so the context that a specific error is spiking does not have to be carried by hand into an editor. Be clear on the mechanism though: nothing automatically maps a Loki query to a source file. The agent can read both, and you direct it.

What is actually wired, and what is not

There is no correlation engine here. Nothing parses a stack trace out of Loki and resolves it to a line in your repository, and no page on this site should suggest otherwise. What exists is an agent that can run a log query and can also read and edit the code, in one session, so the handoff between those two things costs a sentence rather than a context switch.

Why that is still worth having

Most of the friction in a production investigation is transport: reading an error in one tool, remembering it, finding the code in another, losing the exact query. Removing that gap is a smaller claim than automated root cause analysis and a much more reliable one, because it does not depend on a heuristic being right about your codebase.

The fix goes through the same review gate

Once you move to the coding tab, everything the coding agent normally does applies: edits arrive as reviewable diffs, commands are risk-tiered, and the catastrophic tier is refused outright. An agent that has just read your production logs should not get a shortcut around the approval path, and it does not have one.

Where it fits against a dedicated AI SRE platform

Tools that watch telemetry continuously, open investigations unprompted and correlate across signals are solving a different and larger problem, and if you need that you should buy that. This is for the engineer who already knows roughly what is wrong and wants the logs and the code in the same place while fixing it.

FAQ

Questions

Does it find the root cause on its own?

No. It queries what you ask it to query and reads the code you point it at. There is no correlation engine mapping telemetry to source locations.

Is this an AI SRE platform?

No. Those watch telemetry continuously and open investigations unprompted. This is a coding agent that can also query your Grafana while you work.

Can it deploy or roll back?

Only insofar as it can run commands you approve, under the same risk tiering as any other command. There is no deployment integration.

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