Ask Ellie

What is Ask Ellie?

Ask Ellie is an AI chat agent that brings your entire engineering context directly into Slack. Instead of jumping between dashboards, you can ask about code changes, PR status, sprint velocity, production incidents, or analytics and get instant answers pulled from your actual tools. It connects with GitHub, Jira, Linear, Sentry, PostHog, and more, turning scattered data into clear, actionable answers.

Who it's for

• Engineering managers who need a quick pulse on team progress, blockers, and delivery flow without scheduling standups or digging through multiple tools.
• Developers who want to debug incidents, check what shipped, or understand code changes without leaving their Slack workspace.
• Product and operations teams who rely on real-time engineering context to make decisions, track releases, and respond to production issues.

Key features

Generates reports on demand

Ask Ellie understands PRs, reviews, commits, and delivery flow from GitHub and Linear. You can ask what changed, what slowed down, and why, and get a clear report in seconds.

Answers real engineering questions

Dashboards give you metrics, but Ellie gives you answers. Ask a question in Slack and receive a direct response, with a chart only when it helps clarify the answer.

Turns answers into action

Ellie connects signals across tools instead of showing them in isolation. One question leads to one answer with full context, so you can act immediately without additional research.

Understand what happened in production

Ellie connects releases, errors, and incidents, so you know exactly what changed and what broke. Ask about a release and get a complete picture of what went wrong and why.

What stands out

"Dashboards give you metrics. Ellie gives you answers."

This one-liner captures the core shift Ask Ellie brings to engineering workflows. Instead of interpreting charts and hunting for context across multiple platforms, you get direct, conversational answers. The agent reads signals across your code, delivery, and product, so you don't have to piece together the story yourself. It turns fragmented tool data into a single, coherent response that saves time and reduces cognitive load.

Worth checking out if…

You're tired of dashboard hopping and want to get engineering answers directly in Slack. If your team uses GitHub, Jira, Linear, Sentry, or PostHog, Ask Ellie can pull context from those tools and give you instant clarity on code changes, sprint progress, or production incidents. It's especially useful for teams that value speed and want to reduce context-switching during incident response or daily standups.