How Polaris compares

Every tool records. Polaris connects your team.

Most AI coding session tools are built for one developer replaying their own work. Polaris is the live, shared layer your whole team works in — and the memory that outlasts the session.

Capability	Polaris Live team layer	AgentReplayShareable replays	SessionForgeRemote sessions	vibe-replayReplay + analytics	LonghouseMission control	MantraSession manager	claude-devtoolsSession inspector	SessionBaseSave & share
Record & replay
Captures prompts, responses & tool calls	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes
Replay & audit after the fact	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes
Shareable session links	via Slack	Yes	No	Yes	No	No	No	Yes
Multi-tool (Claude Code + Cursor + more)	Claude Code	Yes	Claude Code	Yes	Claude Code	Yes	Claude Code	Claude Code
Analytics & cost tracking	No	No	Metrics	Yes	No	Yes	No	No
Cross-session search	Yes	No	No	No	No	Yes	Yes	No
Team collaboration
Built for teams, not just solo	Yes	No	Yes	No	No	No	No	Yes
Team dashboard & RBAC	Yes	No	Yes	No	No	No	No	No
Attach session trace to a PR	Yes	Yes	No	Yes	No	No	No	Yes
Live multiplayer
Real-time streaming to your team	Yes	No	Terminal	No	No	No	No	No
Slack-native — no new app to learn	Yes	No	No	No	No	No	No	No
Pull a teammate into a live session	Yes	No	No	No	No	No	No	No
Redirect the agent mid-session	Yes	No	No	No	No	No	No	No
Cross-agent shared context	Yes	No	No	No	No	No	No	No
Team-wide searchable memory	Yes	No	No	No	No	No	No	No
Open source	Yes	Yes	No	No	No	No	Yes	No

How to read this: every tool in this table is good at recording and replaying sessions. Where they differ is what happens during the session and across the team. Polaris streams every session to Slack as it happens, lets anyone step in to advise or redirect the agent, and keeps the full history as searchable team memory. We don't do analytics or cost tracking yet — use vibe-replay or Mantra for that today.