Retros stop being a meeting. They become a system.
Most retro tools start when the meeting starts and stop when it ends. SmartRetro runs continuously — detecting patterns between retros, focusing the conversation during them, and tracking follow-through after.
Two weeks between retros · platform team
What SmartRetro sees that a meeting alone can't
Between retros, not just inside them.
The team walks in to a focused agenda.
Owners and unresolved items persist.
The three layers
One system, working in three places at once.
Most retro tools only run during the meeting. SmartRetro works before, during, and after — so signal compounds instead of resetting.
Between retros
14 days · always onAI watches your team's actual work — not just what people remember to bring to the meeting.
SmartRetro reads from GitHub, Slack, Linear, and your incident toolchain. It detects friction patterns, flags recurring themes, and builds a brief — all before anyone opens the retro board.
Pattern memory
Knows what came up last retro — and the one before that.
Source-grounded
Every pattern cites PRs, incidents, or messages — not vibes.
Quiet by default
No alerts or interruptions. Signal accumulates in the background.
PR review latency
Avg 28h on migrations · up 2.3× since last retro
GitHubDeploy retry rate
Thursday window · 3 of last 4 deploys retried
Linear · GitHub ActionsSlack signal
'Rollback ownership' mentioned 6× in #platform
SlackRecurring theme
Release checklist confusion · 3rd retro in a row
SmartRetro memoryAt the retro
45 minutes · synchronousRecommended focus
Deploy friction has appeared in 3 retros in a row. Two related action items from last cycle are unresolved.
The team walks into an agenda — not a blank canvas.
AI generates a brief before the meeting. Themes are pre-clustered, carry-forward items are visible, and the team votes on what matters most — saving 10–15 minutes of sorting every cycle.
Themes pre-clustered
Notes already grouped — discuss, don't sort.
Voting on what matters
Start on the issue with the strongest signal.
Carry-forward visible
Unresolved items from last retro at the top.
Less ceremony
Tighter retro in 30–45 minutes.
After the retro
Next 14 days · asyncDecisions stay alive — owners, due dates, and unresolved work carry into the next cycle.
Every action item gets tracked. Owners get nudged when work stalls. Anything still open in 14 days feeds the next retro brief automatically.
Async coaching
Light nudges to owners when action is stale.
Synced to your tracker
Linear / Jira / GitHub — action items stay connected.
Carry-forward, not loss
Unfinished work feeds the next retro brief.
Operational memory
Decisions become searchable team history.
Standardize rollback ownership
in progressDocument release checklist v3
openReduce PR review SLA on migrations
in progressAnything still open in 14 days appears in the next retro brief.
The principle
AI handles the pattern. Your team handles the conversation.
SmartRetro is opinionated: AI should do detection, clustering, and memory. Humans should do judgment, ownership, and direction. Here's how we split it.
AI does
Detection, clustering, memory
- Detect signal continuously across PRs, deploys, incidents, and retro history
- Cluster messy notes into themes the team can actually discuss
- Recognize when a pattern is repeating across cycles
- Draft the retro brief and surface unresolved work
- Nudge owners on stale or stuck action items
- Summarize discussion into a record the team can search later
Humans decide
Judgment, ownership, direction
- Decide which patterns are real problems vs. noise from a bad week
- Hold the conversation about why something keeps happening
- Choose what behavior actually needs to change
- Own action items and commit to a deadline
- Read the room — the things that don't show up in any signal
- Set the team's direction. AI doesn't get a vote on culture
What we read
Signal comes from your team's actual work.
SmartRetro connects to the tools your engineers already use. We read engineering signal — not code, not credentials, not private messages.
GitHub
PR cycle time · review latency · merge patterns
Slack
Channel signal · recurring topics · @mentions
Linear
Issue cycle time · scope changes · resolution
Jira
Sprint metrics · carry-over · blocked work
CI / CD
Deploy frequency · retry rate · rollback
PagerDuty
Incident clusters · on-call load · MTTR
Compared to a one-shot retro
The difference between a meeting and a system.
| Dimension | Traditional retro tool | SmartRetro |
|---|---|---|
| Pattern detection | During the meeting, from memory | Continuous, from real work data |
| Setup | Blank canvas every cycle | Brief is ready before the call |
| Action items | Live in a doc no one re-opens | Synced to your tracker, nudged when stale |
| Repeated issues | Easy to miss across cycles | Surfaced explicitly with history |
| After the meeting | Tool goes dark | Loop keeps running |
Start the loop
See it work on your team's next retro.
Beta access is free for engineering teams. We'll set up the integrations with you and walk through the first brief together.