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GitHub · 2,847 signals analyzed · Last updated 20 min ago
Stream-Aligned → compared to 23 similar teams
342
Signals / Week
4.2
Deploys / Week
16.7
Reviews / PR
187
Avg PR Size
2.4
PR Lead Time
Team-Rank Fit
Delivery and Feedback metrics positioned against DORA industry benchmarks. Discovery metrics compared to Stream-Aligned team averages. Hollow circle = 30 days ago.
Trend vs.
At Risk
On Track
High
Elite
You
30d ago
Trend (30d):   ↑↑ rapid gain ↑ strong gain ↗ gradual gain → stable ↘ gradual decline ↓ strong decline ↓↓ rapid decline
🔍 Discovery High
Backlog health
4.2 wks
High →
Priority stability
73%
Elite ↑↑
Refinement cadence
1.8 / wk
At Risk ↓
Discovery → Dev lag
8.3 days
High ↗
Overall Discovery Distribution Across Tiers:
At Risk (1)
High (2)
Elite (1)
🚀 Delivery Elite
Deploy frequency
4.2 / wk
Elite ↗
PR cycle time
1.8 days
High ↗
Review participation
87% of PRs
Elite ↗
PR size
187 lines
High ↘
Knowledge spread
62% shared
High ↗
Cross-team dep. load
41% blocked
At Risk ↓
Overall Delivery Distribution Across Tiers:
At Risk (1)
High (2)
Elite (3)
🔄 Feedback / Validation ⚠ Gap
Ticket reopen rate
12%
High ↗
Time in Validation
9.2 days
At Risk ↘
Iteration velocity
6.1 days
High ↗
⚠ User feedback signals not connected
In an era where anyone can ship, knowing whether you shipped the right thing is the new competitive moat. You're measuring how fast you build — but not whether what you built mattered. Teams that close this loop iterate toward product-market fit faster than teams that don't. This is the gap that separates teams that ship fast from teams that win.
How to close the loop →
Overall Feedback Distribution Across Tiers:
At Risk (1)
High (2) · user signals not connected
💡 The Unlock
Your delivery engine ranks in the top 15% of Stream-Aligned teams — elite deploy frequency, elite review participation. The ceiling right now is your cross-team dependency load: 41% of PRs stall waiting on Platform team responses, directly capping how fast you can ship. Resolve that handoff pattern and Elite across all delivery metrics is within reach.

But the more important question is whether you're shipping in the right direction. Your feedback loop has no visibility into whether what you shipped worked. Connecting that signal is the highest-leverage move available to this team right now — and in an agentic world where anyone can build, it's the new competitive moat.
Strengths (vs. Stream-Aligned avg)
▲ Review participation — 116% above peer avg
87% vs. 71% peer avg
▲ Deploy frequency — 68% above peer avg
4.2/wk vs. 2.5/wk peer avg
▲ Priority stability — 16% above peer avg
73% vs. 63% peer avg
Growth Areas (vs. Stream-Aligned avg)
› What Gaia is tracking
Ecological Landmarks
Events that reshape your team's delivery rhythm — discovered automatically.
Scanning behavioral ecology…