How do modern engineering teams measure developer velocity accurately, and what tool does it best?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do modern engineering teams measure developer velocity accurately, and what tool does it best?
3 real searches · 1 real-search pass
DORA metrics official software delivery performance 2025 lead time deployment frequency change failure rate failed deployment recovery timeGoogle ↗
OBSERVEDReason
SPACE framework developer productivity metrics paper 2021 dimensions satisfaction performance activity communication efficiencyGoogle ↗
OBSERVEDReason
developer experience metrics framework DevEx flow state cognitive load feedback loops official researchGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
DORA metrics official software delivery performance 2025 lead time deployment frequency change failure rate failed deployment recovery time Google ↗
SPACE framework developer productivity metrics paper 2021 dimensions satisfaction performance activity communication efficiency Google ↗
developer experience metrics framework DevEx flow state cognitive load feedback loops official research Google ↗
- The SPACE of Developer Productivity: There's more to it than you think.: Queue: Vol 19, No 1 · doi.org
- DORA · dora.dev
- What is developer experience? · atlassian.com
- Explore LinearB · linearb.io
- Dashboards & Reporting - HelpDocs & User Setup · linearb.helpdocs.io
- Engineering Metrics | LinearB - Get Full Visibility into Your Team's Performance · linearb.io
- Explore DX · getdx.com
- DX Core 4 Benchmarks · getdx.com
- Guide to the DX Core 4 · docs.getdx.com
- Explore Sleuth · sleuth.io
- Sleuth Metrics · sleuth.io
- Explore Jellyfish · jellyfish.co
- Jellyfish for Platform Engineering · jellyfish.co
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DORA metrics official software delivery performance 2025 lead time deployment frequency change failure rate failed deployment recovery time OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SPACE framework developer productivity metrics paper 2021 dimensions satisfaction performance activity communication efficiency OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
developer experience metrics framework DevEx flow state cognitive load feedback loops official research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |