I need a reliable way of measuring developer velocity accurately that my traditional management team can easily understand and report to the board.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a reliable way of measuring developer velocity accurately that my traditional management team can easily understand and report to the board.
3 real searches · 1 real-search pass
DORA software delivery performance metrics deployment frequency lead time change failure rate failed deployment recovery time officialGoogle ↗
OBSERVEDReason
SPACE framework developer productivity metrics paper ACM 2021Google ↗
OBSERVEDReason
DORA software delivery performance metrics throughput work in progress software deliveryGoogle ↗
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). 3 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 software delivery performance metrics deployment frequency lead time change failure rate failed deployment recovery time official Google ↗
SPACE framework developer productivity metrics paper ACM 2021 Google ↗
DORA software delivery performance metrics throughput work in progress software delivery Google ↗
- DORA · dora.dev
- DORA | A history of DORA’s software delivery metrics · dora.dev
- The SPACE of Developer Productivity: There's more to it than you think · microsoft.com
- DORA Quick Check · dora.dev
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DORA software delivery performance metrics deployment frequency lead time change failure rate failed deployment recovery time official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SPACE framework developer productivity metrics paper ACM 2021 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DORA software delivery performance metrics throughput work in progress software delivery OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |