Wooly · research agent
Ask questions. Get answers. No dashboards required.
Wooly is Weave’s research agent. Ask any question about your engineering org and get grounded, source-cited answers in seconds.
How does AI-assisted output compare across teams?
Ask
Auto
Last 13 weeks
All repos
Or start from one of these
“Why did cycle time spike last sprint?”
“Which teams have the highest revert rates?”
“What did we spend per shipped feature?”
What the answer is built from
4
48 pull requests
github
112 reviews
github
9,204 agent runs
cursor
$12,480 of spend
billing api
Median answer
4.2 seconds
Claims with a source link
100%
Dashboards to configure
None
“Why did cycle time spike last sprint?”
4.2s
“Which teams have the highest revert rates?”
2.8s
“How does AI-assisted output compare across teams?”
6.1s
“Which AI tool has the best cost-per-merged-PR?”
3.4s
“What did we spend per shipped feature last quarter?”
5.7s
Thinking · 4 sources · verifying data points
4.2s
Comparing AI-assisted output per engineer across four teams over the last thirteen weeks. Normalising by codebase component so a platform change and a mobile change count the same, then checking the result against peer organisations of the same size.
AI-attributed share of shipped output · by week
Step 1 of 4
Parse
Wooly reads the question, resolves the teams and repos it mentions, and picks the time window.
Step 2 of 4
Retrieve
It pulls the underlying records: pull requests, reviews, deploys, agent runs and spend.
Step 3 of 4
Attribute
Human and AI contributions are separated on every record it touches, not estimated after.
Step 4 of 4
Cite
Every number in the answer keeps a link back to the exact record it came from.
Context-aware answers
Every answer is grounded in your organization’s own PRs, reviews, deployments, and costs. Not general knowledge — your data.
Source-cited answers
Every claim links back to the underlying records. Click through from any number to the PRs behind it.
Uncover what dashboards miss
Ask cross-cutting questions no fixed dashboard was built to answer, and get an answer in seconds instead of a data request.
One answer · every claim traced
5 of 5
642.12 units shipped
48 pull requests
51% AI-attributed
cursor · agent runs
99th percentile output
peer benchmark
3 reverts on mobile
deploy log
$12,480 of AI spend
billing api
No figure appears in an answer without the record behind it.
What a fixed dashboard gives you
Panels chosen months ago
Someone decided which cuts mattered before you had the question.
One metric at a time
No way to join spend against output against review load.
A request queue
A new cut is a ticket, and the ticket takes days.
Numbers without provenance
Trust the tile, or go and rebuild the query yourself.
What Wooly gives you
Any question
Asked in plain words, the moment it occurs to you.
Cross-cutting by default
Spend, output, review depth and revert rate in one answer.
Seconds, not days
Fast enough to ask the follow-up while you are still thinking.
A citation per claim
Click any figure and land on the record it came from.
4.2s
Median time from question to cited answer
100%
of figures carry a link to their record
0
Dashboards to build, request or maintain
Slack
Mention Wooly in any channel and the answer lands in thread, cited, for everyone reading.
Your Editor
Ask from inside the repo the question is about, without breaking flow to open a tool.
The CLI
Pipe a question into a script, a scheduled job, or your own internal reporting.
The Workspace
The full Wooly surface, with history, saved answers and shared threads.
Give your teams the data they need to build the products you want.
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