Engineering and token intelligence to optimize the SDLC
Weave shows you the ROI of every AI dollar, benchmarked against thousands of engineering orgs.
PRs Analyzed
Engineers
AI Tools
TYPE II
Engineering intelligence
Measure your SDLC from prompt to production
Weave combines LLMs and ML to analyze every action from prompt to production. Combining novel AI metrics with DORA, SPACE, surveys, and more into a single pane of glass that shows where your engineering team is getting stuck.
Know where
your team stands
Tokens show consumption, not value. Weave scores cost, efficiency, and quality.
AI impact, engineer by engineer
AI-assisted merges
Team output vs baseline
Avg code quality
Engineer
AI Usage
Output
M. Chen
72%
+31%
R. Mehta
58%
+24%
J. Park
46%
+18%
S. Tombs
31%
+9%
Token intelligence
Know where every token goes.
See how your return on token spend benchmarks across 1000+ orgs.
Prompt Router
Route to the most cost efficient model, without compromising speed or quality.
The Weave router looks at every prompt, classifies it and sends it to the right model. It learns based on your feedback as an individual and an organization.
$ npx @workweave/router status --claude
✓ deepseek-v4 → routed via weave
$ curl router/decide -d @request.json
{ “model”: “deepseek-v4-pro”,
“reason”: “structural edit · parity cluster 7”,
“est_cost”: “1/38th of frontier”,
“overhead_ms”: 3 }
Get your router key
Generate a bearer token. The token never leaves your device unless you choose to export it.
wv_•••• •••• a91f
Run one command
The installer detects your clients and points them at the router. One env var per provider, written automatically. Anthropic, OpenAI, and Google.
$ npx -y @workweave/router
Work as usual
Each request is now routed to the model with the best quality-per-token. The client is unaware of the proxy.
✓ routed via weave
You
“How did our AI usage affect our delivery velocity in the analytics repo?”
Wooly
“AI-authored PRs made up 44% of analytics merges this month. Velocity increased by 22%, but review cycle times expanded by 4 hours. Recommend adjusting routing targets.”
“We use Weave to get an objective measurement and keep ourselves honest”
Raunak Chowdhuri
Founder & CTO, Reducto
+19%
Increase in measured engineering output
14 days
From install to first executive report
