Tech leads
Understand adoption, workflows and AI-assisted activity across your team.
AI engineering intelligence
Understand how your team builds with AI.
Orkita connects your AI coding agents through one intelligent harness and gives engineering leaders visibility into how AI is actually being used.
$ npm install -g @orkita/cli LIVE TEAM WORKSPACE
TEAM / PLATFORMAI engineering activity
Last 30 days⌄AI EXECUTIONS642↗ 18%
ACTIVE DEVELOPERS1872% adoption
TECHNICAL SUCCESS94.2%603 finished
Executions over time● Live telemetry
feature · Codex running fix · Claude Code completed
● ● ●orkita / api-platform
› Add retry handling to the webhook worker
INTENT RESOLVEDfix→ROUTED TOCodex
✓ Project context prepared
✓ Provider started
● Execution in progress
execution.started
Built for teams usingCODEXCLAUDE CODE
THE CONNECTED WORKFLOW
One harness. Your coding agents.
Developers stay in a focused TUI while Orkita brings routing, context and control to every execution.
01DeveloperNatural language task
→OrkitaIntent · context · policies
→CXCodex
CCClaude Code
Intelligent routingAutomatic fallbackProject contextProject policiesControlled experiments
ENGINEERING VISIBILITY
See how AI is changing the way your team builds.
Follow adoption, activity, consumption and quality signals from real AI-assisted workflows.
TEAM AI ANALYTICS / PLATFORM
All projects · 30 daysHow this team uses AI
AI EXECUTIONS642+18%
ACTIVE DEVELOPERS1872% adoption
LINES CHANGED34,2181,284 files
INPUT TOKENS12.5M94% coverage
OUTPUT TOKENS3.9Mmeasured
TECHNICAL SUCCESS94.2%603 finished
FEEDBACK COVERAGE68%437 rated
i Metrics describe AI-assisted engineering activity, not developer productivity.
AI ADOPTION
Know how AI is actually being adopted.
Move beyond licenses and surveys. Understand real usage from actual AI-assisted engineering workflows.
- Active developers and adoption over time
- Executions per day and usage by intent
- Projects using AI
ADOPTION / 30 DAYS18 active developers
Jun 21Today
ADOPTION RATE72%
EXECUTIONS / DAY24.6
PROJECTS USING AI08
AI CONSUMPTIONLast 30 days
TOTAL MEASURED TOKENS18.4MAcross 642 executions
Input68%
Output21%
Cached8%
Reasoning3%
Break down by provider · model · intent
AI CONSUMPTION
Understand where your AI usage goes.
See input, output, cached and reasoning tokens in the context of the work performed—not as an isolated infrastructure total.
- Consumption by provider and model
- Consumption by intent
- Telemetry coverage made explicit
CODE CHANGE INTELLIGENCE
Connect AI usage to real code changes.
Understand the code changes observed during AI-assisted executions without sending your source code to the platform.
Only aggregated Git metricsNo source code, file contents, prompts or full responses.
OBSERVED CODE CHANGES30 days
LINES ADDED+24,812
LINES DELETED−9,406
FILES CHANGED1,284
TypeScript 54%Python 28%Other 18%
INTELLIGENT ROUTING
Use the right agent for the right task.
Orkita turns observed outcomes and explicit feedback into decisions your team can review and control.
01Intent→
02Routing→
03Provider→
04Feedback→
05Recommendation→
06Policy→
07Experiment
Automatic routing and fallback keep work moving across supported coding agents.
Recommendations and policies turn evidence into explicit project-level decisions.
Controlled rollout compares treatment and control before broad adoption.
FROM EXECUTION TO INSIGHT
Every run becomes structured intelligence.
Orkita turns every AI-assisted execution into structured engineering intelligence.
1Execution
2Telemetry
3Feedback
4Insights
5Recommendations
6Policies
7Experiments
BUILT FOR ENGINEERING TEAMS
One system. Three clear views.
Engineering managers
Track usage trends, quality signals and AI consumption across projects.
Developers
Use multiple coding agents through one focused terminal experience.
PRIVACY BY DESIGN
Engineering intelligence without exposing your code.
Orkita sends structured execution telemetry and aggregated Git metrics—not the work itself.
NOT SENT
× Source code
× File contents
× Full prompts
× Full agent responses
STRUCTURED SIGNALS
✓ Aggregated Git metrics
✓ Execution telemetry
✓ Routing outcomes
✓ Explicit feedback
START WITH ONE COMMAND
Start understanding how your team builds with AI.
$ npm install -g @orkita/cli