Lead time per task
Time from “accepted scope” to merge-ready PR with approvals done.
Install once. Describe the outcome in plain language. Kodus works in your workspace: it reads and edits the files you open, swaps models mid-conversation, serves a live preview URL, renders line-by-line diffs, and runs security plus design checks before a task can clear - all in one session. Clients cover Mac, Windows, Linux, modern browsers, tablets, and phones so the same thread follows you.
Most people start by opening Kodus beside their repo - or pasting a GitHub URL so the project lands in their workspace automatically. From there one thread owns the whole task.
1) Pick a narrow slice: One service, one surface, or one class of bug - enough to learn without betting the quarter. 2) Wire review + monitoring: Make sure your existing CI, linters, and human reviewers are in the path before you expand headcount. 3) Compare two weeks of data: Before and after: lead time, rework, incidents. If it doesn’t move a metric you care about, adjust the workflow. 4) Grow by adjacency: Add the next workflow only when the first one is boringly reliable.
Time from “accepted scope” to merge-ready PR with approvals done.
Share of passes that bounced for missing tests, style, or risky patterns.
Sessions per active developer per week in the cohort you onboarded.
High-signal placements
Most people start by opening Kodus beside their repo - or pasting a GitHub URL so the project lands in their workspace automatically. From there one thread owns the whole task.
Lead time per task
Time from “accepted scope” to merge-ready…Rework rate
Share of passes that bounced for missing…Tool stickiness
Sessions per active developer per week in…Incident or rollback count
Anything that escaped review that you wou…One workflow, one Definitio…
Buyer-ready evidenceMost people start by opening Kodus beside their repo - or pasting a GitHub URL so the project lands in their workspace automatically. From there one thread owns the whole task.
One service, one surface, or one class of bug - enough to learn without betting the quarter.
Make sure your existing CI, linters, and human reviewers are in the path before you expand headcount.
Before and after: lead time, rework, incidents. If it doesn’t move a metric you care about, adjust the workflow.
On your machine. Kodus runs models in the cloud, but it does not upload or mount your tree wholesale; it works with what you expose in the session. For air-gapped work, point at a local model and keep traffic on your LAN.
Yes. Swap providers mid-thread from the same chat without re-pasting context.
Send a follow-up while it is working, set a budget cap, or stop the run. You can revert from the diff sidebar before anything merges.
Invite teammates to the same workspace: shared projects, threads, and @-named skills so the best prompt becomes everyone’s shortcut.
Pick one bottlenecked workflow with named reviewers, run two cadence loops, revisit metrics.
No - Kodus complements review, scanners, budgets, and your escalation paths.
Use the same Kodus plans, tokens, and routing controls across workflows and posture.
For individual usage.
For small teams.
For larger organizations.
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