“Fully autonomous”
Humans still review, test, and carry the pager. Say “agent-assisted.”
Keep outbound language tied to observable product behavior: routing tables, budget stops, diff sidebars, security gates, design audits, reviewer models. Anchor marketing, sales, and support claims so nobody promises magic off-script.
Headline: “Your repo stays on your machine.” Precision: you work in a local workspace; inference providers read only the context you attach to prompts and tool actions - there is no architecture that uploads the entire disk as one blob.
1) Pair every superlative with a UI surface: If you cannot screenshot it, downgrade the adjective. 2) Name the audience + environment: Regulated orgs, agencies, and hobbyists hear different promises. 3) Link to limits: Responsible claims plus legal docs beat a footnote wedged under a signup button. 4) Revisit quarterly: Model vendors change pricing and policies; refresh copy when they do.
Humans still review, test, and carry the pager. Say “agent-assisted.”
Models hallucinate. Our gates reduce whole classes of bugs; they do not prove security.
Kodus supports those teams; it is not a substitute for policy and tests.
High-signal placements
Headline: “Your repo stays on your machine.” Precision: you work in a local workspace; inference providers read only the context you attach to prompts and tool actions - there is no architecture that uploads the entire disk as one blob.
“Fully autonomous”
Humans still review, test, and carry the…“Zero risk / guaranteed saf…
Models hallucinate. Our gates reduce whol…“Replaces AppSec / QA”
Kodus supports those teams; it is not a s…“Always offline”
Only true when every model endpoint is lo…Velocity
Buyer-ready evidenceHeadline: “Your repo stays on your machine.” Precision: you work in a local workspace; inference providers read only the context you attach to prompts and tool actions - there is no architecture that uploads the entire disk as one blob.
If you cannot screenshot it, downgrade the adjective.
Regulated orgs, agencies, and hobbyists hear different promises.
Responsible claims plus legal docs beat a footnote wedged under a signup button.
Only with written approval and attributable metrics. Anything else violates this framework.
Stick to observable behaviors - “Kodus exposes diffs inline” vs naming a rival’s weakness you cannot verify.
Product marketing maintains copy; legal and security review changes before major launches.
Say “on the roadmap,” not “shipping next week.”
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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