Rightsize AI Context
Expose only the context an AI task needs, reducing noise, improving relevance, and keeping prompts efficient.
Take Me to the Repo
Shape response payloads with typed output parameters and fine-grained JSONPath mapping expressions. Keep only relevant fields in exposed tool and resource schemas, while hiding irrelevant upstream fields from the AI surface.
Attach meaningful descriptions, tool documentation, and tags for semantic discovery and context quality. Right-sized context means fewer tokens, less hallucination, and more predictable agent behavior.
Build the Fleet You Need Today
Naftiko packages the open-source capability framework into a developer environment teams can actually ship with.
Capability Spec
Declarative YAML specification validated by JSON Schema that defines consumption, orchestration, exposure, governance, and deployment for each capability.
Framework
Java-based Docker runtime that interprets the capability spec and runs it as a live service. With CLI, VS Code, Backstage, and Docker Desktop extensions.
Fleet Coming in Q2
The governed layer where capabilities become discoverable, composable, observable, and cost-bounded across the organization.
Start small, scale smart
Less noise, more relevance.
Chart your next course
Elevate an Existing API
