Need Continuous Agent Readiness Checks
Scaling IDE copilots across hundreds of repos requires a repeatable way to verify each repository is agent-ready.
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Persona Story:
Pat, the head of platforms, wants to scale IDE copilots across hundreds of repos, but lacks a repeatable way to verify each repository is “agent-ready.”
Problem Context
- Agent readiness is multi-layered (required files, structure, operational sufficiency)
- Repos change constantly; docs and conventions drift without detection
- Teams need simple pass/fail signals and actionable feedback
Problem Impact
- Inconsistent adoption and outcomes across repositories
- No baseline to measure improvement or enforce minimum standards
- Breakages are discovered late when a developer tries to use an agent
Naftiko Today
- JSON Schema validation and Spectral ruleset (15 rules) provide automated, repeatable pass/fail checks on every capability spec
- The
naftiko validateCLI command can run in CI pipelines to continuously verify that capability definitions remain structurally sound - MCP exposure with outputParameters normalization ensures agent-consumed data is governed and predictable, reducing silent readiness regressions
- VS Code Extension with live YAML validation gives developers immediate feedback on agent-readiness before code is even committed
Naftiko Tomorrow
- Mock mode (Second Alpha) would let teams test agent interactions against capabilities without live backends, catching readiness issues earlier
- Tool annotations for readOnly/destructive/idempotent (Second Alpha) would add machine-readable behavioral metadata that readiness checks can verify
- Control port (Second Alpha) would expose runtime health and configuration status, enabling continuous monitoring of deployed capabilities
- OpenAPI-to-Naftiko import (Second Alpha) would let teams quickly baseline existing APIs into validated capability specs at scale