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Insights v2: expose recommendations in CI and offline CLI #14
Make one public CLI show trustworthy connected Insights, gate CI, and analyze captured or local evidence without Kedify SaaS.
ASD-STE100 summary
The CLI reads current connected recommendations with evidence and quality.
It analyzes captured or declared local inputs through the same released engine, without SaaS.
Parent: Insights & FinOps v2. Shared CLI delivery for all three pillars, including GPU and JVM.
Scope and acceptance
List and show current recommendations as complete JSON and a concise table with target identity, source, evidence, quality, policy, blocked reason, and impact; fetch every page.
Provide read-only CI thresholds and non-interactive exit codes; missing or unsupported evidence cannot pass. Keep machine output on stdout and diagnostics on stderr.
Pin the same supported released public engine version as Dashboard API. Reject unsupported schemas and prove connected/offline parity on the same normalized fixture, including identity, values, policy, evidence, and quality.
Ship a publicly installable single binary that analyzes a captured snapshot with networking disabled and local history with egress limited to declared sources. No Kedify login, private module, helper executable, or runtime download is required.
Show missing history, workload UID/revision, inventory, OOM or runtime evidence as scoped blocked/unavailable results. KSM is a fallback for missing offline native state only; its presence does not imply full detector coverage.
Implementation/dependencies: agent#618 owns snapshot capture and local Prometheus/Kubernetes adapters; this issue owns commands, reporting, CI gates, packaging, and release tests.
changed the title [-]Insights v2: add CI and GitOps workflows to the Kedify CLI[/-][+]Insights v2: expose recommendations and plans in the CLI[/+]on Aug 3, 2026
changed the title [-]Insights v2: expose recommendations and plans in the CLI[/-][+]Insights v2: expose recommendations in CI and offline CLI[/+]on Sep 7, 2026
Activity
[-]Insights v2: add CI and GitOps workflows to the Kedify CLI[/-][+]Insights v2: expose recommendations and plans in the CLI[/+][-]Insights v2: expose recommendations and plans in the CLI[/-][+]Insights v2: expose recommendations in CI and offline CLI[/+]Insights v2: add single-binary offline analysis (#15)