Roadmap

Build the investigation path first. Earn the integrations after.

This is direction, not a release calendar. Real cluster evidence can reorder the work; shipped capabilities belong on the product pages, not under “coming soon.”

Now · v0.3

Evidence-first baseline

The local incident workflow available for use against a real cluster.

—Local Go process with an embedded web UI
—Existing kubeconfig, context selection, and read-only doctor preflight
—Evidence-backed incident brief with deterministic local rules
—Explicit separation of observed facts, hypotheses, caveats, and next check
—Namespace environments and workload drill-down
—Pods, readiness, restarts, reasons, events, and logs
—Node inventory, capacity, placement, and optional metrics
—Karpenter NodePool provisioned capacity against configured limits
—Optional ingress-nginx Prometheus adapter
—Synthetic incident demo and cross-platform release archives

Evaluation and hardening

Work driven by labeled incidents and real cluster behavior, not a fixed quarterly promise.

—Validation across RBAC and authentication setups
—A versioned Kubernetes incident evaluation set
—Measure helpfulness, false certainty, unknown rate, latency and cost
—Local history with documented retention
—More explicit freshness and source diagnostics
—Additional traffic source validation

Later

Decision expansion

Useful directions that need evidence before they become commitments.

—Optional remote decision models only after evaluation gates pass
—Additional ingress-controller adapters
—Cloud pricing and billing enrichment beyond the current capacity view
—Optional database summaries
—Namespace grouping beyond the one-namespace-one-environment model
—Cross-environment image digest comparison

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Build the investigation path first. Earn the integrations after.

Evidence-first baseline

Evaluation and hardening

Decision expansion

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