InferCrane feature qualification matrix

This is the authoritative inventory for whole-product qualification. AUTOMATED_QUALIFIED means the strongest safe local boundary is green in repository CI. AWS_REAL_PASSED records the narrower real L40S boundary in AWS real-infrastructure evidence; it does not qualify another provider, topology, or model. REAL_INFRA_REQUIRED and MANUAL_REQUIRED remain explicit and are never satisfied by fixtures. Fixture evidence never qualifies real provider or GPU behavior.

Feature	User-visible / operational behavior	Implementation	Existing evidence/tests	Qualification level and automated strategy	Manual requirement	Current status
CLI bootstrap/config contexts	`init`, context selection and missing-config remediation	`cmd/infercrane`, `internal/config`	command/config tests	Unit + local API CLI E2E	None expected	AUTOMATED_QUALIFIED
Doctor	Dependency, auth and configuration diagnostics	`cmd/infercrane`, `internal/doctor`, control API	doctor/API/CLI tests	Deterministic fixture + malformed config	Provider credential validity is external	AUTOMATED_QUALIFIED
Fleet inbox	Rank persisted endpoint/deployment attention without mutation	CLI over tenant-scoped fleet APIs	command/model tests + live local API	Severity/order/limits/unknown state/partial-read fail-closed/content exclusion	Fresh diagnosis and provider truth remain explicit follow-up	AUTOMATED_QUALIFIED
Semantic plan	Side-effect-free deployment diff	`internal/planning`, CLI/API	planning and command tests	Unit + stack assertion of zero mutation	Provider price display needs sourced data	AUTOMATED_QUALIFIED
Hermetic product demo	One command proves adoption through rejected-candidate cleanup	`scripts/demo-product.sh`, Docker stack, public CLI	acceptance safety + black-box execution	Isolated Compose project, fixture label, exact active-revision invariant, zero provisioning commands	Cannot qualify GPU, provider, model quality, or performance	AUTOMATED_QUALIFIED
Deployment apply/deploy	Durable provider-neutral lifecycle	`internal/workflows`, `store`, control API	workflow/store/stack/fault suites	PostgreSQL + fixture provider E2E/restart	Real provider lifecycle	AUTOMATED_QUALIFIED
Durable operations	Watch/resume/cancel after disconnect	`internal/operations`, `store`, CLI	operations, failure recovery, acceptance	State-machine + process restart + CLI disconnect	Real in-flight provider call	AUTOMATED_QUALIFIED
Provider ensure adoption	Lost-create-response and exactly-one intent	`internal/provision`, `workflows`, conformance	provider contracts/fault fixtures	Fault injection + repeated idempotency	Real provider adoption semantics	AUTOMATED_QUALIFIED
Readiness/model identity	Health plus intended served model	`runtime`, `reconcile`, `workflows`	runtime/reconcile/stack tests	Fake vLLM malformed/delayed/wrong identity	AWS vLLM/SGLang/custom OCI passed; other providers remain separate	AUTOMATED_QUALIFIED / AWS_REAL_PASSED
Safe delete/orphans	Route withdrawal, drain, idempotent cleanup, inventory	workflows/store/routes/acceptance	fault and acceptance fixtures	Restart/delete boundary + inventory equality	AWS worker and root-volume cleanup passed; other providers remain separate	AUTOMATED_QUALIFIED / AWS_REAL_PASSED
Immutable DeploymentSpec/revisions	Versioned strict spec and immutable candidate history	`spec`, `store`, `domain`	spec/migration/store tests	Schema/property + persistence tests	None expected	AUTOMATED_QUALIFIED
Rollout/provision/promote/reject/rollback	Safe revision lifecycle	workflows/releaseguard/routes	rollout/guard/fault tests	E2E active/candidate and stale action rejection	Real generation-safe GPU rollout	AUTOMATED_QUALIFIED
Release Guard	Deterministic persisted accept/reject/monitor/rollback	`releaseguard`, store, API/CLI	unit/store/API/acceptance	Strong local candidate E2E + stale/missing evidence	Real performance/cost evidence; InferCrane enforces signed external semantic evidence but does not itself judge answer quality	AUTOMATED_QUALIFIED
External task-quality evidence	Ingest aggregate evaluator results, bind/sign/attach exact revision evidence	`qualityevidence`, evaluation CLI, control API	strict schema/content/tamper/key/API tests	Unknown fields, prompt/output content, oversize/trailing JSON, invalid evidence and attachment failures fail closed; signed file survives API failure	Evaluator calibration, representative private datasets, key custody and real task quality remain customer evidence	AUTOMATED_QUALIFIED
Router supervision/generations	Instance-owned router lifecycle and safe generations	`router`, `routes`, workflows	router/routes/HA tests	Process crash/restart and active stream route swap	Real long-running vLLM stream	AUTOMATED_QUALIFIED
OpenAI Chat Completions	Buffered and streaming proxy	`gateway`, `openaicompat`	gateway/stack/SDK tests	Local fake runtime E2E success/failure/cancel	Real vLLM compatibility	AUTOMATED_QUALIFIED
Responses API	Faithful capability-gated proxy	gateway/runtime contract	gateway/protocol tests	Qualified fixture, malformed/upstream errors	Qualified real runtime	AUTOMATED_QUALIFIED
Embeddings	Faithful capability-gated proxy	gateway/runtime contract	gateway/protocol tests	Qualified fixture and dimensional payload preservation	Qualified real model/runtime	AUTOMATED_QUALIFIED
Completions	Legacy compatible proxy	gateway/runtime contract	gateway/protocol tests	Fixture contract + streaming	Qualified real runtime	AUTOMATED_QUALIFIED
Chat batch	Online batch proxy/capability	gateway/runtime contract	gateway/protocol tests	Fixture body/response/error preservation	Qualified real runtime	AUTOMATED_QUALIFIED
Tool calling/structured output	Protocol pass-through and capability claim	gateway/integration profiles	acceptance/contract tests	Local schema/tool payload preservation	AWS vLLM/Qwen path passed; every additional runtime/model pair remains separate	AWS_REAL_PASSED / REAL_INFRA_REQUIRED
Request IDs/tracing/retries	Stable request/trace identity and bounded retries	gateway/telemetry/admission	gateway tests	Failure sequence, cancel and no streaming retry	None expected	AUTOMATED_QUALIFIED
Telemetry/metrics	OTel GenAI identity, latency/token/error/cold metrics plus fresh revision-bound hardware evidence	gateway/metrics/store/control API/CLI	metrics/gateway/store/API/CLI tests	Local request E2E, bounded DCGM parsing, tenant/revision/idempotency/freshness, and content exclusion	Real DCGM/GPU field availability and complete fleet labeling	AUTOMATED_QUALIFIED
Stable logical models/environments/endpoints	Stable app identity independent of backend	store/routes/API/CLI	endpoint/store/API tests	Tenant/reference/digest/route E2E	None expected	AUTOMATED_QUALIFIED
Backend bindings/serving plans	Active/candidate/fallback plan compilation	store/routes/control API	endpoint/routes tests	Weighted/manual/fallback and generation pinning	External managed target network	AUTOMATED_QUALIFIED
Managed external endpoint bindings	Stage authenticated OpenRouter or generic OpenAI-compatible capacity behind a stable endpoint without browser-visible credentials	external/store/reconcile/control API/CLI	strict policy, tenant, budget, credential-reference, authenticated model-probe and route-compilation tests	PostgreSQL-backed hard reservation, fail-closed consent, candidate-only console flow, successful-probe caching	Real provider protocol, streaming and billing semantics remain target-specific	AUTOMATED_QUALIFIED
Reusable provider connections	Configure an external API once and bind it without exposing credentials or silently authorizing spend	store/control API/CLI	tenant/idempotency/adapter/credential-reference/binding compilation tests	Reference-only persistence, explicit per-binding consent and hard budgets, non-destructive delete	Real provider credential, protocol, streaming, and billing semantics	AUTOMATED_QUALIFIED
Endpoint Release Guard	Compare and govern serving plans	store/releaseguard/API	endpoint guard tests	Deterministic persisted candidate comparison	Real cross-backend evidence	AUTOMATED_QUALIFIED
Import/adopt ownership	Observe-only then traffic-managed adoption	store/control API/CLI	adoption/API/route tests	Ownership enforcement and idempotent atomicity	Real existing endpoint	AUTOMATED_QUALIFIED
Bare-metal GPU discovery	Read-only concrete local NVIDIA inventory before endpoint adoption	`nodediscovery`, CLI	parser/command-boundary/CLI tests	No shell, five-second deadline, bounded output/count/fields, explicit unavailable state, no lifecycle transfer or compatibility claim	Real NVIDIA driver matrix; AMD/ROCm and remote hosts unavailable	AUTOMATED_QUALIFIED (LOCAL CONTRACT) / REAL_INFRA_REQUIRED
Request Inspector	Reconstruct request metadata without content	store/API/CLI	diagnostic/store/API tests	Tenant/content exclusion E2E	Provider-hidden timing	AUTOMATED_QUALIFIED
Deterministic Doctor/explain	Evidence-backed operational findings	`doctor`, explain CLI/store	doctor/CLI tests	Rule coverage + stale/missing evidence	None expected	AUTOMATED_QUALIFIED
Signed alerts	Policy evaluation and signed webhook retry	`alert`, store/API/CLI	alert/API tests	Local TLS webhook failure/retry/signature	Slack/PagerDuty adapters not implemented	AUTOMATED_QUALIFIED
Admission control and request deadlines	Concurrency/queue/size/token/priority/load shedding plus one endpoint-wide latency budget	`admission`, gateway, store, CLI/API/console	admission/gateway/store/API/CLI/browser tests	Concurrent local E2E, cancellation, queue expiry, bounded buffered retries, streaming expiry, PostgreSQL persistence, and cancelled-context evidence recording	Real-runtime cancellation and overload calibration remain exact-tuple evidence	AUTOMATED_QUALIFIED / REAL_INFRA_REQUIRED
Tenant request quota	Distributed bounded lease without DB data path	`requestquota`, store/gateway	quota/store tests	Concurrency/property/failure tests	Multi-host timing at scale	AUTOMATED_QUALIFIED
Async inference	Idempotent encrypted queued jobs, cancel, signed webhook	`asyncinference`, API/CLI	async/API tests	Worker/restart/deadline/retry/cancel E2E	Real long-running inference	AUTOMATED_QUALIFIED
Autoscaling	Min/max, 1→N→1, safe scale down	`autoscale`, workflows/store	autoscale/workflow/acceptance	Deterministic clock/pressure/restart/drain	Real GPU provider scaling	AUTOMATED_QUALIFIED
External governed fallback	Explicit privacy plus hard request/cost budget	`external`, store/gateway/CLI	external/store/gateway tests	Concurrent budget reservation and fail closed	Real external provider	AUTOMATED_QUALIFIED
Burst Guard	Fresh sustained health/queue/cost bounded overflow	`burstguard`, store/API/CLI	burst unit/API contracts	State transitions, stale evidence and budget boundary	Real overflow/provider cost	AUTOMATED_QUALIFIED
Provider-native serverless	Durable endpoint, zero/warm/cold/cancel/delete	provision/workflows/gateway	serverless fixture/fault acceptance	Lost response, cancellation, orphan fixture	RunPod Serverless real cycle	REAL_INFRA_REQUIRED
Cold-start intelligence	Grounded timing boundaries and explanations	gateway/store/metrics	cold-start/store/explain tests	Available-boundary fixture and no fabrication	Real provider hidden stages	AUTOMATED_QUALIFIED
ModelArtifact/HF identity	Resolve mutable HF ref to immutable artifact	`artifact`, store	artifact unit/HTTP fixture/store	Local HF HTTP fixture, cache metadata validation	Real HF/Xet transfer/cache	AUTOMATED_QUALIFIED
Artifact cache observations/prefetch	Expiring evidence and delegated idempotent intent	`artifactcache`, store/API	artifactcache/provider/API tests	PostgreSQL tenant/idempotency/expiry, stable lost-response adoption, definite-rejection classification, bounded identities, no retry after known preflight rejection, exact-model AWS snapshot, GCP zonal disk, and Kubernetes PVC verification with read-only attachment/mount intent	Real provider attachment, filesystem behavior, cache-hit timing, and node-local/provider-native caches remain external	AUTOMATED_QUALIFIED (CONTRACT) / REAL_INFRA_REQUIRED
AIPerf benchmark/history	Explicit reproducible measurement	`benchmark`, store/API/CLI	benchmark/API/store tests	Fake AIPerf process + exact args/results/failure	AWS L40S qualification samples passed; representative performance campaigns remain separate	AWS_REAL_PASSED / REAL_INFRA_REQUIRED
Recipes	Immutable content-addressed verified serving recipe	`recipe`, store/API/CLI	recipe/store/API tests	Evidence matching/digest/idempotency/tenant	Community/public registry not implemented	AUTOMATED_QUALIFIED
Inference Lab	Compare measured candidate evidence	`lab`, store/API/CLI	lab/store/API tests	Measured-only/no hidden provisioning/no invented cost	Real candidate catalog evidence	AUTOMATED_QUALIFIED
Optimization proposals	Generate bounded immutable catalog or modeled candidates without mutation	`optimizer`, pinned AIConfigurator adapter, integration/recipe catalogs, CLI	optimizer/CLI tests plus real upstream package contract	Multi-model catalog, deterministic inputs, typed evidence state, credential scrubbing, bounded process output, explicit fallback, topology/mutation-owner safety, strict loadable specs, no modeled-as-measured claim	Estimator calibration and real-hardware candidate qualification	AUTOMATED_QUALIFIED / REAL_INFRA_REQUIRED
Optimization campaign coordination	Persist, inspect, approve with an expiring hard cost cap, advance proof boundaries durably, rank measured exact-workload candidates, cancel and clean candidates, and require explicit durable activation or guarded promotion	`optimizationcampaign`, Lab, store, control API, CLI	state-machine/coordinator/composite-driver/ranker/operation/store/API/CLI tests plus black-box modules journey	Exact sourced price authority, PostgreSQL durability, explicit new-endpoint versus evolve-endpoint intent, no fabricated guard baseline, mandatory guard for evolution, direct-revision AIPerf, idempotency conflict, stale transition fencing, all-candidate measurement barrier, proposal-order independence, workload/cost/SLO fail-closed ranking, distinct benchmark/quality/Lab/guard evidence, lost-response adoption, approval expiry-to-cleanup, cancellation fencing, tenant isolation, transactional stable-alias publication, route-generation wait, explicit activation, and zero implicit promotion	Real provider/GPU execution, runtime performance, and cleanup remain separate qualification	AUTOMATED_QUALIFIED (LOCAL CONTROL PLANE) / REAL_INFRA_REQUIRED
Optimization capability registry	Compile only exact qualified model/runtime/version/precision/GPU mechanisms and fail closed on unknown or conflicting combinations	`optimizationcapability`, runtime profiles, optimizer	registry/compiler and multi-model tests	Exact tuple matching, concrete accelerator alias normalization, generic Kubernetes GPU-resource rejection, downgrade/conflict rejection, provenance-linked compiler output, and one Dynamo mutation owner	Attention backend, quantization, speculative, LMCache, and distributed tuples require mechanism-specific GPU qualification	AUTOMATED_QUALIFIED (CURRENT TUPLES) / REAL_INFRA_REQUIRED
Optimized artifact provenance	Plan and attest immutable quantized checkpoints, speculators, and TensorRT engines through external digest-pinned builders	`optimizedartifact`, store, control API, CLI	artifact state/store/API/CLI tests	Immutable base/tool/config/calibration/hardware/license identity, duplicate/tamper/failure/cross-tenant checks, exact deployment/revision/base-model binding, mismatched-model rejection, and mandatory signed quality evidence	Real LLM Compressor, ModelOpt, Speculators, and TensorRT builds plus GPU qualification	AUTOMATED_QUALIFIED (PROVENANCE) / REAL_INFRA_REQUIRED
Inference Replay	Content-free workload shape and explicit AIPerf approximation	`replay`, gateway/store/API/CLI	replay/gateway tests	HMAC/content exclusion/digest/window + opt-in CLI	Real workload/GPU approximation	AUTOMATED_QUALIFIED
Capacity Intelligence	Tenant-scoped observed success/failure/latency plus deterministic cache-aware placement	store/workflows/API/CLI, `capacity`	workflow/store/capacity contracts	PostgreSQL aggregation, sparse samples, percentiles, expired-cache rejection, readiness/reliability/cost objectives, readiness SLO, and inventory-order independence	Real provider distributions and automatic multi-provider placement remain external	AUTOMATED_QUALIFIED (DECISION CONTRACT) / REAL_INFRA_REQUIRED
SLO/recommendations	Qualified deterministic serving recommendation	`decision`, store/API/CLI	decision/store/API tests	Missing/stale/cost/qualification fail closed	Real evidence quality	AUTOMATED_QUALIFIED
FinOps	Sourced dated hourly cost, no invented savings	`finops`, OpenCost parser, store/API/CLI	finops/store/API/CLI tests	Exact allocation selection, currency/source/window/expiry, active-revision binding, retry conflicts, persistence	Real OpenCost deployment and invoice reconciliation	AUTOMATED_QUALIFIED
Advisory Autopilot	Immutable recommendation plan and human approval, no mutation	store/API/CLI	API/contract tests	Idempotency/tenant/state/audit/no side effects	Execute candidate manually	AUTOMATED_QUALIFIED
Inference Passport	Signed canonical offline release evidence	`passport`, store/API/CLI	passport/store/API tests	Sign/verify/tamper/byte preservation/tenant	Organizational key custody	AUTOMATED_QUALIFIED
Context Passport/session affinity	Durable logical identity, reliability-first hints, no KV promise	`contextpassport`, routes/store/API/CLI	directory/routes tests	Persistence/expiry/tenant/route fallback E2E	Multi-instance snapshot propagation and real worker loss	AUTOMATED_QUALIFIED
Request survival capability	Delegated qualified backend claim	`integration` contract	integration test	Invalid/unknown/unqualified matrix	Real Dynamo/qualified backend migration	REAL_INFRA_REQUIRED
Existing-target provider	Register and route customer-managed endpoint	store/routes/API/CLI	target/store/stack tests	Local fake OpenAI endpoint E2E	Customer network endpoint	AUTOMATED_QUALIFIED
RunPod elastic adapter	Elastic GPU lifecycle/inventory	provision/workflows profiles	fixtures/contracts	Deterministic provider HTTP fixture	Real RunPod GPU	REAL_INFRA_REQUIRED
RunPod serverless adapter	Provider endpoint lifecycle	provision/workflows profiles	fixtures/fault proxy	Deterministic API fault fixture	Real RunPod Serverless	REAL_INFRA_REQUIRED
AWS EC2/ASG/EKS/SageMaker/Bedrock profiles	BYOC and imported/managed product boundaries	provision/integration profiles	contract/manifest tests	CLI/API fixture and translation conformance	AWS account/GPU/private network	REAL_INFRA_REQUIRED
GCP Compute/MIG/GKE/Vertex profiles	BYOC and managed product boundaries	provision/integration profiles	contract/manifest tests	CLI/API fixture, immutable dependency preflight, Private Google Access enforcement, exact-model zonal Persistent Disk verification and read-only retained attachment, translation conformance, and leak-inventory safety	GCP account/GPU/PSC and real cache mount	REAL_INFRA_REQUIRED
CoreWeave CKS profile	Kubernetes-first provider profile	integration/Kubernetes	contract/manifest tests	Manifest/provider contract	CoreWeave account/GPU	REAL_INFRA_REQUIRED
SkyPilot boundary	Infrastructure provisioning reuse contract	integration/provision docs	profile/contract tests	Ensure core remains adapter neutral	Real SkyPilot/provider execution	REAL_INFRA_REQUIRED
vLLM runtime	Default inference runtime and router	runtime/integration/router	runtime fixture/stack	Local fake runtime protocol/health/drain	AWS L40S vLLM 0.22.0 passed; other providers/GPUs remain separate	AWS_REAL_PASSED / REAL_INFRA_REQUIRED
SGLang runtime	Second qualified runtime profile	runtime/integration	profile/conformance tests	Hermetic runtime contract	AWS L40S SGLang 0.5.12 passed; smaller runtime image and other providers remain separate	AWS_REAL_PASSED / REAL_INFRA_REQUIRED
Custom OCI runtime	Digest-pinned portable workload contract	runtime/spec/provision	conformance/spec tests	Validation/translation/probes/cancel/drain	AWS L40S portable vLLM workload passed; arbitrary customer images remain separate	AWS_REAL_PASSED / REAL_INFRA_REQUIRED
Provider/runtime conformance kit	Idempotency, adoption, inventory, capability evidence	`conformance`, integration	contract qualifier	Run all deterministic adapters repeatedly	Real provider qualification tier	AUTOMATED_QUALIFIED
Kubernetes provider	Namespace/SSA/RBAC/restart/delete lifecycle	provision/manifests/tools	manifest + Kind suites	Real Kind API, restart/lost response/zero resources	GPU scheduling	AUTOMATED_QUALIFIED
KServe integration	Standard CRD-gated single-owner inference service	provision/manifests	manifest/Kind tests	Missing/present CRD and field ownership	Real KServe GPU runtime	AUTOMATED_QUALIFIED
NVIDIA Dynamo DGD adapter	One immutable parent graph, independent vLLM/SGLang images, aggregated/disaggregated topology, KV-aware routing and bounded KVBM intent	servingcontract/provision/workflows/spec	contract, fixture, API, persistence, strict DGD-subset Kind tests	Lost apply response, changed intent, stale/failed status, exact ownership, server-side dry-run/apply/delete-to-zero	Real operator, GPU, NIXL, cache allocation, streaming rollout and performance	AUTOMATED_QUALIFIED / REAL_INFRA_REQUIRED
PostgreSQL persistence/migrations	Source of truth, upgrade safety, concurrency/checksum	`store`, 50 migrations	store/migration/restore tests	Every-prefix, concurrent startup, downgrade/checksum	Customer managed HA database	AUTOMATED_QUALIFIED
HA/fencing/mixed-version	Stateless API, leased workers, stale writer rejection	store/operations/serve	HA/failure/restore suites	Multi-process Docker crash/reclaim/protocol overlap	Multi-host customer topology	AUTOMATED_QUALIFIED
Backup/restore	Guarded backup, ledger preservation, reconcile startup	scripts/store/compose	safety + Docker drill	Corrupt/mismatch/restore/reconcile	Customer backup system/RTO	AUTOMATED_QUALIFIED
TLS/mTLS/private identity	Production secure transport and rotation checks	config/safehttp/serve	config/production tests	Local TLS/mTLS invalid/rotation	Customer CA/network/IAM	AUTOMATED_QUALIFIED
Authentication/RBAC/scopes	Principal auth, roles, scopes, rotation/revocation	authn/authz/store/API	auth/API/store tests	Boundary matrix and concurrent revoke	External identity federation not implemented	AUTOMATED_QUALIFIED
Tenant isolation/audit	Every resource scoped and mutation audited	store/API/gateway	store/API security tests	Cross-tenant route/API/property tests	None expected	AUTOMATED_QUALIFIED
Secret references/redaction	Reference-only secrets and no leakage	secrets/store/API/logging	secret/security tests	Canary secret through errors/logs/reports	External secret manager access	AUTOMATED_QUALIFIED
Embedded terminal UI	Read/operate workspace, responsive navigation	CLI UI	UI snapshot/interaction tests	PTY sizes, empty/error/action handoff	Human visual/keyboard review	MANUAL_REQUIRED
Browser console	Endpoint-first stable identity, workload, operation, evidence, API-key and team UI	separate web app/control API	unit + contract fixture tests	Production build + protected auth + responsive Playwright + axe + visual baselines + disposable real Go/PostgreSQL control-plane browser qualification	Hosted Clerk/private-preview and final hosted visual review	AUTOMATED_QUALIFIED / MANUAL_HOSTED
OpenAPI route contract	Server/API schema parity	apicontract/codegen	route drift tests	Generate/check every route/schema	None expected	AUTOMATED_QUALIFIED
Python SDK	Generated API plus streaming client/package	`sdk/python`	unittest/wheel/stack	Package and local stack E2E	PyPI publication forbidden	AUTOMATED_QUALIFIED
TypeScript SDK	Generated API plus streaming client/package	`sdk/typescript`	node tests/npm pack/stack	Package and local stack E2E	npm publication forbidden	AUTOMATED_QUALIFIED
Terraform provider	Deployment/SLO CRUD/import/adoption	`integrations/terraform`	provider tests/automation	Protocol tests against deterministic API	Terraform registry publication forbidden	AUTOMATED_QUALIFIED
GitHub delivery integration	CI/release plan and evidence artifact handling	`.github/workflows`, scripts	repository/release checks	Static workflow validation + local scripts	Hosted Actions run	MANUAL_REQUIRED
Documentation/Mintlify	Accurate navigation, links, API and commands	`docs`	docs check/context drift	Mintlify build/link/claim audit	Hosted Mintlify rendering	MANUAL_REQUIRED
Release packaging	Multi-arch archives/checksums/SBOM/native/Homebrew	release scripts/GoReleaser	qualify/release verification	Exact version build and native smoke	Homebrew/public release publication forbidden	AUTOMATED_QUALIFIED
Docker images/Compose	Provider-neutral control plane and opt-in overlays	Dockerfiles/compose	container/stack/production tests	Build/start/health/stop and config matrix	Registry publication forbidden	AUTOMATED_QUALIFIED
Acceptance orchestration	Approval lock, run identity, resume, cleanup, report	acceptance scripts	safety tests/local qualification	Shell fault/safety and dry local workflow	Paid suites with user	MANUAL_REQUIRED

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Feature qualification matrix

InferCrane feature qualification matrix

​InferCrane feature qualification matrix

InferCrane feature qualification matrix