https://stoatflow.io/ https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Farchitecture%2FStoatFlow_high-level_architecture_20260517.png&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/blog https://stoatflow.io/changelog https://stoatflow.io/contact https://stoatflow.io/pricing https://stoatflow.io/blog/ai-assistant-skills https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/blog/error-handling-three-gates-one-transaction https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Ffailure-gates_20260727.svg&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Fcommit-barrier-epochs_20260727.svg&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Fpoison-epoch-abort_20260813.svg&w=1536&q=100 https://stoatflow.io/blog/ha-failover-testing https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fha-failover-role-flip.png&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fha-failover-latency-blip.png&w=1536&q=100 https://stoatflow.io/blog/hot-standby-high-availability https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/blog/in-place-restart-multi-standby https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/blog/internal-consistency https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Finternal-consistency_fan-out-blend.svg&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Finternal-consistency_cascade-join.svg&w=1536&q=100 https://stoatflow.io/blog/introducing-stoatflow https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Farchitecture%2FStoatFlow_high-level_architecture_detailed_20260517.png&w=1536&q=100 https://stoatflow.io/blog/kip-1035-state-store-managed-offsets https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fkip-1035_before-separate-checkpoint.svg&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fkip-1035_unclean-shutdown-gap.svg&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fkip-1035_offsets-column-family.svg&w=1536&q=100 https://stoatflow.io/blog/kip-1271-record-headers-in-state-stores https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fkip-1271_value-format.svg&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fkip-1271_lazy-migration-two-cfs.svg&w=1536&q=100 https://stoatflow.io/blog/llms-txt-machine-readable-docs https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/blog/native-image-g1-pgo-jni-vs-ffm https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/blog/obfuscation-and-the-public-api-boundary https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fblog%2Fobfuscation_public-api-boundary.svg&w=1536&q=100 https://stoatflow.io/blog/road-to-1-0-0 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fhartmut_armbruster_monochromatic.jpg&w=640&q=100 https://stoatflow.io/docs/building https://stoatflow.io/docs/concepts https://stoatflow.io/docs/configuration https://stoatflow.io/docs/getting-started https://stoatflow.io/docs/migration https://stoatflow.io/docs/operating https://stoatflow.io/docs/reference https://stoatflow.io/docs/runtime https://stoatflow.io/legal/license https://stoatflow.io/product/benchmarks https://stoatflow.io/_vercel/image?url=%2Fassets%2Fproduct%2Fbenchmarks%2Fsuite-v1%2FStoatFlow-vs-KafkaStreams_benchmark-suite-v1_stateless-simple-0.1.0.excalidraw.png&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fproduct%2Fbenchmarks%2Fsuite-v1%2FStoatFlow-vs-KafkaStreams_benchmark-suite-v1_word-count-0.1.0.excalidraw.png&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fproduct%2Fbenchmarks%2Fsuite-v1%2FStoatFlow-vs-KafkaStreams_benchmark-suite-v1_stateless-advanced-0.1.0.excalidraw.png&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fproduct%2Fbenchmarks%2Fsuite-v1%2FStoatFlow-vs-KafkaStreams_benchmark-suite-v1_stateful-joins-0.1.0.excalidraw.png&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fproduct%2Fbenchmarks%2Fsuite-v1%2FStoatFlow-vs-KafkaStreams_benchmark-suite-v1_restoration-0.1.0.excalidraw.png&w=1536&q=100 https://stoatflow.io/product/comparison-matrix https://stoatflow.io/product/features https://stoatflow.io/product/motivation https://stoatflow.io/_vercel/image?url=%2Fassets%2Fproduct%2Fthe-wide-middle_20260727.svg&w=1536&q=100 https://stoatflow.io/product/roadmap https://stoatflow.io/blog/tags/announcement https://stoatflow.io/blog/tags/deep-dive https://stoatflow.io/blog/tags/engineering https://stoatflow.io/docs/building/aggregations https://stoatflow.io/docs/building/error-handling-dlq https://stoatflow.io/docs/building/joins https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fbuilding%2Fjoin-window-timeline_20260727.svg&w=1536&q=100 https://stoatflow.io/docs/building/kstream-ktable https://stoatflow.io/docs/building/processor-api https://stoatflow.io/docs/building/scheduled-sources https://stoatflow.io/docs/building/serdes https://stoatflow.io/docs/building/state-stores https://stoatflow.io/docs/building/streams-builder https://stoatflow.io/docs/building/testing https://stoatflow.io/docs/building/windowing https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fbuilding%2Fwindow-kinds_20260727.svg&w=1536&q=100 https://stoatflow.io/docs/concepts/architecture https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Farchitecture%2FStoatFlow_high-level_architecture_detailed_20260517.png&w=1536&q=100 https://stoatflow.io/docs/concepts/configuration-model https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Fconfig-layers_20260727.svg&w=1536&q=100 https://stoatflow.io/docs/concepts/error-handling-model https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Ffailure-gates_20260727.svg&w=1536&q=100 https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Fpoison-epoch-abort_20260813.svg&w=1536&q=100 https://stoatflow.io/docs/concepts/event-time-and-watermarks https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Fwatermark-window-grace_20260727.svg&w=1536&q=100 https://stoatflow.io/docs/concepts/exactly-once https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Fcommit-barrier-epochs_20260727.svg&w=1536&q=100 https://stoatflow.io/docs/concepts/how-stoatflow-differs-from-ks https://stoatflow.io/docs/concepts/lanes-and-parallelism https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconcepts%2Flanes-routing-rekey_20260727.svg&w=1536&q=100 https://stoatflow.io/docs/concepts/state-and-thread-safety https://stoatflow.io/docs/configuration/core-config https://stoatflow.io/docs/configuration/defaults-and-presets https://stoatflow.io/_vercel/image?url=%2Fassets%2Fdocs%2Fconfiguration%2Fmemory-budget_20260727.svg&w=1536&q=100 https://stoatflow.io/docs/configuration/kafka-client-config https://stoatflow.io/docs/configuration/runtime-config https://stoatflow.io/docs/getting-started/ai-assistants https://stoatflow.io/docs/getting-started/first-app https://stoatflow.io/docs/getting-started/installation https://stoatflow.io/docs/getting-started/license-configuration https://stoatflow.io/docs/getting-started/modules-overview https://stoatflow.io/docs/getting-started/project-setup https://stoatflow.io/docs/migration/automated-port https://stoatflow.io/docs/migration/migration-tool https://stoatflow.io/docs/migration/reusing-kafka-streams-dashboards https://stoatflow.io/docs/migration/with-data-migration https://stoatflow.io/docs/migration/without-data-migration https://stoatflow.io/docs/operating/high-availability https://stoatflow.io/docs/operating/kubernetes https://stoatflow.io/docs/operating/observability https://stoatflow.io/docs/operating/probes https://stoatflow.io/docs/operating/production-checklist https://stoatflow.io/docs/operating/tuning https://stoatflow.io/docs/reference/configuration-reference https://stoatflow.io/docs/reference/glossary https://stoatflow.io/docs/reference/gradle-plugin-reference https://stoatflow.io/docs/reference/ks-compatibility-matrix https://stoatflow.io/docs/reference/maven-reference https://stoatflow.io/docs/reference/metrics-reference https://stoatflow.io/docs/reference/rest-api-reference https://stoatflow.io/docs/runtime/docker https://stoatflow.io/docs/runtime/health-checks https://stoatflow.io/docs/runtime/metrics https://stoatflow.io/docs/runtime/native-image https://stoatflow.io/docs/runtime/pause-unpause https://stoatflow.io/docs/runtime/plugins https://stoatflow.io/docs/runtime/rest-api