v0.6.6

• chore(main): release 0.6.6
• fix(config): clarify missing profile inheritance
• fix(config): avoid sticky missing bundle hashes
• fix(config): fail closed on missing bundle metadata
• fix(config): align pool-scoped bundle hashes

v0.6.5

• chore(main): release 0.6.5
• fix(gateway): preserve ref sibling schema semantics
• fix(gateway): dereference structured output schema refs
• refactor(sidecar): inline applied bundle hash
• fix(config): fingerprint model pool ownership
• chore(worker): address SGLang load review nits
• fix(gateway): align provisioning contract docs
• fix(gateway): address provisioning review feedback
• fix(server): guard readiness for removed configs
• test(server): fix ipc registry mock snapshot
• docs: clarify pool capacity semantics
• fix: align GPU memory pressure defaults
• fix(server): honor pool-aware model configs
• fix(gateway): make provisioning non-2xx universally
• fix(worker): keep SGLang loads off event loop
• fix(gateway): return retryable OpenAI provisioning errors
• test(server): cover qwen3 vl reranker document image ordering
• fix(sdk): normalize score images for wire transport
• fix(server): render qwen3 vl reranker document images in user prompt
• fix(gateway): decode native media JSON bytes
• fix(deps): bump sidecar prometheus for protobuf advisory
• fix(config): harden replace snapshot IPC
• fix(config): replace drifted export snapshots
• fix(config): detect bundle config hash drift
• fix(sie-cluster): add spot toleration to AKS worker pool

v0.6.4

• chore(main): release 0.6.4
• fix(sidecar): preserve msgpack work item payloads
• fix(gateway): resubscribe stale NATS health stream
• feat(helm): ship values-aks.yaml AKS overlay with the Azure module
• fix(helm): render selectorLabels after podLabels in workload templates
• feat(helm): expose chart-level podLabels for Workload Identity wiring
• feat(helm): accept abfs:// and abfss:// payloadStore + clusterCache URLs

v0.6.3

• chore(main): release 0.6.3
• test: stabilize SDK timeout retry assertion
• fix: fall back to relay on S3/GCS server-side copy failure
• feat: add server-side copy fast path for cloud weight sync
• fix: address final cloud storage review issues
• fix: harden cloud cache sync paths
• fix: address azure cache review feedback
• feat: support azure blob cluster cache
• feat: add azure blob payload store support
• fix(generate): reject both-present image-bearing content layouts
• fix(generate): image-free content_parts field must not shadow layout
• feat(generate): preserve text/image content-part ordering
• fix(nemo_colembed): trim left-padding rows from v1 conformant doc embeddings (#1163)
• perf(nemo_colembed): engage conformant image preprocessing for v1 (#1163)
• fix: evict stale gateway workers on shutdown
• fix(generate): address huronat review on vision input (F2-F8)
• fix(generate): address CodeRabbit review on vision input
• feat(generate): add vision (image) input to generate()
• fix(deps): clear HIGH Dependabot alerts (docling, rustls-webpki)
• fix(bench): address CodeRabbit — accurate classification comment + quote-agnostic test
• fix: align extraction quality evals with source baselines
• feat: add m4 extraction model configs

v0.6.2

• chore(main): release 0.6.2
• fix(server): consolidate runtime ninja install
• fix(server): install ninja in cuda runtime
• fix(helm): scale single-profile bundles on gpu-agnostic demand
• fix(dev): address KEDA Tilt PR review
• feat(dev): refresh KEDA Tilt local dev branch
• fix: accept dense dim in qwen3 vl embedding adapter
• feat(models): add M4 dense encoders mxbai-embed-large-v1, arctic-embed-l-v2.0, modernbert-embed-base

v0.6.1

• chore(main): release 0.6.1
• fix(gateway): fail fast on invalid static pool config
• fix(gateway): canonicalize static queue pool names
• feat(gateway): support static queue pools

v0.6.0

• chore(main): release 0.6.0
• feat(gateway): route work by queue pool lanes
• feat(helm): default SIE_POOL to pool name (not "default")
• fix(deps): bump vitest 2.1.9 -> 4.1.0 (CVE-2026-47429)
• fix(gateway): harden queue lane admission
• fix(helm): align lane defaults and tilt e2e
• fix(helm): preserve worker-group queue defaults

v0.5.0

• chore(main): release 0.5.0
• docs(helm): clarify README pool example is illustrative, not tester-specific
• fix(helm): fail-fast on missing/invalid bundle replica bounds
• chore(helm): address PR #1205 review feedback
• fix(helm): preserve gateway metrics scrape labels
• feat(helm)!: split worker pools into pool × bundles schema
• fix(gateway): expose unauthenticated metrics scrape port
• chore(openapi): regenerate spec for code/sql/guard capability fields
• fix(models): drop unsupported ebnf advertisement + restore guardian a100 guard threshold
• feat(models): surface code/sql/guard capabilities; resolve job aliases in configs/resolve
• fix(guard): robust verdict thresholding, logprob hygiene, decoded-token logprobs
• feat(tester-cluster): add sglang worker pool for generative models
• fix(sie_server): honor params.instruction in Florence-2 extract (#1053)
• fix(helm): use sidecar binary for image pre-pull
• chore: remove agent-jobs runbook, ADR 0001, and m5-planning docs
• fix(guard): reject multi-candidate sampling + keep logprobs consistent on rewrite
• feat(guard): P(unsafe) logprob threshold for CHECK POLICY precision (#1187)
• docs(ops): agent-jobs prod-readiness runbook + opt-in model-alias deploy config
• fix(review): address #1184 review comments + restore dropped A/B fix
• bench(sql): grammar A/B + SQLCoder native-template measured on Spider
• test(gateway): end-to-end precision routing through resolve_model_and_bundle
• test(gateway): prove a model routes across two precision bundles
• feat(gateway): job aliases can carry a precision bundle (SQL->BF16 routing)
• docs(27b): flag FP8 SQL regression on sql cap + clarify targets are documentary
• feat(27b): measure Qwen3.6-27B on code/SQL/tools; advertise code+sql
• feat(guard): CHECK POLICY content-moderation model + ToxicChat F1 eval
• bench(sql): measured Spider execution accuracy + anchored floor; SQLCoder serve-validated
• feat(code): point model="code" at the measured model; xgrammar-validate SQL grammar
• feat(sql): onboard SQLCoder (Defog) config + starter SQL grammar artifact
• feat(bench): add Spider text-to-SQL execution-accuracy eval + model="sql" alias
• fix(review): address PR feedback on the code-eval
• feat(server,gateway): advertise code capability + model="code" alias

v0.4.2

• chore(main): release 0.4.2
• Scope SGLang CUDA toolkit runtime
• Enable CUDA toolkit in SGLang worker runtime
• perf(mineru_vl): O(L) incremental no-repeat-ngram for greedy decode
• feat(sie_server): add MinerU2.5-Pro-2604-1.2B doc OCR adapter
• build(deps): upgrade rust toolchain to 1.96
• feat(models): add Marqo/marqo-fashionSigLIP (SigLIP open_clip, fashion image-text)
• fix(ci): keep sidecar out of warm cache
• fix(review): 0.6B ctx test 1024->4096, loader except logs, README gaps resolved
• fix(ci): avoid nested mise in integration fixture
• docs: align sidecar naming in active docs
• fix(deploy): align server sidecar naming
• fix(deploy): document worker-sidecar metrics wiring
• fix(deploy): rename sidecar container to worker-sidecar
• fix(deploy): align server sidecar naming and kind preload smoke
• fix(deploy): publish server sidecar image
• feat(model): bump Qwen3-0.6B serving context 1024→4096 for prod simple-task use
• fix(bench): let via-SIE smoke serve a profile-variant model end-to-end
• fix(loader): wire profile runtime.default_sampling into the adapter
• feat(model+bench): RTX-PRO-6000 FP8 profile for Qwen3.6-27B + 6000 validation
• refactor(glm_ocr): select patch-embed conv strictly by structure (CodeRabbit)
• perf(glm_ocr): rebind vision Conv3d patch-embed to F.linear
• chore(adapters,ci): remove Vidore3 throughput diagnosis instrumentation
• fix(test): restore donut helper call contract
• fix(ci): address analyzer findings and stale queue test
• fix(adapters): replace Qwen3-VL vision Conv3d patch-embed with matmul
• chore(helm): clean sidecar chart observability
• feat(sidecar): add worker config and pool admission reconciliation
• TEMP(colqwen3): time vision sub-modules (patch_embed/block/merger)
• test(tilt): expand sidecar e2e coverage
• feat(sidecar): wire generation direct dispatch
• TEMP(colqwen3): split forward timing into vision vs text (revert before merge)
• fix(adapters): route Qwen3-VL VLMs through flash attention (Vidore3 throughput)
• TEMP(adapters,ci): timing instrumentation for Vidore3 throughput diag
• chore(openapi): regenerate gateway spec for min_tokens + chat_template_kwargs
• fix: address coderabbit + code-quality review on PR #1146
• feat(bench+model): via-sie 4-task n=300 sweep + NEXTN smaller-draft on 27B
• fix(worker): SGLang adapter accepts min_new_tokens kwarg + 27B via-sie validated
• fix: slow sidecar nats consumer reconcile
• fix: gate sidecar nats reconnect refresh
• fix: address pr review quality issues
• fix: harden sidecar config recovery
• chore: clean sidecar docs and packaging
• chore: prune sidecar compatibility paths
• docs(sidecar): clarify worker sidecar source naming
• fix(ci): refresh gateway openapi contract
• fix(quality): repair adapter eval harness regressions
• fix(worker-sidecar): harden queue carveout contracts
• fix: scope bundle config hash cache per registry
• chore: standardize worker sidecar packaging
• feat: reconcile live worker config in sidecar
• Add worker config reconciliation
• chore: clean worker sidecar deployment surfaces
• chore: enable rust sidecar in local tilt
• fix: require rust sidecar for queue workers
• docs: clarify worker config apply gap
• chore: consolidate inference sidecar package
• fix: preserve worker batch identity and publish image
• chore: finish rust worker rebase integration
• chore(helm): land S20+ rust-sidecar production tuning defaults
• chore: scrub stale sie_candle references and dead candle metric
• non-adapter carveout: ship sie_prep + wire passthrough end-to-end
• non-adapter carveout: retire sie_candle, carve out sie_prep, Python passthrough
• sie_worker_rust + sie_server: queue-depth metrics for IPC+Python loop
• worker-rust + sie_candle: NATS health heartbeats and BERT cross-encoder
• rust-worker: retire SIE_RUST_*_MODELS env vars, carve sie_candle out into its own crate (Stage 3 P1)
• rust-worker: land Stage 1 (tokenise + framing) + Stage 2 (scheduler) + Stage 3 design
• adding perf-tuning grafana dash fixes and extension
• obs(helm): perf-tuning Grafana dashboard + ConfigMap
• perf(rope_flash): vectorize CLS/mean pooling, eliminate per-item .item() sync
• perf(adaptive): anchor min_batch_cost floor at max_batch_tokens // 4
• revert: restore adaptive batching defaults to 15/50ms
• perf(batching): tighten adaptive wait ceiling + revert gte-multilingual 32k
• perf(gte-multilingual-base): raise max_batch_tokens 16k → 32k to stop IPC-batch shred
• perf(server): FP16 on GPU, coalesce sized for IPC bursts, starvation self-heal
• obs(worker+server): audit follow-ups for phase + fragmentation metrics
• obs(worker+server): surface GPU phase latency + IPC-batch fragmentation
• feat(worker/rust): IPC connection pool — lift the sidecar's last serialization bottleneck
• fix(gateway+server): queue is the only mode — kill direct-mode cruft
• fix(gateway): suppress H9 first-chunk-fallback on single-worker pools
• worker(rust)+sie_server: post-audit P0 fixes — drain min-deadline, fallback eviction tests, dispatcher outcome binding, encoder UnsupportedModel coverage, model-label cardinality tests
• worker(rust): finalise pre-Argo audit — native Candle, fallback breaker, full observability, Docker + Helm
• chore(sie-server): drop dead code left over from sidecar cutover
• fix(worker): harden payload store + error paths; surface silent success bugs
• sie-server: commit to sidecar-only queue path; remove Python NATS
• feat(sie_worker_rust): close parity gaps with Python pull loop + smoke test
• feat(sie_server): UDS msgpack IPC server for Rust worker sidecar
• feat(sie_server): carve out QueueExecutor + IPC types for Rust worker POC
• feat(bench): 0.6B via-sie validated; harness + 27B config gains
• fix(model): bump Qwen3.6-27B default/h100 mem_fraction_static 0.85 → 0.92
• feat(gateway+worker): chat surface accepts min_tokens + chat_template_kwargs
• fix: accept dense_dim in dense adapters
• test: align structured output metric constants
• fix(sie_server): clear CUDA cache on uncovered VLM paths + drop private sem _value access
• chore: remove internal design doc references
• docs: clean stale design references
• docs: minimize design architecture docs
• docs: update design document references
• docs: remove internal planning references
• docs: archive obsolete roadmap
• fix(security): cap vite at ^6 + add Node engines to website
• feat(gateway): strengthen generation isolation guardrails
• feat(docling): accept image input + run on OCR-bench quality path
• fix(security): bump sie_ts_sdk standalone pnpm transitives
• fix(security): bump root pnpm deps + add overrides for transitives
• fix(security): bump root Python deps to patched versions
• fix(security): bump gateway deps to patched versions
• chore: drop CodeQL rationale comments
• fix(quality): batch3 of CodeQL findings + bench KIE bug
• fix(quality): drop redundant inline imports in donut + registry
• fix(security): use Reflect.construct for WebSocket headers shim
• fix(quality): close CodeQL quality-tab findings
• Fix gateway queue trace isolation
• perf(bench,adapters): parallel VLM sub-batch dispatch + drop redundant empty_cache
• Keep generation machinery off default queue path
• docs(test): note : -> __ replacement in test_model_yaml_filenames docstring
• fix(models): rename ColQwen3 YAML to match sie_id casing (TomoroAI)

v0.4.1

• chore(main): release 0.4.1
• fix(security): resolve 18 open CodeQL alerts
• Revert "Fix pool queue batching coalescing"
• Fix pool queue batching coalescing
• refactor(release-docker): remove sie-deps prebake; build deps in-band
• fix: refresh generation pool fallback on hot add
• fix: isolate generation direct dispatch
• feat(server): add Qwen3.6-27B model + migrate to CUDA 12.9