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f9c84919ef
* feat: co-served GPU model bundles (catalog, lifecycle, embed/rerank routing) Serve the generative LLM, embedder and reranker as one co-resident GPU bundle: EMBEDDING/RERANK catalog modalities + co-serve group, bundle-aware admission (one GPU claim sized to summed member VRAM), single-flight one-VM launch with a member->port EndpointRecord, DynamicEndpointResolver member routing. Ochrevector embed/rerank/token-introspection resolve through the resolver (static single-endpoint map retired); rerank degrades to plain KNN on absent/failure. Public InvokeModel-embeddings and top-level Rerank deferred. * feat: co-serve vLLM+TEI bundle image with per-engine readiness Replace the single-model vllm-serve unit with a generic bedrock-serve@ systemd template driven by per-member BEDROCK_* env files, dispatching to vLLM or text-embeddings-router by engine and binding each member to its own port and weights device. TEI serves directly on its serve port; readiness probes each member on the route its engine answers (vLLM /v1/models, TEI /health) with the engine family carried end-to-end from the catalog. * fix: serve nomic embedder correctly in the co-serve bundle Bound embeddings requests to the TEI client batch limit so a large document's chunks are split across requests instead of 422ing. Serve nomic with explicit mean pooling, since the flat weights layout omits 1_Pooling/config.json and TEI would otherwise default to CLS. Add bge-base-en-v1.5 as a standalone alternative embedder. * fix: make the bedrock reaper family-aware and pin-safe A pinned endpoint is now exempt from terminate-and-relaunch on scrape failure, mirroring how it is already exempt from idle reclaim, so a transient unreachability can no longer tear down operator- or commitment-managed serving. A bundle with no generative vLLM member exposes no vLLM load metrics, so it is liveness-probed on /health and kept warm rather than scraped for idleness on a route it does not serve and reaped in a loop. * test: lock in co-serve group-member convergence to one VM * fix: pin self-host HF repo/revision in catalog and stop nested config flattening Carry HFRepo/HFRevision per self-host catalog entry; weights pull defaults --hf-repo and --revision from them so a bare pull cannot silently grab a regressed upstream main (the nomic v5 config.json duplicate-field break). Restrict fixed config filenames to the repo root so a nested config.json (sentence-transformers 1_Pooling/) is dropped instead of flattening onto the model config, and refuse any two source paths that collide at one dest key. * fix: let endpoint delete clear an account-scoped pinned record and report honestly A bare 'endpoint delete' resolved the Global key, which never held a pinned, account-scoped record, then printed 'torn down' over the idempotent no-op while the record survived. Add --account to the delete command so an operator can target the account 'endpoint list' shows, and return DeleteEndpointOutput.Removed so the CLI names a real teardown versus a lookup that found nothing and points at --account. A gone VM already tolerates NotFound, so a scoped delete clears a record whose instance was terminated out of band.
Spinifex Scripts
Node installation, dev-environment lifecycle, guest image builds, and verification tooling for Spinifex.
Install and node setup
| Script | What it does |
|---|---|
setup.sh |
The production binary installer, served from install.mulgadc.com. Installs deps, users, sudoers, files, systemd units, logrotate and udev rules. SETUP_STAGES runs a subset; ISO_BUILD=1 runs it inside the ISO builder's chroot. |
setup-ovn.sh |
Bootstraps a compute node for OVN VPC networking: installs OVN/OVS, creates br-int, configures the WAN bridge (bridged, DHCP, or routed-NAT uplink), sets the chassis identity, and applies overlay sysctls. --management also starts the OVN central services. |
install-node.sh |
Forms a multi-node cluster across hosts that are already running Spinifex: rebuilds the OVN database in clustered form, runs spx admin init on the first host and spx admin join on the rest, then verifies. The scripted form of install-multi-node. Destroys the joining nodes' logical network state and crypto — see its --help. |
dev-install.sh |
Full local dev setup through the production installer: builds from source, packs a tarball, runs setup.sh, initialises the cluster, and starts services under systemd. |
clone-deps.sh |
Clones or updates the viperblock and predastore checkouts alongside spinifex for cross-repo development. |
Dev environment
| Script | What it does |
|---|---|
reset-dev-env.sh |
Single-node reset: stops services, wipes /etc/, /var/lib/, /var/log/ and /run/spinifex, rebuilds, reinstalls via dev-install.sh, and relaunches a smoke-test instance. Preserves the existing node/network topology from spinifex.toml. |
dev-env/*.conf |
Topology profiles for reset-dev-env.sh --profile=NAME, declaring which bridge carries the wan, lan and vpc planes: single-nic (all collapsed onto wan), two-nic (vpc folds onto lan), three-plane (a NIC each). |
Verification and benchmarks
| Script | What it does |
|---|---|
smoke-test.sh |
End-to-end sanity check on a running node: imports an SSH keypair and the Ubuntu AMI, then launches an instance. --create-vpc builds the VPC, gateway, subnet and routes first and tears them down after; --nodes N launches through a spread placement group so each instance lands on a different physical server. TEST_GPU=1 adds GPU passthrough checks. |
verify-network.sh |
Asserts a node's datapath matches its declared planes — EIP reachability, which plane carries Geneve, and which interfaces services bind. Catches what smoke-test.sh cannot, since none of its traffic leaves the box. |
test-ddil-phase1.sh |
systemd-level smoke test for daemon-local-autonomy tier 1. Destructive on the local node: stops and starts spinifex-nats and restarts spinifex-daemon, restoring both via a cleanup trap. |
check-coverage.sh |
Fails the build if total Go coverage falls below the minimum threshold, excluding packages exempt from the requirement. |
diff-coverage.sh |
Coverage check scoped to changed lines only, against an auto-detected base ref (HEAD~1 on main, origin/main on dev, otherwise origin/dev). |
run-bench.sh |
Launches a benchmark against running Ubuntu instances, auto-detecting the AMI for the host architecture. Tracks nbdkit and perf alongside the run. |
disk-performance.sh |
Runs a fio random 70/30 read-write benchmark swept across 4k/16k/128k/1M. Writes JSON results to /tmp/spinifex-disk-bench; override with BENCH_DIR, OUT_DIR, SIZE, JOBS, BLOCK_SIZES. |
network-performance.sh |
iperf throughput from several clients to one server, driven over SSH, writing a summary.txt of Gbit/s per client. --server-ip sets the address clients dial, so pointing it at instance private addresses measures the VPC overlay rather than the external pool. |
workload-performance.sh |
In-guest memory, disk, CPU and network workload test. Installs Go and runs the Badger test suite with jemalloc disabled and reduced parallelism. |
Guest images
| Script | What it does |
|---|---|
build-system-image.sh |
Builds a minimal system AMI (Alpine or Ubuntu) from a manifest. All customisation happens inside the libguestfs appliance, so the build touches no host block device, no host mount, and needs no sudo. --import also registers it as an AMI. |
publish-system-image.sh |
Converts a built raw image to compressed qcow2, writes the .sha256 sidecar the catalog verifier expects, and uploads both to the R2 bucket behind iso.mulgadc.com/system-ami/. |
build-microvm-image.sh |
Builds the minimal Alpine kernel + initramfs used by the QEMU microvm machine type and the lb-agent, carrying haproxy (ALB) and nginx-stream (NLB) data planes. |
mkosi-build.sh |
Runs an mkosi system-image build inside the pinned builder container, so a runner needs only Docker and the toolchain cannot drift. --image names an output and expands to the right profile list. |
mkosi-publish.sh |
Publishes an mkosi-built image to R2 from inside the same pinned container — qcow2 conversion, .sha256 sidecar, and upload. |
mkosi-common.sh |
Shared plumbing sourced by both mkosi scripts. Builds the toolchain image once, with the builder account matched to the invoking user so bind-mounted output is not written back as root. |
mkosi-builder.Dockerfile |
The pinned image-build toolchain. Debian-hosted regardless of target distro, since mkosi bootstraps the target from its own archive. |
images/ — per-image build inputs
Each subdirectory holds a manifest.conf, init scripts, and a setup.sh that build-system-image.sh runs inside the libguestfs appliance after packages and files are placed. *_test.sh files are shell unit tests for the helper of the same name.
| Path | What it builds |
|---|---|
ecs-agent/ |
The Alpine spinifex-ecs-node container-instance AMI (containerd + ecs-agent). setup.sh sets OpenRC exec bits, wires the CNI bin path, and applies the serial-console tweaks. |
ecs-agent-gpu/ |
The Ubuntu ECS GPU container-instance AMI. Same CNI and containerd wiring adjusted for Ubuntu's package layout, plus the headless NVIDIA driver and nvidia-container-toolkit. |
eks-node/ |
The unified Alpine EKS node AMI (K3s server or agent, selected at first boot). setup.sh installs the pinned, SHA-verified K3s binary and the role init scripts. |
eks-node-gpu/ |
The Ubuntu EKS GPU worker AMI. Agent role only — GPU nodes never run the control plane — plus the NVIDIA GPU stack. |
rds-postgres/ |
The spinifex-rds-postgres AMI. setup.sh sets exec bits on the OpenRC services and creates the root-only directory cloud-init drops the agent env file and gateway CA into. |
rds-mariadb/ |
The spinifex-rds-mariadb AMI. Same layout as rds-postgres/, plus the /etc/my.cnf.d include drop-in and the conf.d/mariadb dependency that keeps the packaged service off an unbootstrapped datadir. |
ubuntu-gpu-{amd,nvidia}-setup.sh |
Chroot setup for GPU-capable Ubuntu guest images: ROCm CLI tools and AMD firmware, or the DKMS-built headless NVIDIA driver. Guest-side only — host VFIO setup is spx admin gpu setup. |
images/eks-node/ — in-guest helpers
Installed into the EKS node AMI and run at boot or on a timer. All host communication goes through the AWS gateway over SigV4; the VM never speaks NATS directly.
| Script | What it does |
|---|---|
eks-node-role.sh |
First-boot role selector. Reads SPINIFEX_K3S_ROLE from the cloud-init env file and enables the matching services — nothing is enabled at bake time. |
k3s-prestart.sh |
Server prestart: refuses to start on a restore-block marker, derives config.yaml from its skeleton, stages the konnectivity-agent and CoreDNS manifests, and waits for the token-webhook kubeconfig. |
k3s-agent-prestart.sh |
Agent prestart shared by the OpenRC and systemd units. Requires K3S_URL and K3S_TOKEN, then resolves the kubelet provider-id from IMDSv2 for EKS parity. |
k3s-first-boot.sh |
Runs once after the server is healthy: reads the node-token and admin kubeconfig, rewrites the kubeconfig server address to the cluster NLB endpoint, and publishes both to the host. |
konnectivity-server-prestart.sh |
Waits for the K3s CA and admin kubeconfig, mints the konnectivity serving cert, and writes the apiserver replica count for the caller to source. |
mulga-eks-addon-sync.sh |
Pulls staged managed-addon descriptors through the gateway, renders each bundle into the K3s auto-deploy dir, and reports per-addon delivery status back. |
mulga-eks-etcd-snapshot.sh |
Snapshots K3s embedded etcd to predastore. Installed into two crond periodic dirs and picks its tier — frequent or daily — from the dir it was invoked from. |
mulga-eks-k3s-recovery.sh |
Applies a control-plane etcd-quorum recovery directive before k3s starts. Pull-based and a no-op unless the reconciler escalated a wedged control plane. |
mulga-eks-state-report.sh |
Publishes server health (healthz, node count) to the cluster reconciler. The apiserver binds the VPC node-ip, which the host daemon cannot probe directly. |
mulga-eks-provider-id.sh |
Writes the K3s config drop-in supplying the metadata the EBS CSI driver needs from IMDS: provider-id plus the region, zone and instance-type labels. |
mulga-ebs-byid.sh |
Mints the EBS-style /dev/disk/by-id symlink the upstream EBS CSI node plugin resolves, from the virtio-blk serial. Alpine's busybox mdev has no eudev to do it. |
mulga-mgmt-net.sh |
Boot oneshot bringing a multi-NIC system VM's interfaces up by MAC from the QEMU fw_cfg netcfg blob, before cloud-init's network stage. cloud-init cannot reliably pick the right NIC out of two. |
mulga-vpc-mtu.sh |
Boot oneshot pinning the VPC data NIC MTU so flannel sizes its VXLAN overlay to fit the OVN geneve underlay. Otherwise large frames are silently dropped while handshakes pass. |
Launch helpers
| Script | What it does |
|---|---|
launch-gpu.sh |
Launches a GPU instance from the AMD or NVIDIA GPU AMI, selecting the AMI from the instance type's GPU brand. --amd / --nvidia override the detection. |
ecs-node-bringup.sh |
Launches an ECS container-instance VM. Renders the cloud-init user-data seeding the agent's control-plane config, IAM credentials and gateway CA — there is no ECS-specific launch API, by design. |
demo/ — GPU demo
| Script | What it does |
|---|---|
deploy.sh |
Deploys and starts the four-instance GPU demo (dashboard, YOLO, Ollama, qwen3-vl) from the *_IP and VIDEO_PATH env vars. |
dashboard_server.py |
Serves the demo web UI and proxies the streams from the GPU instances. |
yolo_stream.py |
Runs YOLO detection over a video file, serving an MJPEG stream of annotated frames and an SSE stream of qwen3-vl scene descriptions. |