Fold the night's learnings into the roadmap, steering and the unseen-repo-evaluation spec so the process is reproducible and the project is "ready now": - roadmap.md: a 2026-10-11 state table (pool p1 frozen; harvest hardened + bucket-first; replay-image provenance pinned; baseline-on-kube next) and a 5-step readiness plan to record 07. - storage-streaming.md: RustFS-over-local as the default (local disk is the scarce resource); the implemented ousast-corpus layout; replay outputs belong on RustFS; the AX store endpoint is operator-owned. - design.md: an "Amendments (2026-10-11)" section (bucket-first persistence, ~2.2% rate-bound yield, machine-label record 07, pinned replay image provenance). - tasks.md: a folded-in amendment block (pool p1 frozen + freeze recipe; bucket-first; CI replay image; machine-label baseline; kube lane + ax/store as operator-owned infra). Facts stated are verified (measured yield, freeze digest, GHCR anon pull, batch.py's endpoint check); infra capability/policy is left to the operator, not assumed. The frozen pool artifacts themselves are not committed here (a separate samples/licensing decision). Co-Authored-By: Claude Opus 4.8 <[email protected]>
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Stream run artifacts to RustFS, one bucket per purpose
Recorded 2026-10-09 from the maintainer's direction. The host's local disk is the scarce resource (it runs near full, and the draw stops itself at under 2 GB free). Runs should stream their durable artifacts to RustFS instead of accumulating them on local disk, and should spread them across purpose-specific buckets rather than one shared bucket. This relieves the disk and simplifies runs: local state becomes mostly a scratch cache that can be rebuilt or resumed from the object store.
Why per-purpose buckets
One shared bucket (sast-memory) already bit us: an append-rewritten key on a versioned bucket
with no noncurrent-version expiry ballooned to >10 GB (see the engine-queue command-upload fix and
the lifecycle rules added 2026-10-09). Separate buckets let each kind of artifact carry the
lifecycle it actually needs, and keep a transient firehose from polluting durable data.
Proposed split (names illustrative; the admin creates them and grants the store key):
sast-memory— the plane memory store (existing): facts, excerpts, embeddings, index. Durable, versioned, with the noncurrent-version lifecycle now in place.sast-pools— frozen unseen pools and their provenance:pool-pN.toml,freeze-pN.json, and the draw journal needed to resume/reproduce. Durable, versioned. This is also the "don't redo the sourcing" archive.sast-runs(orsast-journals) — ephemeral run and queue state (engine-queue, replay results, per-run journals). Aggressive lifecycle: short current expiry + 1-day noncurrent expiry, since it is a transient firehose.- optionally
sast-traces— engine/replay traces, if kept.
Principles
- Stream, don't hoard. Write a run's durable outputs to its bucket as they are produced; keep only a working scratch (e.g. the live git clone, which cannot be streamed) on local disk, and let the disk guard stay as the backstop.
- Lifecycle per bucket, tuned to the artifact: durable+versioned for pools/memory; short+noncurrent-expiry for transient run/queue state. Never a versioned bucket without a noncurrent-version rule.
- Resume from the object store, so a wiped or small local disk does not lose a long run.
- Least privilege per bucket. A run gets a key scoped to the bucket it writes; the store never creates or configures a bucket (admin does that once), consistent with the current S3Store.
- Content discipline unchanged: no secrets, no exploit payloads; pool manifests keep the existing public/private (licence) split.
Foundation and dependency
src/openultrasast/plane/memory.py already speaks boto3 to RustFS (S3Store) with startup
verification of versioning/lifecycle/Select/tags; this direction extends that pattern to more
buckets rather than inventing a new transport. New buckets and their grants are an operator
admin action — the store credentials cannot create buckets or set lifecycle (confirmed by the
AccessDenied on the 2026-10-09 lifecycle apply).
Default: RustFS over local disk
Local disk on the VM is the scarce resource (it runs near full; the draw stops itself under 2 GB free).
RustFS/S3 has far more room. So the default for any run's durable state and large artifacts is the bucket,
not local disk. Local files are a rebuildable scratch cache only (the live git clone, a within-process
journal). A long run must be resumable purely from the bucket, and its outputs — including replay result
records — are written to RustFS, not ~/ousast-results on local disk.
Status (implemented 2026-10-10/11)
Bucket-first persistence is live, not a future spec. The unseen draw streams every stage to the
ousast-corpus bucket (http://10.0.0.54:9001, creds in .env as CORPUS_S3_*; boto3 needs path-style +
SigV4) and resumes from it:
unseen/<seed>/decisions/<sha256(repo+fix)>.json— accept/reject per repository (idempotent; content dedup).unseen/<seed>/resolved/<sha256(ghsa)>.json— per-advisory resolution.unseen/<seed>/advisories/list.json— the enumerated advisory list.unseen/repos/<sha256(name)>.json— get_repo cache, not seed-scoped (shared across seeds/runs), so the thousands of used-set canonicalization lookups are paid once ever.unseen/<seed>/pool/— the frozen pool and its provenance (pool-p1.toml,private-pool-p1.toml,freeze-p1.json,bisect-p1.json,protocol-p1.md): the durable "don't redo the sourcing" archive.
Implementation: benchmarks/unseen/bank.py (CorpusBank, corpus_settings). The old local journal is a
within-process cursor only; the bucket is the cross-run source of truth, so a restart (even after a code
change) resumes cheaply. Still to do and consistent with the default above: replay result records
(replay.py --out) currently default to ~/ousast-results/unseen/... on local disk — point them at RustFS
for the slice-1 baseline and after. The AX (kube) lane already uses presigned object transfer, which is the
same principle. One in-repo code fact: benchmarks/ax/batch.py currently expects a public-HTTPS DNS,
presign-capable endpoint. How the store endpoint and the cluster's access to it are provided is operator/AX-owned
infra, not something this doc should presume.