feat(modelwatch): push producer for open-weight model releases
Add newsfeed-modelwatch: a one-shot, systemd-timer-driven producer that watches
the Hugging Face Hub for open-weight releases and pushes filtered candidates to
the ingest endpoint. Answers "how do I automate the HF firehose into my feed" —
the RSS half already works on the pull rail; this is the JSON/API half.
How it works: each run polls the HF models API (a watchlist of orgs +
trendingScore), applies an admission predicate (license allowlist, total-params
cap, safetensors present, not gated, pipeline_tag), and POSTs the survivors to
POST /v1/ingest/candidates under a bearer token, tagged source="huggingface".
Two properties of the existing ingest rail shape the design:
- Ingest is idempotent on (user, external_id). Using the repo id as external_id
makes the producer STATELESS — no dedup table; re-runs/overlapping timers just
re-submit and the server drops repeats.
- HF `tags` are copied onto the candidate, so the user's per-interest weights do
the ranking. The predicate is only an ADMISSION filter (what's worth surfacing
at all) and stays subordinate to explicit weights, per the house rule.
Layout: newsfeed-modelwatch is a client of the API, not an internal component —
it holds no core/data deps. Pure logic (HF types, predicate, mapping to
CandidateSubmission, param formatting) lives in the lib with unit tests; the bin
does the HTTP polling/posting. CandidateSubmission gains Serialize so the
in-workspace producer can build and post one.
Ops:
- asset/systemd/newsfeed-modelwatch.{service,timer}: oneshot + 3-hourly timer.
The ingest token is a secret, kept in /etc/newsfeed/modelwatch.env
(NEWSFEED_TOKEN, mapped to `token` by figment) so a redeploy of the config
never clobbers it.
- asset/config/modelwatch.toml.tmpl: watchlist + predicate, no secret.
- infra-setup.sh installs the units, creates the env placeholder (never
overwritten), enables the timer, and prints the token step.
- deploy.yml builds + ships the binary and the (secret-free) config each deploy.
Verified: unit tests (gated union, license precedence, admit accept/reject,
mapping); dry-run against live HF; full loop against a local API — minted token,
submitted a real release, confirmed it landed in the feed with the huggingface
source linked and HF tags carried through. fmt/clippy/test all green.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016fKZzDpvjiJ9eYbPGgJvUP
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crates/newsfeed-modelwatch/Cargo.toml
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crates/newsfeed-modelwatch/Cargo.toml
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[package]
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name = "newsfeed-modelwatch"
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version.workspace = true
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edition.workspace = true
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rust-version.workspace = true
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license.workspace = true
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authors.workspace = true
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description = "Push producer: watches Hugging Face Hub for open-weight model releases and submits filtered candidates to the newsfeed ingest endpoint."
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[lib]
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name = "newsfeed_modelwatch"
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path = "src/lib.rs"
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[[bin]]
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name = "newsfeed-modelwatch"
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path = "src/main.rs"
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[dependencies]
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newsfeed-entities.workspace = true
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tokio.workspace = true
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reqwest.workspace = true
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serde.workspace = true
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serde_json.workspace = true
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chrono.workspace = true
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anyhow.workspace = true
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tracing.workspace = true
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tracing-subscriber.workspace = true
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figment.workspace = true
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clap.workspace = true
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