原始 JSON 报告 机器可读
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"body": "* Add `truss loops usage` command for Loops GPU capacity\n\nAdds an org GPU-capacity view for Loops, one row per deployment keyed by\nits active run. Shows trainer and sampler GPU allocations and statuses,\nwith a summary line aggregating GPUs in use vs scaled to zero.\n\nFlags:\n- default: org-wide (with \n[…]\nuns-list views keep 'Run ID' (each row is a run).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "* Support deploying Loops checkpoints by name\n\n`truss loops checkpoints deploy` can now select checkpoints by their\nhuman-readable name in addition to the existing database ID. This is\nadditive: checkpoint IDs remain fully supported and no output changes.\n\n- Add `--checkpoints step-50,step-100` (com\n[…]\nl. Verified under\nFORCE_COLOR=1 + narrow COLUMNS.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Support deploying Loops checkpoints by name (#2576)",
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"body": "`truss loops view` is now the run list. Mark `truss loops runs view`\ndeprecated: [DEPRECATED] in its help and a yellow runtime notice pointing to\n`truss loops view`. It still works (including its --run-id/--base-model\nfilters) so existing usage keeps functioning.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Deprecate `truss loops runs view` in favor of `truss loops view` (#2577)",
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"body": "* Make `truss loops view` run-focused\n\n`truss loops view` now lists Loops runs keyed by run ID, with a single\nrun-level status, instead of listing deployments with their sampler\ncolumns. Columns are: Run ID, Base Model, Status, Created At.\n\n- Reads from the runs endpoint (list_loops_runs) and displa\n[…]\n tolerance (and its test) and just read the name.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Make `truss loops view` run-focused (#2569)",
"author_name": "samiksha",
"author_login": "spal1",
"committed_at": "2026-07-24T04:10:45Z",
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"body": "* Make `truss loops deactivate` run-id-focused\n\nKey `truss loops deactivate` by RUN_ID instead of a deployment id, so the\ncommand matches how users identify Loops work everywhere else. The argument,\nconfirmation prompt, help text, and success message now all speak in terms of\nruns, and the help poin\n[…]\noyment route. Removes the fallback and its tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Make `truss loops deactivate` run-id-focused (#2571)",
"author_name": "samiksha",
"author_login": "spal1",
"committed_at": "2026-07-23T21:14:44Z",
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"oid": "e050333631713fddad0d10acf999d602049c6775",
"body": "`truss loops checkpoints deploy` (and the shared `truss train\ndeploy_checkpoints`) fell into InquirerPy prompts for missing values even\nin a non-TTY or under `--non-interactive`, crashing with an opaque\nOSError/EOFError instead of a clear error.\n\nAdd a `_guard_interactive` helper that raises a clear\n[…]\ny reachable prompt site in the deploy flow (model name,\ncheckpoint selection, compute/accelerator, base model id, HF secret name).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fail fast in checkpoint deploy when non-interactive (#2573)",
"author_name": "samiksha",
"author_login": "spal1",
"committed_at": "2026-07-23T18:44:02Z",
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"oid": "ba74143900ebcc03305eb3ab7e0f754cab9747c6",
"body": "* Make `truss loops logs` run-id focused\n\nReplace the mutually-exclusive `--loops-deployment-id` /\n`--sampler-deployment-id` flags on `truss loops logs` with a single\n`RUN_ID` positional argument plus a `--sampler` flag. Users no longer\nneed to know raw deployment ids: a run has two halves with sepa\n[…]\nts \"trainer logs\" — parallel with \"sampler logs\".\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Make `truss loops logs` run-id focused (#2570)",
"author_name": "samiksha",
"author_login": "spal1",
"committed_at": "2026-07-23T18:28:30Z",
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"oid": "b34e633bf5ae1406fc003c13094085c0d7bb6b0c",
"body": "Release 0.18.23",
"is_bot": false,
"headline": "Merge pull request #2568 from basetenlabs/bump-version-0.18.23",
"author_name": "Sidharth Shanker",
"author_login": "squidarth",
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"is_bot": false,
"headline": "Bump version to 0.18.23",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-07-23T02:05:44Z",
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"oid": "251c104d147f244742101688b26459c016349c12",
"body": null,
"is_bot": false,
"headline": "Add GB300. (#2567)",
"author_name": "Sidharth Shanker",
"author_login": "squidarth",
"committed_at": "2026-07-23T02:05:05Z",
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"oid": "72e1c6c543e276ebc452e4183cb036a5ccecfb74",
"body": "…0ms (#2565)\n\n* perf(client): lower min request timeout to 100ms and hedge delay to 45ms\n\n- MIN_REQUEST_TIMEOUT_S: 0.5 -> 0.1 (applies to per-request and total timeout)\n- MIN_HEDGE_DELAY_S: 0.2 -> 0.045\n\n* docs(client): update README for 0.1.12 and lowered hedge delay floor\n\n- Bump example Cargo dep version 0.1.11 -> 0.1.12\n- hedge_delay minimum 0.2s -> 0.045s in two doc locations",
"is_bot": false,
"headline": "perf(client): lower min request timeout to 100ms and hedge delay to 6…",
"author_name": "Michael Feil",
"author_login": "michaelfeil",
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"body": null,
"is_bot": false,
"headline": "Add TRUSS_NO_UPDATE_CHECK env var to skip update check (#2561)",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-07-20T20:50:30Z",
"body_truncated": false,
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"body": "Release 0.18.22",
"is_bot": false,
"headline": "Merge pull request #2560 from basetenlabs/bump-version-0.18.22",
"author_name": "William-Gao1",
"author_login": "William-Gao1",
"committed_at": "2026-07-17T14:16:06Z",
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"body": null,
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"headline": "Merge branch 'release' into bump-version-0.18.22",
"author_name": "William-Gao1",
"author_login": "William-Gao1",
"committed_at": "2026-07-17T12:24:56Z",
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"headline": "Bump version to 0.18.22",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-07-17T12:11:28Z",
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"oid": "c11ceaa5e0c4178bd320dd11f786503cd5881d32",
"body": "The workstation command always hit the default-team upsert endpoint\n(POST /v1/training_projects), which 403s for API keys scoped to a\nnon-default team. Resolve the team the same way train push does\n(--team flag, .trussrc remote team fallback, auto-pick when the user\nhas exactly one team, prompt otherwise) and route the upsert through\nthe team-scoped endpoint via a new team_id param on public_api.push.",
"is_bot": false,
"headline": "feat(cli/train): add --team support to truss train workstation (#2558)",
"author_name": "William-Gao1",
"author_login": "William-Gao1",
"committed_at": "2026-07-16T23:56:32Z",
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"body": null,
"is_bot": false,
"headline": "Support msgpack response decoding (#2556)",
"author_name": "Michael Feil",
"author_login": "michaelfeil",
"committed_at": "2026-07-16T20:59:54Z",
"body_truncated": false,
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"body": "…2551)",
"is_bot": false,
"headline": "fix(server): decode byte chunks in the gathered generator response (#…",
"author_name": "Enes Yilmaz",
"author_login": "EnesYilmazcode",
"committed_at": "2026-07-16T19:58:56Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "oidc: truss CLI change (#2550)",
"author_name": "MarkGotesman",
"author_login": "MarkGotesman",
"committed_at": "2026-07-16T18:44:04Z",
"body_truncated": false,
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"oid": "504e31adf4bc663adfe41f8541b50f4011ca10de",
"body": "Release 0.18.21",
"is_bot": false,
"headline": "Merge pull request #2555 from basetenlabs/bump-version-0.18.21",
"author_name": "Deepak Nagaraj",
"author_login": "ndeepak-baseten",
"committed_at": "2026-07-16T18:33:58Z",
"body_truncated": false,
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{
"oid": "16edcf68d6676afa2f34aaf95da6c24d0d8de5ca",
"body": "* Enable zstd decompression in performance client\n\n* Update Node Docker CI Rust toolchain\n\n* Bump performance client version to 0.1.10",
"is_bot": false,
"headline": "[codex] Enable zstd decompression in performance client + fix ci (#2554)",
"author_name": "Michael Feil",
"author_login": "michaelfeil",
"committed_at": "2026-07-16T18:07:43Z",
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"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.21",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-07-16T17:08:33Z",
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"oid": "58b866f32f5658b2dac1cac68e5cbb2d18af3bf8",
"body": "…(RUN-564) (#2552)\n\n* fix(image_builder): stop corrupting slim SERVER_START_CMD ENV values (RUN-564)\n\ntojson escapes ' < > & to \\uXXXX; Dockerfile ENV keeps those verbatim\n(only JSON exec-form instructions decode them), so any start_command\nwith those characters was baked corrupted. Quote the ENV va\n[…]\nsor.com>\n\n* fix: reject CR line breaks and stop echoing ENV value in error (Copilot review)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(image_builder): stop corrupting slim SERVER_START_CMD ENV values …",
"author_name": "Deepak Nagaraj",
"author_login": "ndeepak-baseten",
"committed_at": "2026-07-15T22:13:04Z",
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"oid": "1695e09731a3a9f6bd6dc93ef2ef03bbddfaf054",
"body": "…2547)\n\nReplace the single Usage column in `truss train capacity view` (org and\nteam tables) with On-Demand and Spot columns, reading the backend's new\ndedicated_usage_count / spot_usage_count fields. Under baseline/peak\nbanding spot bursts into the peak and can push total usage above the\nlimit, whi\n[…]\nbackend omits the breakdown; `_usage_split` falls back to\nshowing the total under On-Demand so the view still reflects real usage.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli/train): split capacity view usage into On-Demand and Spot (#…",
"author_name": "John T",
"author_login": "johnnt849",
"committed_at": "2026-07-15T16:28:31Z",
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"oid": "977ac7e39d4af60463450cc0afdccd481163a37e",
"body": "* fix(ci): pin apt mirror for integration test image builds\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* fix(tests): make graceful-shutdown timeout patch robust to constant changes\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* fix(tests): poll for server availability in failed-load sche\n[…]\nursor <cursoragent@cursor.com>\n\n* Fix termination test port race; free CI runner disk space\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(ci): pin apt mirror for integration test image builds (#2549)",
"author_name": "Deepak Nagaraj",
"author_login": "ndeepak-baseten",
"committed_at": "2026-07-14T21:34:16Z",
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"oid": "236e166b201b6a549554bf39ab162cc0faf01204",
"body": "…#2520)\n\n* Add AvailabilityModel to job Compute\n\n* feat(cli/train): add --spot flag to truss train push (#2522)\n\nAdds a --spot flag to `truss train push` that forces the job onto\ninterruptible spot capacity, overriding compute.availability_model from\nthe config (flag takes priority). Threaded throug\n[…]\nicit 'dedicated', so warning on every\n--spot would fire on the common path.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(train): support availability_model (spot/dedicated) on compute (…",
"author_name": "John T",
"author_login": "johnnt849",
"committed_at": "2026-07-14T20:05:14Z",
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{
"oid": "858e624bdc2a2a34930299624590f780cadd95f3",
"body": "Release 0.18.20",
"is_bot": false,
"headline": "Merge pull request #2548 from basetenlabs/bump-version-0.18.20",
"author_name": "Deepak Nagaraj",
"author_login": "ndeepak-baseten",
"committed_at": "2026-07-14T17:05:16Z",
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{
"oid": "7aaac4db3618c1999570fea4f22d0188a09cd716",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.20",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-07-14T16:26:32Z",
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{
"oid": "1c113dcdd05c7151c95c64a0e2c0c86766188c34",
"body": "…r (#2546)\n\nThe docker_server image deleted /etc/nginx/sites-enabled/default in a\nseparate RUN, emitting an overlayfs whiteout for it. Whiteouts over\nFUSE-backed lower layers can be mishandled (listed in readdir but ENOENT\non open), which breaks nginx's `include sites-enabled/*` glob. Removing\nthe file in the same RUN that installs nginx keeps it out of every\ncommitted layer, so no whiteout is produced.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(image_builder): fold nginx default-site removal into install laye…",
"author_name": "Deepak Nagaraj",
"author_login": "ndeepak-baseten",
"committed_at": "2026-07-14T04:07:15Z",
"body_truncated": false,
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{
"oid": "c5ad35c2115f8425a7f62857b480b24ddfdcb0a5",
"body": "Release 0.18.19",
"is_bot": false,
"headline": "Merge pull request #2541 from basetenlabs/bump-version-0.18.19",
"author_name": "Sanjan Das",
"author_login": "Sanjan611",
"committed_at": "2026-07-10T19:44:42Z",
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{
"oid": "1cb90037d4d9e5f8ee894a3f8b59fa56e2c3361f",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.19",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-07-10T19:16:11Z",
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{
"oid": "e73ce9771978ecc2a89162f51c17981b40e16c57",
"body": "Add CoreWeave AI Object Storage (cw://) as a supported weights source\nscheme, alongside s3://, gs://, azure://, and r2://. CoreWeave is\nS3-compatible with a single global endpoint, so a cw:// source looks\nlike cw://bucket/path (no account id, no @revision) and reuses the\nexisting cloud-storage bucke\n[…]\nrce field description, chains\n AssetSpec docstring, and regenerate config.schema.json.\n- Add unit tests matching the r2:// cases.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: support cw:// (CoreWeave) weights source scheme (#2536)",
"author_name": "Sanjan Das",
"author_login": "Sanjan611",
"committed_at": "2026-07-10T18:33:45Z",
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{
"oid": "14cece4a4ae461965f25b15a1939777be43f3506",
"body": "Teams have no baseline concept, so the always-zero Baseline column in\nthe Team Training GPU Capacity table was misleading. Remove it from the\nteam table (Team, GPU Type, Limit, Usage); the org-level table's\nbaseline is real and stays.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli/train): drop Baseline column from team capacity view (#2539)",
"author_name": "John T",
"author_login": "johnnt849",
"committed_at": "2026-07-09T21:02:48Z",
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{
"oid": "66bf77362802147348909e9f8416a3e3fc634464",
"body": "Release 0.18.18",
"is_bot": false,
"headline": "Merge pull request #2535 from basetenlabs/bump-version-0.18.18",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-07-06T22:06:47Z",
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{
"oid": "6806e1b76f24cfbf7f53041c09ca03d576a0368a",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.18",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-07-06T19:57:49Z",
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{
"oid": "b0473a16aaf9e4864bbbf9a233bef2c6872e7f84",
"body": "…ed (#2530)",
"is_bot": false,
"headline": "Namespace runtime server packages to avoid shadowing user common/shar…",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-07-06T17:08:25Z",
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{
"oid": "6ba4d51fb5b1faff1d48f28db2b74423e6e18467",
"body": null,
"is_bot": false,
"headline": "fix(cli): enforce exactly one of predict --data/--file (#2534)",
"author_name": "Nishchay Mahor",
"author_login": "NishchayMahor",
"committed_at": "2026-07-06T14:31:53Z",
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{
"oid": "b0324d57cf3c9fd5550c50040af01146b3113d2a",
"body": "`truss train capacity view` only rendered org-level GPU capacity, so\nafter `capacity update` set a team's ceiling there was no CLI way to\nread it back. The GET v1/training/capacity endpoint already returns\n`team_gpu_capacities`, so this surfaces them in a second table.\n\nget_training_capacity now ret\n[…]\nad (it had a\nsingle caller) and display_training_capacity renders an org table and,\nwhen present, a team table with a Team column.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli/train): show team capacities in capacity view (#2533)",
"author_name": "John T",
"author_login": "johnnt849",
"committed_at": "2026-07-03T01:22:08Z",
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{
"oid": "9ba20408fcff1c618d6f4ab19d7cdb689be4670e",
"body": "* feat(cli/train): support setting team GPU capacity\n\nExtends `truss train capacity` with --team, --gpu-type, and --capacity so\norg admins can set a team's GPU capacity ceiling from the CLI, calling the\nnew team-capacity PATCH endpoint. With no flags, the command still shows\nthe existing read-only c\n[…]\n updated_capacity for clarity\n\nAddresses review nit from spal1 on PR #2531.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli/train): support setting team GPU capacity (#2531)",
"author_name": "John T",
"author_login": "johnnt849",
"committed_at": "2026-07-03T00:22:34Z",
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{
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"body": "…529)",
"is_bot": false,
"headline": "Keep truss login API keys plaintext in trussrc instead of keyring (#2…",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-07-01T13:29:13Z",
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{
"oid": "268b8bcae0be9d12ba7255c18f3b746bfb362a56",
"body": "…ity (#2528)",
"is_bot": false,
"headline": "Use pythonjsonlogger.jsonlogger for python-json-logger 2.x compatibil…",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-06-30T18:09:04Z",
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{
"oid": "25966639e739cf4e7c95e54f60eea9bd4113ad4c",
"body": null,
"is_bot": false,
"headline": "chains: replace 'via' in run_remote and external_data docstrings (#2524)",
"author_name": "Pat.",
"author_login": "pat-baseten",
"committed_at": "2026-06-29T17:29:38Z",
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"oid": "4fead7aaadd804ea1228ef027ac650ddc69a514c",
"body": "* feat(cli/train): add command to update pending job priority\n\nAdds client-side support for the new backend endpoint\nPATCH /v1/training_projects/{project_id}/jobs/{job_id} which updates the\nqueue priority of a PENDING training job.\n\n- BasetenApi.update_pending_training_job_priority issues the PATCH \n[…]\ncore helper and the API request shape.\n\nTRN-1275\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Generalize update training job function\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat(cli/train): add command to update pending job priority (#2521)",
"author_name": "John T",
"author_login": "johnnt849",
"committed_at": "2026-06-26T18:26:24Z",
"body_truncated": true,
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"oid": "e85eb9ead22392172896716b334bbd307f59825b",
"body": "…loyments (#2523)\n\n* feat(loops): `truss loops view --org` to list the whole org's deployments\n\nAdds an --org flag to `truss loops view`: passes ?scope=org to\nGET /v1/loops/deployments and renders an Owner column (the deployment's user\nemail) so you can see who across the org is running Loops traine\n[…]\nOpus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: ShreyaRavi <10733132+ShreyaRavi@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(loops): add `truss loops view --org` to list the whole org's dep…",
"author_name": "harrypartridge-netizen",
"author_login": "harrypartridge-netizen",
"committed_at": "2026-06-25T17:01:26Z",
"body_truncated": true,
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"oid": "c3cbaf7a2979475545be08fdde15d90874248869",
"body": "Release 0.18.17",
"is_bot": false,
"headline": "Merge pull request #2518 from basetenlabs/bump-version-0.18.17",
"author_name": "Brian Broll",
"author_login": "brollb",
"committed_at": "2026-06-24T16:38:06Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "621c8877c24c6224f72f09e1d3b5d3a5e332abf1",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.17",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-24T15:46:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e9d4aef0ed3be0b46cd3f5c52855819d03cf2bf",
"body": "`truss train stop` and `truss train stop --all` only searched ACTIVE_JOB_STATUSES,\nso pending jobs returned \"No running jobs found.\" Include QUEUED_JOB_STATUSES in\nboth searches and update the messaging accordingly.\n\nCo-authored-by: Brian Broll <brian.broll@baseten.co>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli/train): allow stopping queued/pending jobs (#2517)",
"author_name": "Brian Broll",
"author_login": "brollb",
"committed_at": "2026-06-24T15:43:37Z",
"body_truncated": false,
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},
{
"oid": "fecca4b0c3ac9360a528893ad3ef2b1a2255b0c1",
"body": "* remove instancetype validation\n\n* should be good",
"is_bot": false,
"headline": "remove instance type validation from truss train workstation (#2516)",
"author_name": "rcano-baseten",
"author_login": "rcano-baseten",
"committed_at": "2026-06-24T15:38:05Z",
"body_truncated": false,
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"oid": "9dd58e4bd5575747755386a8363b77c717a13525",
"body": "… (#2514)\n\n* Hash full config for image builds, copy config.yaml as last layer\n\nStop excluding runtime fields (environment_variables, weights,\ntraining_checkpoints) from the build hash so any config change is\nreflected in the rebuild signal. clear_runtime_fields is kept as a\nno-op placeholder hook f\n[…]\n16rc0 -> 0.18.15)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* remove the shell\n\n* remove callsite\n\n* remove callsite\n\n* more cleanup\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Hash full config for image builds; copy config.yaml as the last layer…",
"author_name": "Amy Hu",
"author_login": "amyhu-b10",
"committed_at": "2026-06-23T18:55:42Z",
"body_truncated": true,
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},
{
"oid": "3836356497f5e1a1ede565318efca81c3d3aa583",
"body": "Release 0.18.16",
"is_bot": false,
"headline": "Merge pull request #2515 from basetenlabs/bump-version-0.18.16",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-23T15:26:27Z",
"body_truncated": false,
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{
"oid": "237f8bdc7af0a50ec2fae41c1ac664cd2416e52a",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.16",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-23T15:08:02Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "2154e5f88518bf41dc4eb67419fa2e9b1d2c982d",
"body": "* update chainlet status check to fix keepalive\n\n* update to use watch endpoints directly\n\n* update comment\n\n* limit scope",
"is_bot": false,
"headline": "fix(chains): Normalize chainlet status to fix keepalive behavior (#2511)",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-23T15:04:29Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "40ff768070d14be237a3b81f64e447667c832062",
"body": "Release 0.18.15",
"is_bot": false,
"headline": "Merge pull request #2513 from basetenlabs/bump-version-0.18.15",
"author_name": "William-Gao1",
"author_login": "William-Gao1",
"committed_at": "2026-06-22T20:26:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e149840383fee5b7973b5d75810918d6c244f49f",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.15",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-22T20:12:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2dd26f8e20d392d136c3353c0ddb53bfdd3d4448",
"body": "Lets training jobs load a Loops checkpoint as initial weights via\nLoopsCheckpoint.from_checkpoint(run_id, checkpoint_name, target), where\ntarget is 'trainer' (full state, default) or 'sampler' (inference\nweights). Serializes as a loops_checkpoint entry in LoadCheckpointConfig;\nthe backend resolves it to a bt://loops weight source.",
"is_bot": false,
"headline": "feat(truss-train): add LoopsCheckpoint to load_checkpoint config (#2509)",
"author_name": "William-Gao1",
"author_login": "William-Gao1",
"committed_at": "2026-06-22T16:32:10Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "751120b3479e982b12495ba570aa2946ecf077fa",
"body": "Release 0.18.14",
"is_bot": false,
"headline": "Merge pull request #2512 from basetenlabs/bump-version-0.18.14",
"author_name": "Deepak Nagaraj",
"author_login": "ndeepak-baseten",
"committed_at": "2026-06-22T16:25:13Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "e8b5c7ce893ec448fdbe274c64dfbbac2eb6efb3",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.14",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-22T16:12:35Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "0e26d7b4ba8392401ed32adb7305e2cf04c531d7",
"body": "* feat(docker_server): slim build branch (no in-image proxy)\n\nAdds a docker_server build that omits nginx and supervisord. Triggered\nby BT_USE_DOCKER_SERVER_SLIM=true. The customer's start_command runs as\nPID 1. Routing and probes are the deploying platform's responsibility.\n\nDistinct from the sidec\n[…]\nith: Cursor\n\n* refactor(docker_server): split slim-build predicate to drop redundant checks\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat(docker_server): slim build branch (no in-image proxy) (#2402)",
"author_name": "Deepak Nagaraj",
"author_login": "ndeepak-baseten",
"committed_at": "2026-06-22T14:35:00Z",
"body_truncated": true,
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"oid": "0818898d875ebd000b91f18036fbbc45b15942e0",
"body": "… (#2508)\n\n`truss loops checkpoints deploy --run-id` listed every checkpoint for the\nrun, including trainer-target ones. Trainer checkpoints hold full training\nstate, not loadable inference weights, so they are not deployable (the\nbackend now rejects them too). Filter the interactive picker to sampl\n[…]\nror when a run has none.\n\nFiltering also removes a latent collision: a sampler and trainer\ncheckpoint can share a checkpoint_name, which would clobber each other in\nthe name->pk map the picker builds.",
"is_bot": false,
"headline": "fix(loops/cli): exclude trainer-target checkpoints from deploy picker…",
"author_name": "William-Gao1",
"author_login": "William-Gao1",
"committed_at": "2026-06-18T01:56:21Z",
"body_truncated": true,
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{
"oid": "223bfde2c855985195f9b5a8f7155febc6bbc793",
"body": "Release 0.18.13",
"is_bot": false,
"headline": "Merge pull request #2507 from basetenlabs/bump-version-0.18.13",
"author_name": "Xiaohan Zhang",
"author_login": "XiaohanZhangCMU",
"committed_at": "2026-06-17T11:18:12Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "21be2aee326032e93b7317dc47fd682379e0e088",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.13",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-17T04:01:53Z",
"body_truncated": false,
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},
{
"oid": "8f716ecd61df30cb560ac27d65e26ce9695b396f",
"body": "* update\n\n* lint",
"is_bot": false,
"headline": "Add replicas option for Loops deployments (#2502)",
"author_name": "Xiaohan Zhang",
"author_login": "XiaohanZhangCMU",
"committed_at": "2026-06-17T02:06:51Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "31abc84e43a2647995fe20f3a93424940f3cdf0a",
"body": "Release 0.18.12",
"is_bot": false,
"headline": "Merge pull request #2506 from basetenlabs/bump-version-0.18.12",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-06-16T15:19:10Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "7e973f3637e8a1adaa6c23340d71cc83a1e56f05",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.12",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-16T15:04:58Z",
"body_truncated": false,
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{
"oid": "9899c8aa0cd8554498e3711196cd2ecb2fe63af4",
"body": "…91)\" (#2505)\n\nThis reverts commit da026bfdbcd7f406c5ff1bba7b2adf399f30c7f4.",
"is_bot": false,
"headline": "Revert \"Add validation to prevent no_build with predict_endpoint (#22…",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-06-16T15:03:56Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "5d98ee941cd587d567fbbecc3fcb3f81d357ee94",
"body": "Release 0.18.11",
"is_bot": false,
"headline": "Merge pull request #2504 from basetenlabs/bump-version-0.18.11",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-16T02:15:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8cd82bb7530dec80bcdae90eb6a918caa895dffd",
"body": null,
"is_bot": false,
"headline": "Merge branch 'release' into bump-version-0.18.11",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-16T01:08:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5880246ffc092534d02edbae96d520e81956e72f",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.11",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-16T01:04:05Z",
"body_truncated": false,
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{
"oid": "944a771c8884aa84990f35d55be233bc37e44933",
"body": "Release 0.18.10",
"is_bot": false,
"headline": "Merge pull request #2499 from basetenlabs/bump-version-0.18.10",
"author_name": "Daniel Leef",
"author_login": "danielleef",
"committed_at": "2026-06-15T23:05:37Z",
"body_truncated": false,
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},
{
"oid": "fca6ca951dbb3fe33707b5b35b6401ed84bd4a39",
"body": "* fix(workstation): scope multinode SLURM rendezvous dir by job id\n\nBT_PROJECT_CACHE_DIR is shared across all jobs in a project, and the SLURM\nrendezvous dir was named slurm_workstation off it. Two concurrent multinode\njobs in the same project therefore wrote to the same node registry (keyed only\nby\n[…]\nOpus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: ShreyaRavi <10733132+ShreyaRavi@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(workstation): scope multinode SLURM rendezvous dir by job id (#2503)",
"author_name": "Shreya Ravi",
"author_login": "ShreyaRavi",
"committed_at": "2026-06-15T20:48:38Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f0e302a5b96f3f878c1109a34e623289d8b69e5c",
"body": "* skip flaky test\n\n* fix: format flaky hf transfer test\n\n* lint fix\n\n* fix maturin failure\n\n* pin maturin version\n\n* skip more susceptible tests\n\n* lint fix\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(truss-transfer): Disable flaky HF truss-transfer test (#2501)",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-15T19:59:14Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f63fb5c15364ad79f11a6ff0d9f49a4e97a2cb70",
"body": "* add --no-sleep to chains\n\n* fix lint\n\n* reach truss parity\n\n* update tests\n\n* keep all chainlets alive even when experimental chainlet names is used\n\n* Add additional fallback based on the chainlet oracle id before erroring on missing hostname\n\n* lint fix\n\n* skip flaky hf test\n\n* update to keep chainlets alive during slow deploys\n\n* prevent chainlet from falling asleep",
"is_bot": false,
"headline": "feat(chains): Add --no-sleep to chains watch (#2500)",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-15T17:57:33Z",
"body_truncated": false,
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},
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"oid": "da026bfdbcd7f406c5ff1bba7b2adf399f30c7f4",
"body": "When no_build is true, the predict_endpoint configuration is a no-op\nbecause nginx is not generated. This validation prevents users from\nconfiguring an invalid state that would be confusing.\n\n- Add _validate_no_build_with_predict_endpoint validator to DockerServer\n- Add tests for both valid and invalid configurations\n\nCo-authored-by: Dhruv Singal <dsingal@Dhruvs-MacBook-Pro.local>",
"is_bot": false,
"headline": "Add validation to prevent no_build with predict_endpoint (#2291)",
"author_name": "Dhruv Singal",
"author_login": "dsingal0",
"committed_at": "2026-06-13T01:13:29Z",
"body_truncated": false,
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},
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"oid": "cf0f8ae19c0b39a39697d1bfd08ef2bf312e45f2",
"body": "* skip flaky test\n\n* fix: format flaky hf transfer test\n\n* lint fix\n\n* fix maturin failure\n\n* pin maturin version\n\n* skip more susceptible tests\n\n* lint fix\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix(truss-transfer): Disable flaky HF truss-transfer test (#2501)",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-12T19:31:57Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "21ef7bb01a7d65fdb8550da5d9c34d67efe4d20b",
"body": null,
"is_bot": false,
"headline": "Add time-range and filter flags to `truss model-logs` (#2497)",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-06-11T21:34:46Z",
"body_truncated": false,
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},
{
"oid": "d2ad0526364201450a6d8a40d3f29e2d6b9e550f",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.10",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-11T20:40:36Z",
"body_truncated": false,
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},
{
"oid": "062aceec8ea703ca6fd4bfedb802befd98533040",
"body": "* updates\n\n* updates\n\n* updating schema\n\n* updates\n\n* updated schema\n\n* making fqdn / ip validations consistent with backend",
"is_bot": false,
"headline": "feat(cli): Egress restrictions in truss runtime config (#2481)",
"author_name": "Daniel Leef",
"author_login": "danielleef",
"committed_at": "2026-06-11T19:24:22Z",
"body_truncated": false,
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},
{
"oid": "89dc9b53155e1dc362b5c7e12fcb65b681f0625b",
"body": "Release 0.18.9",
"is_bot": false,
"headline": "Merge pull request #2498 from basetenlabs/bump-version-0.18.9",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-11T19:14:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "912979da69262ea2b49ef2375512bdc10bfda2b4",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.9",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-11T16:53:15Z",
"body_truncated": false,
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},
{
"oid": "5c7c049284b9f8fdd85b6e60724b2ec02840183e",
"body": "* add build commands to chains\n\n* fix watch mode to observe changes for all chain dirs\n\n* update to only watch selected chainlets\n\n* fix watch root logic\n\n* fix filtering\n\n* resuse truss utils for truss chainlets\n\n* lints\n\n* more fixes\n\n* remove\n\n* update to expand watch path to parent to also capture changes to neighboring files in the same module",
"is_bot": false,
"headline": "Fix chain watch detection for external package changes (#2494)",
"author_name": "iancarrasco-b10",
"author_login": "iancarrasco-b10",
"committed_at": "2026-06-11T15:40:36Z",
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"oid": "40a203772765fb2f600258aeedca556c9aeb02b7",
"body": "…2496)\n\n`truss loops view` (table and JSON) indexed `deployment[\"sampler\"]` and\nthen ``sampler[\"deployment_id\"]`` directly. The backend now surfaces\norphaned deployments — those whose paired ``SamplingServer`` provisioning\nfailed mid-create — with ``sampler: null`` instead of dropping them\nsilently,\n[…]\nse rows without a KeyError.\n\nRender placeholders in the table columns and emit ``\"sampler\": null`` in\nthe JSON output for orphans.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(loops): render deployments with sampler: null without crashing (#…",
"author_name": "rcano-baseten",
"author_login": "rcano-baseten",
"committed_at": "2026-06-11T15:23:08Z",
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"oid": "ba66a02ab2ddee19ac39830c5f70f99a6287466b",
"body": "Release 0.18.8",
"is_bot": false,
"headline": "Merge pull request #2493 from basetenlabs/bump-version-0.18.8",
"author_name": "Chad Retz",
"author_login": "cretz",
"committed_at": "2026-06-10T15:09:26Z",
"body_truncated": false,
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"oid": "1e041fc386712f1cd87454fae96bded2a6fe8cd3",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.18.8",
"author_name": "basetenbot",
"author_login": "basetenbot",
"committed_at": "2026-06-10T14:41:24Z",
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"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "excellent",
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"note": null,
"notes": [],
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"inputs": {
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"contributors_sampled": 83,
"top_contributor_share": 0.157
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"components": [
{
"key": "bus_factor",
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"code": "bus_factor",
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}
],
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{
"key": "commit_distribution",
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"details": [
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"code": "top_contributor_share",
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"share": 16
}
}
],
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},
{
"key": "contributor_breadth",
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"detail": "83 contributors",
"points": 13.5,
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"details": [
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"code": "contributors_sampled",
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"count": 83
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
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"points": 10,
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"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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"inputs": {
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"open_issues": 7,
"closed_issues": 138,
"issue_closed_ratio": 0.952,
"closed_unmerged_prs": 420
},
"components": [
{
"key": "issue_resolution",
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"points": 44.5,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
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}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
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"detail": "1949/2369 decided PRs merged",
"points": 31.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"merged": 1949,
"decided": 2369
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
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"points": 15,
"status": "met",
"details": [],
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
"followers": 369,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "basetenlabs",
"public_repos": 115,
"account_age_days": 2520
},
"components": [
{
"key": "ownership_backing",
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"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "369 followers of basetenlabs",
"points": 18.5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 369,
"login": "basetenlabs"
}
}
],
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},
{
"key": "track_record",
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"detail": "115 public repos, account ~6 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 115
}
},
{
"code": "account_age_years",
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"years": 6
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}
],
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}
]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"truss",
"truss_transfer"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
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"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 2,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "1185 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 1185
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 92,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "19 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 19
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
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"artificial-intelligence",
"easy-to-use",
"inference-api",
"inference-server",
"model-serving",
"open-source",
"packaging",
"falcon",
"stable-diffusion",
"whisper",
"wizardlm"
],
"has_wiki": false,
"homepage": "https://truss.baseten.co",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://truss.baseten.co",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "12 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 12
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 55,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"app_username\". Must be of the form: name=value",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "172 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "moderate",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 804 resolved dependencies against OSV; 43 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 804
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 43
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 50,
"inputs": {
"source": "osv",
"advisories": 283,
"affected_packages": 51,
"assessed_packages": 804,
"unassessed_packages": 43,
"affected_by_severity": "critical 2, high 26, moderate 13, low 3, unknown 7",
"direct_affected_packages": 9
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "9 affected: click 8.1.8 (high 7.2), click 8.2.1 (high 7.2), pyo3 0.24.2 (high 7.5), +6 more",
"points": 7.6,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 9,
"packages": "click 8.1.8 (high 7.2), click 8.2.1 (high 7.2), pyo3 0.24.2 (high 7.5)"
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},
{
"code": "advisories_affected_more",
"params": {
"count": 6
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "4 advisory-carrying package(s) unaddressed past 90 days; oldest published 175 days ago",
"points": 29.8,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 4,
"oldest": 175
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 804,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 80,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
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"legible_history_share": 0.75,
"agent_instruction_files": [
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"CLAUDE.md"
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"agent_instruction_max_bytes": 1448
},
"components": [
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"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "75 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 75,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 91,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"uv.lock",
"yarn.lock"
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"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
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],
"has_devcontainer": true,
"has_linter_config": true,
"typecheck_configs": [
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"agent_commit_share": 0.28,
"toolchain_manifests": [
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"baseten-performance-client/core/Cargo.toml",
"baseten-performance-client/node_bindings/Cargo.toml",
"baseten-performance-client/python_bindings/Cargo.toml",
"baseten-performance-client/reverse_proxy/Cargo.toml",
"truss-transfer/Cargo.toml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "truss-chains/truss_chains/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "truss-chains/truss_chains/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "devcontainer, Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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