feat: per-machine hardware profiles — detect the card, fit the box (13-task plan)#110

Merged

OriNachum merged 47 commits into

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feat/per-machine-profiles

Jul 13, 2026

Commits on Jul 13, 2026

plan: t11 gains a docs-tightening validation criterion (doc-test-alignment + markdownlint + rubric gate)

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feat(assess): per-role CORRECTNESS probes for cortex/embedder/reranker (#81, t7)

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merge t7: per-role correctness probes (lobes assess --probes)

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feat(machines): per-chip strategy package with an explicit registry

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refactor(profiles): derive the machine surface from the chip registry

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test(machines): registry, thor load-tested values, and one-file-new-chip

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merge t12: per-chip strategy registry (lobes/machines/), legacy profiles derived

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feat(templates): parameterise per-machine vLLM knobs via .env (t3)

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merge t3: machine knobs flow via .env (kv dtype, attention-config, enforce-eager); MULTIMODAL_ATTENTION_BACKEND kept pending #109

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feat(runtime): host card detection on top of the machines registry (t2)
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merge t2: host card detection (lobes/runtime/_detect.py) riding the machines registry

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feat(profiles): per-role Profile schema + spark/thor built-ins (t1)

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merge t1: profile schema + TOML built-ins (spark, thor), loader with operator override

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feat(init): apply the resolved per-machine profile (t4)
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merge t4: lobes init applies the resolved profile (detect -> profile -> .env), --profile override, UNKNOWN refuses

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test(goldens): byte-for-byte per-machine profile rendering goldens (t13)
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merge t13: golden rendered env per profile + template defaults, byte-diffed (cross-machine no-breakage guard)

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feat(gateway): honour per-machine role feasibility end to end (t6)

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merge t6: hardware feasibility honoured end-to-end (capabilities omit, gateway 404 role_infeasible)

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feat(doctor): report machine profile — detected card + profile choice + validation status

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merge t5: doctor/status report detected card + profile, warn on forced/unvalidated

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test(upgrade-compat): prove main-scaffolded deployments survive an upgrade (t15)
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merge t15: upgrade-compat proof — main-scaffolded deployments keep working, env names stable

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feat(init): unknown card serves conservative base profile instead of refusing (t14)
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merge t14: unknown card warns and serves the conservative base profile (no 27B)

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fix(gateway): empty GATEWAY_DEFAULT_MODEL default — follow the primary gear's served name

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fix(assess): cortex probe disables thinking per-request (t10 hardware finding)

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docs(profiles): machine detection and per-role tuning — Thor validated, verified against code

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merge t11: docs/machine-profiles.md, explain entry, support tables

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docs(profiles): t11 validation pass — correct claims to match measured evidence

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chore: bump to 0.41.0 + changelog for the per-machine profiles implementation

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fix(ci): MD032 blank lines in machine-profiles.md; pin detection in fleet-scaffold tests

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fix(ci): epsilon guard in cosine similarity (Sonar S1244); fence languages (MD040)

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fix(sonar): split _render_text to cut cognitive complexity below 15

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fix(sonar): S3776 — extract doctor text-render helpers (behavior-preserving)

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fix(sonar): construct Profile directly, single-call pytest.raises block
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fix(sonar): S5886 explicit Profile construction; S5778 single-call raises block

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fix(sonar): extract handle_post helpers to cut cognitive complexity (S3776)

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fix(sonar): S3776 — extract handle_post resolver/backend-loop helpers (behavior-preserving)

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fix(sonar): assess cmd distinct returns + drop redundant except class

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fix(sonar): S3516/S3776 — assess dispatcher + probes exit code; S5713 redundant JSONDecodeError

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fix(profiles): validate RoleProfile knob types, normalise operator profile names

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fix(profiles): typed knob validation; case-insensitive operator profiles (Qodo #2, #3)

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fix(assess): --probes sends the gateway role alias for cortex; catch AttributeError on malformed-but-200 probe bodies

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fix(assess): cortex probe uses the role alias via the gateway; probes never raise on malformed 200s (Qodo #1, #4)

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fix(sonar): dedupe "str or None" literal, join split f-string in schema.py
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fix(sonar): S1192 shared expected-type constant; S5799 explicit single f-string

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