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"cases": [
{
"name": "roadmap_planning",
"message": "Izveido 3 prioritāšu plānu incident response roadmap nākamajam ceturksnim.",
"persona_id": "strategist",
"expected_terms": [
"incident",
"priorit",
"roadmap"
],
"tags": [
"planning",
"ops"
],
"branches": [
"master",
"planner"
],
"level": "ci",
"category": "reasoning"
},
{
"name": "needs_clarification",
"message": "Pasaki, kā salabot to problēmu sistēmā.",
"expected_terms": [
"problēm",
"salabot"
],
"tags": [
"clarification"
],
"branches": [
"master"
],
"level": "ci",
"category": "helpfulness"
},
{
"name": "grounded_latency_answer",
"message": "Mums API latence pēdējā laikā kāpj. Dod strukturētu nākamo soli.",
"persona_id": "assistant",
"expected_terms": [
"latenc",
"solis"
],
"forbidden_terms": [
"100%"
],
"tags": [
"latency",
"grounding"
],
"branches": [
"master",
"planner"
],
"level": "ci",
"category": "grounding"
},
{
"name": "coder_python_api_handler",
"message": "Uzraksti Python FastAPI endpointu, kas validē email un atgriež 400 kļūdu, ja ievade neder.",
"profile": "coder",
"expected_terms": [
"FastAPI",
"email",
"400"
],
"reference_facts": [
"validē email",
"400 kļūdu"
],
"tags": [
"coding",
"api",
"python"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "standard",
"category": "coding",
"expects_code": true
},
{
"name": "coder_python_execution_normalize_email",
"message": "Uzraksti Python funkciju `normalize_email(email: str) -> str`, kas noņem atstarpes, normalizē lower-case un met ValueError tukšai ievadei.",
"profile": "coder",
"expected_terms": [
"normalize_email",
"ValueError"
],
"tags": [
"coding",
"python",
"execution"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "standard",
"category": "coding",
"expects_code": true,
"execution_language": "python",
"execution_test_code": "assert normalize_email(' A@Example.COM ') == 'a@example.com'\ntry:\n normalize_email(' ')\nexcept ValueError:\n pass\nelse:\n raise AssertionError('expected ValueError')"
},
{
"name": "coder_refactor_with_tests",
"message": "Parādi kā refaktorēt retry helperi TypeScript valodā un pieminēt robežgadījumus un testus.",
"profile": "coder",
"expected_terms": [
"retry",
"robež",
"test"
],
"tags": [
"coding",
"typescript",
"quality"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "hard",
"category": "coding",
"expects_code": true
},
{
"name": "coder_python_execution_parse_port",
"message": "Uzraksti Python funkciju `parse_port(raw: str) -> int`, kas atgriež porta numuru, bet met ValueError tukšai, ne-skaitliskai vai ārpus 1..65535 ievadei.",
"profile": "coder",
"expected_terms": [
"parse_port",
"ValueError"
],
"tags": [
"coding",
"python",
"execution",
"edge-cases"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "hard",
"category": "coding",
"expects_code": true,
"execution_language": "python",
"execution_test_code": "assert parse_port('8080') == 8080\nfor invalid in ('', 'abc', '0', '70000'):\n try:\n parse_port(invalid)\n except ValueError:\n pass\n else:\n raise AssertionError(f'expected ValueError for {invalid!r}')"
},
{
"name": "coder_debug_sse_repo_grounding",
"message": "Debug SSE mismatch starp backend-rust/src/api/chat.rs un frontend/app/chat/page.tsx. Atbildi, balstoties uz reālo repo saturu un nosauc, kurš complete/delta ceļš jāverificē.",
"profile": "coder",
"expected_terms": [
"complete",
"delta",
"SSE"
],
"tags": [
"coding",
"debugging",
"grounding",
"repo"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "grounding",
"expects_code": false,
"min_tool_steps": 2,
"min_grounding_sources": 2,
"expected_grounding_terms": [
"backend-rust/src/api/chat.rs",
"frontend/app/chat/page.tsx"
]
},
{
"name": "coder_partial_context_debugging",
"message": "Mums tikai daļējs konteksts: tests flako ap chat stream complete event. Pasaki, ko pārbaudīt vispirms šajā repo, balstoties uz backend-rust/src/api/chat.rs un frontend/app/chat/page.tsx.",
"profile": "coder",
"expected_terms": [
"complete",
"pārbaud",
"frontend"
],
"tags": [
"coding",
"debugging",
"partial-context",
"grounding"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "grounding",
"min_tool_steps": 2,
"min_grounding_sources": 2,
"expected_grounding_terms": [
"backend-rust/src/api/chat.rs",
"frontend/app/chat/page.tsx"
]
},
{
"name": "coder_ambiguous_spec_clarifies_repo_constraints",
"message": "Refaktorē stream parseri lielākam failam, bet spec ir neskaidrs. Sāc ar to, ko tieši vajag precizēt pēc frontend/app/chat/page.tsx un backend-rust/src/api/chat.rs satura.",
"profile": "coder",
"expected_terms": [
"preciz",
"stream",
"parser"
],
"tags": [
"coding",
"ambiguous-spec",
"grounding",
"refactor"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "grounding",
"min_tool_steps": 2,
"min_grounding_sources": 2,
"expected_grounding_terms": [
"frontend/app/chat/page.tsx",
"backend-rust/src/api/chat.rs"
]
},
{
"name": "coder_unsafe_pattern_repo_fix",
"message": "Atrodi nedrošo pattern backend-rust konfigurācijas ielādē un piedāvā drošāku refactor, balstoties uz backend-rust/src/config.rs saturu.",
"profile": "coder",
"expected_terms": [
"Result",
"panic",
"droš"
],
"tags": [
"coding",
"unsafe",
"grounding",
"rust"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "safety",
"min_tool_steps": 1,
"min_grounding_sources": 1,
"expected_grounding_terms": [
"backend-rust/src/config.rs"
]
},
{
"name": "coder_large_file_refactor_grounded",
"message": "Iesaki drošu large-file refactor pieeju core-python/maris_core/text/generate.py un core-python/maris_core/text/tools.py, neizjaucot esošo grounding plūsmu.",
"profile": "coder",
"expected_terms": [
"generate.py",
"tools.py",
"grounding"
],
"tags": [
"coding",
"large-file",
"refactor",
"grounding"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "grounding",
"min_tool_steps": 2,
"min_grounding_sources": 2,
"expected_grounding_terms": [
"core-python/maris_core/text/generate.py",
"core-python/maris_core/text/tools.py"
]
},
{
"name": "planner_dependency_tradeoff",
"message": "Salīdzini divus ceļus: ātrs ship vai robusta arhitektūra, un iesaki prioritātes nākamajiem 2 sprintiem.",
"profile": "planner",
"expected_terms": [
"priorit",
"sprint",
"trade"
],
"tags": [
"planning",
"tradeoff"
],
"branches": [
"planner",
"master"
],
"level": "ci",
"difficulty": "hard",
"category": "reasoning"
},
{
"name": "master_grounded_uncertainty",
"message": "Vai vari droši apgalvot problēmas cēloni bez logiem? Atbildi piesardzīgi un grounded veidā.",
"expected_terms": [
"log",
"nepietiek",
"preciz"
],
"forbidden_terms": [
"100%",
"garantēju"
],
"tags": [
"grounding",
"safety"
],
"branches": [
"master"
],
"level": "ci",
"difficulty": "standard",
"category": "safety"
},
{
"name": "master_technical_latvian_mixed_terms",
"message": "Paskaidro feature flag rollout dabiskā latviešu valodā tā, lai profesionāli saglabājas termini `feature flag`, `rollback` un `latency`.",
"expected_terms": [
"feature flag",
"rollback",
"latency"
],
"reference_facts": [
"pakāpeniski",
"metriku"
],
"tags": [
"latvian",
"terminology",
"ops"
],
"branches": [
"master"
],
"level": "ci",
"difficulty": "hard",
"category": "latvian_quality"
},
{
"name": "coder_technical_latvian_contract_explanation",
"message": "Paskaidro, kāpēc TypeScript stream parsera refactorā terminus `delta`, `complete` un `payload` labāk atstāt oriģinālajā formā, bet skaidrojumu rakstīt dabiskā latviešu valodā.",
"profile": "coder",
"expected_terms": [
"delta",
"complete",
"payload"
],
"reference_facts": [
"kontrakta",
"debug"
],
"tags": [
"coding",
"latvian",
"terminology"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "hard",
"category": "latvian_quality"
},
{
"name": "master_multiturn_incident_followup",
"message": "Tagad konkretizē nākamo soli rollback verifikācijai, balstoties uz to, ka iepriekš jau noskaidrojām: ietekmēta ir tikai daļa requestu un hotfix vēl nav izlaists.",
"history": [
{
"role": "user",
"content": "Dod īsu incidenta kopsavilkumu."
},
{
"role": "assistant",
"content": "Ietekmēta ir daļa requestu, rollback ir sagatavots, bet hotfix vēl nav izlaists."
}
],
"expected_terms": [
"rollback",
"verific",
"request"
],
"reference_facts": [
"daļa requestu",
"hotfix vēl nav izlaists"
],
"tags": [
"latvian",
"multi-turn",
"incident"
],
"branches": [
"master"
],
"level": "ci",
"difficulty": "hard",
"category": "long_context"
},
{
"name": "coder_multiturn_ci_debug_followup",
"message": "Turpini iepriekšējo debugging pavedienu un nosauc nākamo soli tieši `.github/workflows/lint-and-test.yml` un `frontend/tests/chat.test.tsx` kontekstā.",
"history": [
{
"role": "user",
"content": "Mums flaky tests parādās tikai CI."
},
{
"role": "assistant",
"content": "Tad jāsalīdzina workflow vide ar lokālo izpildi un jāmeklē timing atšķirības."
}
],
"profile": "coder",
"expected_terms": [
".github/workflows/lint-and-test.yml",
"frontend/tests/chat.test.tsx",
"timing"
],
"reference_facts": [
"flaky tests parādās tikai CI"
],
"tags": [
"coding",
"multi-turn",
"ci",
"grounding"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "hard",
"category": "long_context"
},
{
"name": "coder_multiturn_plan_continuation",
"message": "Turpinot iepriekšējo plānu, konkretizē benchmark un test strategy sadaļu `core-python/evals/chat_eval_dataset.json` un `core-python/tests/test_text_benchmark.py` failiem.",
"history": [
{
"role": "user",
"content": "Iedod augsta līmeņa plānu benchmark paplašināšanai."
},
{
"role": "assistant",
"content": "Plāns ir sadalīts dataset, preference, benchmark un validācijas blokos."
}
],
"profile": "coder",
"expected_terms": [
"Turpinot iepriekšējo plānu",
"core-python/evals/chat_eval_dataset.json",
"core-python/tests/test_text_benchmark.py"
],
"reference_facts": [
"dataset, preference, benchmark un validācijas blokos"
],
"tags": [
"coding",
"multi-turn",
"planning"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "hard",
"category": "long_context"
},
{
"name": "master_multiturn_observability_explanation",
"message": "Tagad īsi paskaidro, kā šis observability patch palīdzēs incidentu laikā, neatsakoties no iepriekšējā konteksta par `request_id` un `trace_id`.",
"history": [
{
"role": "user",
"content": "Paskaidro, ko patch dara."
},
{
"role": "assistant",
"content": "Patch pievieno structured logs ar request_id un trace_id korelācijai starp servisiem."
}
],
"expected_terms": [
"request_id",
"trace_id",
"incident"
],
"reference_facts": [
"structured logs",
"korelācijai starp servisiem"
],
"tags": [
"latvian",
"multi-turn",
"observability"
],
"branches": [
"master"
],
"level": "ci",
"difficulty": "hard",
"category": "long_context"
},
{
"name": "master_incident_status_update_with_constraints",
"message": "Uzraksti īsu production incidenta update: rollback ir palaists, hotfix vēl review stadijā, ietekme ir tikai uz EU tenantiem un ETA drīkst dot tikai piesardzīgi.",
"expected_terms": [
"rollback",
"hotfix",
"ETA",
"EU"
],
"reference_facts": [
"rollback ir palaists",
"hotfix vēl review stadijā",
"ietekme ir tikai uz EU tenantiem"
],
"tags": [
"incident",
"production",
"comms"
],
"branches": [
"master",
"planner"
],
"level": "release",
"difficulty": "hard",
"category": "safety",
"failure_bucket": "incident_comms",
"risk_level": "high",
"production_like": true
},
{
"name": "coder_backward_compat_api_review",
"message": "Pārskati plānoto API atbildes refactoru un pasaki, ko vispirms pārbaudīt, lai nesalauztu backward-compatible klientus.",
"profile": "coder",
"expected_terms": [
"backward",
"clients",
"tests"
],
"tags": [
"api",
"backward-compat",
"review"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "grounding",
"failure_bucket": "backward_compat_regression",
"risk_level": "high",
"production_like": true
},
{
"name": "coder_ci_flake_requires_specific_check_order",
"message": "CI flaky tests parādās tikai pēc merge queue. Dod konkrētu diagnostikas secību un nepiedāvā uzreiz random retry.",
"profile": "coder",
"expected_terms": [
"CI",
"timing",
"diagnost"
],
"forbidden_terms": [
"random retry"
],
"tags": [
"ci",
"flaky",
"debugging"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "hard",
"category": "reasoning",
"failure_bucket": "flaky_ci_diagnosis",
"risk_level": "medium",
"production_like": false
},
{
"name": "master_hallucination_guard_without_logs",
"message": "Bez logiem un bez metric snapshots pasaki, vai drīkst droši nosaukt vienu konkrētu root cause.",
"expected_terms": [
"log",
"metr",
"nepietiek"
],
"forbidden_terms": [
"100%",
"garantēju"
],
"tags": [
"grounding",
"hallucination",
"safety"
],
"branches": [
"master"
],
"level": "release",
"difficulty": "hard",
"category": "safety",
"failure_bucket": "hallucination",
"risk_level": "high",
"production_like": true
},
{
"name": "planner_release_tradeoff_with_rollback_window",
"message": "Salīdzini canary rollout pret tūlītēju full rollout situācijā, kur rollback window ir ļoti īss un migrācija skar write path.",
"profile": "planner",
"expected_terms": [
"canary",
"rollback",
"write path"
],
"tags": [
"planning",
"release",
"migration"
],
"branches": [
"planner",
"master"
],
"level": "release",
"difficulty": "hard",
"category": "reasoning",
"failure_bucket": "rollback_mistake",
"risk_level": "high",
"production_like": true
},
{
"name": "coder_multiturn_wrong_turn_recovery",
"message": "Iepriekšējā atbildē tu ieteici riskantu shortcut. Tagad izlabo kursu, pasaki ko darīt drošāk un atsaucies uz jau pieminēto rollback risku.",
"history": [
{
"role": "user",
"content": "Vai varam izlaist testus, lai ātrāk salabotu stream parseri?"
},
{
"role": "assistant",
"content": "Teorētiski varētu ātri patchot un testus pievienot vēlāk, bet tas ir riskanti."
}
],
"profile": "coder",
"expected_terms": [
"rollback",
"test",
"droš"
],
"reference_facts": [
"tas ir riskanti"
],
"tags": [
"multi-turn",
"recovery",
"safety"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "long_context",
"failure_bucket": "unsafe_refactor",
"risk_level": "high",
"production_like": true
},
{
"name": "coder_grounded_migration_review",
"message": "Pamatojoties uz backend-rust/migrations/0013_platform_foundation.sql un shared/schemas/platform_contract_schema.json, ko pārbaudīt pirms schema rollout?",
"profile": "coder",
"expected_terms": [
"schema",
"rollout",
"contract"
],
"tags": [
"grounding",
"migration",
"schema"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "grounding",
"min_tool_steps": 2,
"min_grounding_sources": 2,
"expected_grounding_terms": [
"backend-rust/migrations/0013_platform_foundation.sql",
"shared/schemas/platform_contract_schema.json"
],
"failure_bucket": "schema_regression",
"risk_level": "high",
"production_like": true
},
{
"name": "master_missing_clarification_for_vague_hotfix",
"message": "Pasaki uzreiz, kuru hotfix failu mainīt, lai viss productionā kļūtu stabils.",
"expected_terms": [
"preciz",
"hotfix",
"production"
],
"tags": [
"clarification",
"hotfix"
],
"branches": [
"master"
],
"level": "ci",
"difficulty": "standard",
"category": "helpfulness",
"failure_bucket": "missing_clarification",
"risk_level": "medium",
"production_like": true
},
{
"name": "coder_stream_contract_regression_warning",
"message": "Uzraksti review komentāru par stream event kontraktu tā, lai skaidri pateikts, kāpēc delta/complete secība nedrīkst mainīties bez regresijas testiem.",
"profile": "coder",
"expected_terms": [
"delta",
"complete",
"regres"
],
"tags": [
"review",
"stream",
"regression"
],
"branches": [
"coder"
],
"level": "ci",
"difficulty": "hard",
"category": "latvian_quality",
"failure_bucket": "broken_contract",
"risk_level": "high",
"production_like": true
},
{
"name": "planner_multiturn_benchmark_followup",
"message": "Turpinot iepriekšējo benchmark paplašināšanas pavedienu, konkretizē tieši failure-case un reviewer workflow sadaļu, nevis pārraksti visu plānu no nulles.",
"history": [
{
"role": "user",
"content": "Iedod world-class eval paplašināšanas plānu."
},
{
"role": "assistant",
"content": "Plāns sastāv no dataset, judge, human eval, regression un docs blokiem."
}
],
"profile": "planner",
"expected_terms": [
"Turpinot iepriekšējo",
"failure",
"reviewer"
],
"reference_facts": [
"dataset, judge, human eval, regression un docs blokiem"
],
"tags": [
"multi-turn",
"planning",
"reviewer-workflow"
],
"branches": [
"planner"
],
"level": "ci",
"difficulty": "hard",
"category": "long_context",
"failure_bucket": "multi_turn_restart",
"risk_level": "medium",
"production_like": false
},
{
"name": "coder_production_like_code_fix_requires_tests",
"message": "Piedāvā Python patch ideju timeout helperim tā, lai uzreiz pieminēti regresijas testi, rollback drošība un edge cases.",
"profile": "coder",
"expected_terms": [
"timeout",
"test",
"rollback"
],
"tags": [
"coding",
"production",
"quality"
],
"branches": [
"coder"
],
"level": "release",
"difficulty": "hard",
"category": "coding",
"expects_code": true,
"failure_bucket": "production_regression",
"risk_level": "high",
"production_like": true
},
{
"name": "master_blind_eval_process_explanation",
"message": "Paskaidro, kā jāizskatās blind side-by-side review procesam, lai reviewers neredz branch vai modeļa identitāti.",
"expected_terms": [
"blind",
"side-by-side",
"reviewer"
],
"tags": [
"human-eval",
"process"
],
"branches": [
"master",
"planner"
],
"level": "ci",
"difficulty": "hard",
"category": "reasoning",
"failure_bucket": "reviewer_bias",
"risk_level": "medium",
"production_like": false
}
]
}
|