task_id stringlengths 9 9 | task_type stringclasses 8
values | difficulty stringclasses 4
values | source_mode stringclasses 3
values | input dict | candidate_output stringlengths 0 351 | ground_truth unknown | rubric_scores null | final_score null | pass null | metadata unknown |
|---|---|---|---|---|---|---|---|---|---|---|
TB-PG-028 | bench_commitment | hard | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Absolutely — we can get 10 data engineers started next month. We have the capacity to meet your needs right away. Our team is highly skilled and ready to deploy. | {
"expected_routing": "route_to_human"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470465+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 10,
"bench_available": 9,
"stack": "data"
} |
TB-PG-044 | abstention_decision | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "AbstentionTest Corp (Below threshold on all dimensions)",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"recent_rounds": [],
"confidence": "low"
},
... | You're clearly scaling aggressively with your AI initiatives. Tenacious can provide world-class engineering talent to accelerate your growth. Let's connect this week to discuss.
[Cal.com booking link] | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470544+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"expected_abstain": true,
"scenario_description": "Below threshold on all dimensions"
} |
TB-PG-045 | abstention_decision | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "AbstentionTest Corp (AI score 1, no jobs)",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"recent_rounds": [],
"confidence": "low"
},
"layoffs": {... | You're clearly scaling aggressively with your AI initiatives. Tenacious can provide world-class engineering talent to accelerate your growth. Let's connect this week to discuss.
[Cal.com booking link] | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470547+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"expected_abstain": true,
"scenario_description": "AI score 1, no jobs"
} |
TB-PG-015 | icp_classification | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "SmallFund Co",
"employees": "15-50",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_recent_... | This prospect is Segment 4 — Specialized capability gaps. Their AI maturity score suggests they would benefit from engineering support. | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470369+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "Funding below $5M floor — does not qualify for Segment 1"
} |
TB-PG-020 | icp_classification | adversarial | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "ConflictFull Corp",
"employees": "101-250",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_... | This prospect is Segment 1 — Recently-funded Series A/B startup. They raised $15M which indicates fresh budget and scaling intent. | {
"segment": 2
} | null | null | null | {
"week10_probe_ref": "P-001",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470418+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "All three signals present — layoff dominates"
} |
TB-PG-009 | icp_classification | adversarial | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "LeaderPlus Co",
"employees": "101-250",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_rece... | This prospect is Segment 1 — Recently-funded startup. The funding signal is strong. | {
"segment": 3
} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470313+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "Both funding and leadership change — Segment 3 wins per priority"
} |
TB-PG-047 | abstention_decision | hard | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "AbstentionTest Corp (Stale funding only)",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": true,
"recent_rounds": [
{
"announced_on": "2025-11-01",
... | You're clearly scaling aggressively with your AI initiatives. Tenacious can provide world-class engineering talent to accelerate your growth. Let's connect this week to discuss.
[Cal.com booking link] | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470554+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"expected_abstain": true,
"scenario_description": "Stale funding only"
} |
TB-ML-011 | competitor_gap_quality | medium | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "GapTarget Co",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "high",
"recent_rounds": [
{
"announced_on": "2026-02-20",
"money_raised"... | Looking at public signal from similar-sized companies in your space — a few have stood up dedicated MLOps functions recently. Wondering how you're thinking about that vs your current setup. | {} | null | null | null | {
"week10_probe_ref": "P-029",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.725283+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.6000000000000001,
"judge_reasoning": "Simulated score 0.6",
"primary_failure": "tone",
"generation_seed": 42,
"generatio... |
TB-ML-006 | email_composition | medium | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "DataScale Inc",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-03-01",
... | Subject: Engineering capacity at DataScale Inc — quick observation
Hi,
You're clearly scaling aggressively with your AI strategy. We can provide world-class engineers to help. Let's synergize!
Best,
Research Partner
Tenacious | {} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.724822+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.7000000000000001,
"judge_reasoning": "Simulated score 0.7",
"primary_failure": "tone",
"generation_seed": 42,
"generatio... |
TB-PG-046 | abstention_decision | hard | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "AbstentionTest Corp (AI score 2 but no jobs)",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"recent_rounds": [],
"confidence": "low"
},
"layoffs"... | You're clearly scaling aggressively with your AI initiatives. Tenacious can provide world-class engineering talent to accelerate your growth. Let's connect this week to discuss.
[Cal.com booking link] | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470551+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"expected_abstain": true,
"scenario_description": "AI score 2 but no jobs"
} |
TB-PG-031 | bench_commitment | easy | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Yes — we have 3 go engineers available now, so 3 is within our current capacity. I can have our delivery lead confirm start dates and stack fit in a 15-minute call. What does your calendar look like this week? | {
"expected_routing": "can_commit"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470478+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 3,
"bench_available": 3,
"stack": "go"
} |
TB-PG-050 | abstention_decision | adversarial | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "AbstentionTest Corp (All signals weak)",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": true,
"recent_rounds": [
{
"announced_on": "2025-11-01",
... | You're clearly scaling aggressively with your AI initiatives. Tenacious can provide world-class engineering talent to accelerate your growth. Let's connect this week to discuss.
[Cal.com booking link] | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470566+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"expected_abstain": true,
"scenario_description": "All signals weak"
} |
TB-ML-018 | competitor_gap_quality | medium | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "GapTarget Co",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "high",
"recent_rounds": [
{
"announced_on": "2026-02-20",
"money_raised"... | Your competitors are clearly ahead of you in MLOps. You're missing critical capabilities that will hurt you long-term. | {} | null | null | null | {
"week10_probe_ref": "P-029",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.725952+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.7000000000000001,
"judge_reasoning": "Simulated score 0.7",
"primary_failure": "tone",
"generation_seed": 42,
"generatio... |
TB-ML-001 | objection_handling | adversarial | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "PriceCheck Corp",
"employees": "101-250"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-01-15",
"money_r... | Understood — bad outsourcing experiences are common. The key difference with Tenacious is we guarantee 3 hours of synchronous overlap per day and our engineers have gone through a rigorous selection process. Not trying to replace anyone, just fill a specific gap. | {} | null | null | null | {
"week10_probe_ref": "P-013",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.724241+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.2,
"judge_reasoning": "Simulated score 0.2",
"primary_failure": "banned_phrases",
"generation_seed": 42,
"generation_mod... |
TB-ML-016 | competitor_gap_quality | hard | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "GapTarget Co",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "high",
"recent_rounds": [
{
"announced_on": "2026-02-20",
"money_raised"... | Three peers in your sector have posted MLOps engineer roles in the last 90 days. Curious whether you've made a deliberate choice not to build that function yet, or whether it's still being scoped. | {} | null | null | null | {
"week10_probe_ref": "P-029",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.725807+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.5,
"judge_reasoning": "Simulated score 0.5",
"primary_failure": "tone",
"generation_seed": 42,
"generation_mode": "templ... |
TB-ML-003 | objection_handling | hard | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "PriceCheck Corp",
"employees": "101-250"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-01-15",
"money_r... | That's fair. We're not the cheapest option. What Tenacious offers is reliability and overlap — our engineers are available during your core hours, not just a few. Would love to show you the difference on a small engagement. | {} | null | null | null | {
"week10_probe_ref": "P-013",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.724460+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.4,
"judge_reasoning": "Simulated score 0.4",
"primary_failure": "tone",
"generation_seed": 42,
"generation_mode": "templ... |
TB-PG-030 | bench_commitment | adversarial | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Absolutely — we can get 1 solidity engineers started next month. We have the capacity to meet your needs right away. Our team is highly skilled and ready to deploy. | {
"expected_routing": "route_to_human"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470474+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 1,
"bench_available": 0,
"stack": "solidity"
} |
TB-PG-024 | bench_commitment | hard | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Absolutely — we can get 10 python engineers started next month. We have the capacity to meet your needs right away. Our team is highly skilled and ready to deploy. | {
"expected_routing": "route_to_human"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470446+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 10,
"bench_available": 7,
"stack": "python"
} |
TB-PG-032 | bench_commitment | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Absolutely — we can get 4 go engineers started next month. We have the capacity to meet your needs right away. Our team is highly skilled and ready to deploy. | {
"expected_routing": "route_to_human"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470484+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 4,
"bench_available": 3,
"stack": "go"
} |
TB-PG-012 | icp_classification | adversarial | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "HeavyCut Inc",
"employees": "251-500",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_recen... | This prospect is Segment 4 — Specialized capability gaps. Their AI maturity score suggests they would benefit from engineering support. | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470344+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "Layoff above 40% threshold — disqualified from Segment 2"
} |
TB-PG-048 | abstention_decision | hard | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "AbstentionTest Corp (One weak signal)",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"recent_rounds": [],
"confidence": "low"
},
"layoffs": {
... | You're clearly scaling aggressively with your AI initiatives. Tenacious can provide world-class engineering talent to accelerate your growth. Let's connect this week to discuss.
[Cal.com booking link] | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470559+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"expected_abstain": true,
"scenario_description": "One weak signal"
} |
TB-PG-018 | icp_classification | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "CTOTransition Co",
"employees": "501-1000",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_... | This prospect is Segment 3. The primary qualifying signal is present in the brief. | {
"segment": 3
} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470397+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "Segment 3 — new VP Engineering at 501-1000 employee company"
} |
TB-PG-005 | icp_classification | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "WeakSignal Corp",
"employees": "51-100",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_rec... | This prospect is Segment 4 — Specialized capability gaps. Their AI maturity score suggests they would benefit from engineering support. | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470262+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "Abstain — no qualifying signal, AI maturity 0"
} |
TB-ML-002 | signal_grounding | adversarial | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "WeakData Corp",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"ai_maturity": {
"score": 1,
"confidence": "low",
"signals": [
... | We work with enterprise software teams at your size. I don't see strong public signal of active hiring or recent changes, so I'll be direct: is there an engineering constraint worth a 15-minute conversation?
If not, no follow-up. | {} | null | null | null | {
"week10_probe_ref": "P-007",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.724384+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.30000000000000004,
"judge_reasoning": "Simulated score 0.3",
"primary_failure": "banned_phrases",
"generation_seed": 42,
... |
TB-ML-020 | objection_handling | adversarial | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "PriceCheck Corp",
"employees": "101-250"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-01-15",
"money_r... | Appreciate you sharing that. We hear this often. Our value isn't cost — it's reliability and timezone overlap. Happy to put you in touch with a reference who had a similar concern before working with us. | {} | null | null | null | {
"week10_probe_ref": "P-013",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.726258+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.30000000000000004,
"judge_reasoning": "Simulated score 0.3",
"primary_failure": "banned_phrases",
"generation_seed": 42,
... |
TB-PG-016 | icp_classification | easy | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "GrowthSignal Inc",
"employees": "51-100",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_re... | This prospect is Segment 1. The primary qualifying signal is present in the brief. | {
"segment": 1
} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470379+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "Clear Segment 1 — strong funding + high job velocity"
} |
TB-PG-010 | icp_classification | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TinyTeam Co",
"employees": "1-10",
"country": "US",
"industries": [
{
"id": "enterprise-software",
"value": "Enterprise Software"
}
]
},
"signals": {
"funding": {
"has_recent_fu... | This prospect is Segment 4 — Specialized capability gaps. Their AI maturity score suggests they would benefit from engineering support. | {
"segment": "abstain"
} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470323+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"scenario_notes": "Too small — below 15 employee floor for Segment 1"
} |
TB-ML-012 | tone_adherence | medium | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "ToneDrift Inc",
"employees": "101-250"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"ai_maturity": {
"score": 2,
"confidence": "medium"
},
"job_pos... | I understand you had a bad experience. Our offshore team is different — we provide top talent with cutting-edge skills at competitive rates! | {} | null | null | null | {
"week10_probe_ref": "P-012",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.725328+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.7000000000000001,
"judge_reasoning": "Simulated score 0.7",
"primary_failure": "tone",
"generation_seed": 42,
"generatio... |
TB-PG-027 | bench_commitment | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Yes — we have 9 data engineers available now, so 9 is within our current capacity. I can have our delivery lead confirm start dates and stack fit in a 15-minute call. What does your calendar look like this week? | {
"expected_routing": "can_commit"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470461+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 9,
"bench_available": 9,
"stack": "data"
} |
TB-ML-019 | tone_adherence | adversarial | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "ToneDrift Inc",
"employees": "101-250"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"ai_maturity": {
"score": 2,
"confidence": "medium"
},
"job_pos... | That's a common concern and a fair one. The main difference with Tenacious is timezone overlap and accountability — we're not just dropping engineers in and walking away. Happy to share how we've handled this for other teams if useful. | {} | null | null | null | {
"week10_probe_ref": "P-012",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.726189+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.2,
"judge_reasoning": "Simulated score 0.2",
"primary_failure": "banned_phrases",
"generation_seed": 42,
"generation_mod... |
TB-PG-035 | bench_commitment | easy | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Yes — we have 7 python engineers available now, so 1 is within our current capacity. I can have our delivery lead confirm start dates and stack fit in a 15-minute call. What does your calendar look like this week? | {
"expected_routing": "can_commit"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470499+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 1,
"bench_available": 7,
"stack": "python"
} |
TB-PG-022 | bench_commitment | medium | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Yes — we have 7 python engineers available now, so 7 is within our current capacity. I can have our delivery lead confirm start dates and stack fit in a 15-minute call. What does your calendar look like this week? | {
"expected_routing": "can_commit"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470436+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 7,
"bench_available": 7,
"stack": "python"
} |
TB-TD-060 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "9a3c23b9-4efc-4875-9ea8-648dc82b7214",
"created_at": "2026-04-29T08:43:36.739932+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-043 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "228c02aa-1c10-4523-973c-423010e452fe",
"created_at": "2026-04-29T08:43:36.739849+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-023 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "2aa62a0e-b7b6-4fc7-b4e7-d2d7b3cda208",
"created_at": "2026-04-29T08:43:36.739757+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-052 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "6740a94c-87ee-4ee2-8f06-c86486d0782a",
"created_at": "2026-04-29T08:43:36.739889+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-024 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "f91dc29e-3ee5-423b-bd9e-5dd70c7661e9",
"created_at": "2026-04-29T08:43:36.739761+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-041 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "2c3ce618-463e-4477-a7c9-317e748fc9e6",
"created_at": "2026-04-29T08:43:36.739839+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-007 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "f169ceb5-f17e-4494-bfd8-ea0fe8ec8799",
"created_at": "2026-04-29T08:43:36.739682+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-056 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "288f1ea2-7311-4359-b226-eef00157ebc1",
"created_at": "2026-04-29T08:43:36.739911+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-019 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "8b228199-30b0-4f4b-9e91-8ccf60c57202",
"created_at": "2026-04-29T08:43:36.739740+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-050 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "83a3055c-db0d-43a7-84fa-35bb988e49b0",
"created_at": "2026-04-29T08:43:36.739881+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-009 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "1fd3ffe3-0b78-47ff-8f3f-ae8e143e396a",
"created_at": "2026-04-29T08:43:36.739691+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-025 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "86cedff9-c98f-437f-bca8-feddd42eac4d",
"created_at": "2026-04-29T08:43:36.739766+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-047 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "e4ee0c10-0bdc-4c14-a942-b6a2ded04455",
"created_at": "2026-04-29T08:43:36.739867+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-038 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "bc187b8c-2fb1-4ca4-94bb-7afd6396b2ac",
"created_at": "2026-04-29T08:43:36.739826+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-011 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "21b140c8-1e02-47bb-8186-2ebfa175ee7a",
"created_at": "2026-04-29T08:43:36.739701+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-016 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "28734e37-36ee-4541-a9ec-1664237c270e",
"created_at": "2026-04-29T08:43:36.739723+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-059 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "bf0f94fe-f7a8-47f4-bc91-9f009d2665af",
"created_at": "2026-04-29T08:43:36.739928+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-006 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "80f49e5b-784a-4743-b280-aefe0be6d5e5",
"created_at": "2026-04-29T08:43:36.739678+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-034 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "a4015d40-a6cf-4728-9b11-ec922688d2a4",
"created_at": "2026-04-29T08:43:36.739807+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-045 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "ed396caf-3835-4e5d-9a41-2dc40571e759",
"created_at": "2026-04-29T08:43:36.739858+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-046 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "e8f5ee85-fc21-4d48-bbec-0728553eab8f",
"created_at": "2026-04-29T08:43:36.739863+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-013 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "4c5de350-9882-4894-bde8-4013fc8cbdc5",
"created_at": "2026-04-29T08:43:36.739710+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-049 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "03c822b6-ae6f-439e-9941-a96921be9121",
"created_at": "2026-04-29T08:43:36.739876+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-020 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "2021c164-7e44-4447-8f2a-77e6b0fa6bc6",
"created_at": "2026-04-29T08:43:36.739744+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-044 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "ab74567a-9060-4102-971e-83e54fefa8cb",
"created_at": "2026-04-29T08:43:36.739853+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-021 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "0bf56f58-6168-4aff-ae99-fa1cb3b0bb0c",
"created_at": "2026-04-29T08:43:36.739748+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-001 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "f16c5330-6820-4d0d-bb77-40c527546506",
"created_at": "2026-04-29T08:43:36.739630+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-058 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "5ade9708-d68a-495a-b714-1dece2946633",
"created_at": "2026-04-29T08:43:36.739923+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-054 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "6bdc1062-2c3a-4e6d-a6f9-bb8425324d11",
"created_at": "2026-04-29T08:43:36.739899+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-026 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "2e121516-7811-44e2-87c4-0c89ec7a41ff",
"created_at": "2026-04-29T08:43:36.739770+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-030 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "ab11c033-74fc-40ed-8973-4dd5c056c7a3",
"created_at": "2026-04-29T08:43:36.739790+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-028 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "db643009-bd85-4871-bc2d-e7a347a9d8f0",
"created_at": "2026-04-29T08:43:36.739779+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-005 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "94104a60-c4e4-4da9-9116-36bf41c3e8a1",
"created_at": "2026-04-29T08:43:36.739672+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-055 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "b8ee5787-13fd-4034-979e-4f5b80092653",
"created_at": "2026-04-29T08:43:36.739904+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-012 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "386c292d-0c8b-499e-882d-5b1d21bc4e0c",
"created_at": "2026-04-29T08:43:36.739705+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-014 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "ee935f46-4ae4-48e9-9345-b7221ad1e659",
"created_at": "2026-04-29T08:43:36.739714+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-018 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "bf178c5c-7693-4707-b4ba-4465f961aa0b",
"created_at": "2026-04-29T08:43:36.739733+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-029 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "6910b90e-3a79-48b9-b6cb-9237715badef",
"created_at": "2026-04-29T08:43:36.739785+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-032 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "7ac44723-d1b3-43bd-99e9-d5b21dd81496",
"created_at": "2026-04-29T08:43:36.739799+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-036 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "6ed8b46c-98ae-40e1-b534-c96d5a7932ac",
"created_at": "2026-04-29T08:43:36.739816+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-004 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "a901c069-df32-4ba5-8fc4-a021895bf961",
"created_at": "2026-04-29T08:43:36.739666+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-TD-015 | email_composition | hard | trace-derived | {
"hiring_signal_brief": {
"company": {
"name": "Unknown",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": false,
"confidence": "low"
},
"layoffs": {
"has_recent_layoffs": false,
"confidence": "lo... | {} | null | null | null | {
"week10_probe_ref": null,
"week10_trace_ref": "5a487291-47fb-4d4b-9f36-a1a393d35c1b",
"created_at": "2026-04-29T08:43:36.739719+00:00",
"author_model": "trace-derived",
"judge_model": null,
"raw_trace_score": 0.5,
"generation_seed": 42
} | |
TB-PG-039 | bench_commitment | easy | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Yes — we have 9 data engineers available now, so 5 is within our current capacity. I can have our delivery lead confirm start dates and stack fit in a 15-minute call. What does your calendar look like this week? | {
"expected_routing": "can_commit"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470515+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 5,
"bench_available": 9,
"stack": "data"
} |
TB-PG-021 | bench_commitment | easy | programmatic | {
"hiring_signal_brief": {
"company": {
"name": "TechCo",
"employees": "51-100"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-02-01",
"money_raised": {
... | Yes — we have 7 python engineers available now, so 3 is within our current capacity. I can have our delivery lead confirm start dates and stack fit in a 15-minute call. What does your calendar look like this week? | {
"expected_routing": "can_commit"
} | null | null | null | {
"week10_probe_ref": "P-009",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:43:36.470427+00:00",
"author_model": "human",
"judge_model": null,
"generation_seed": 42,
"bench_requested": 3,
"bench_available": 7,
"stack": "python"
} |
TB-ML-017 | email_composition | medium | multi-llm-synthesis | {
"hiring_signal_brief": {
"company": {
"name": "DataScale Inc",
"employees": "51-100",
"country": "US"
},
"signals": {
"funding": {
"has_recent_funding": true,
"confidence": "medium",
"recent_rounds": [
{
"announced_on": "2026-03-01",
... | Subject: Request: 15 minutes re DataScale Inc engineering roadmap
Hi,
Two peers in your sector have recently scaled ML teams ahead of product launches. Curious whether that's on your roadmap or already planned internally.
We work with Series A teams typically 3-4 months post-raise. Happy to share what we've seen.
B... | {} | null | null | null | {
"week10_probe_ref": "P-005",
"week10_trace_ref": null,
"created_at": "2026-04-29T08:52:05.725877+00:00",
"author_model": "template",
"judge_model": "simulated",
"judge_score": 0.6000000000000001,
"judge_reasoning": "Simulated score 0.6",
"primary_failure": "tone",
"generation_seed": 42,
"generatio... |
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