id stringlengths 9 9 | created timestamp[s]date 2026-01-01 00:00:00 2026-01-01 00:00:00 | topic stringclasses 6
values | task_type stringclasses 5
values | difficulty stringclasses 2
values | instruction stringclasses 120
values | input stringclasses 1
value | output unknown | metadata dict | hash stringclasses 120
values |
|---|---|---|---|---|---|---|---|---|---|
demo_0700 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | advanced | Demonstrate eval for Self-grading and automated critique in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 0cb9a5e8d76f6bfd1e0d104cb5af19b52e4f9fae | |
demo_0701 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | advanced | Demonstrate tool_trace for MoE expert routing for code in Rust. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | e7dcb2a63f3bf8de88060e0b2a7a5c6f548c4deb | |
demo_0702 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | advanced | Demonstrate self_grade for Governance, auditability, and safety gates in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 2cd0a884e47168413d32f61dc500ce673c8e8ce6 | |
demo_0703 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | self_grade | advanced | Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 532dd88780c2362d1ef34dea626ff108239e845b | |
demo_0704 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | advanced | Demonstrate agent_loop for Governance, auditability, and safety gates in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | e0062d33ddb8b86d135c9ab3dec2288f862109b1 | |
demo_0705 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | advanced | Demonstrate agent_loop for Governance, auditability, and safety gates in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 66b4ca1544895342a9abd1a6c3586898a0140df4 | |
demo_0706 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | agent_loop | expert | Demonstrate agent_loop for Diff-first patching and SWE-bench style evaluation in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 1ede0fbd7add911639c09c0d992869248542401b | |
demo_0707 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | expert | Demonstrate self_grade for Governance, auditability, and safety gates in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 2cd0a884e47168413d32f61dc500ce673c8e8ce6 | |
demo_0708 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | self_grade | advanced | Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 532dd88780c2362d1ef34dea626ff108239e845b | |
demo_0709 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | advanced | Demonstrate eval for Self-grading and automated critique in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 6ddfb66b8ab85ff28b1c9d587350b2c6c891a905 | |
demo_0710 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | expert | Demonstrate eval for Governance, auditability, and safety gates in TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 00ebe4210e2b4c255de24fd7a88ee68a0837ec64 | |
demo_0711 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | agent_loop | advanced | Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 57884ed4c3d00bb495a4382eb0ea01a961e42e16 | |
demo_0712 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | tool_trace | advanced | Demonstrate tool_trace for Agentic coding systems (plan→edit→test→reflect) in Rust. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 8cd98daa7ed94eceb808aace257ad77a00c093c1 | |
demo_0713 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | agent_loop | advanced | Demonstrate agent_loop for Tool-calling traces and CI integration in TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | f3b404c1695427e8871ad8a5906b0fc4c088966a | |
demo_0714 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | tool_trace | advanced | Demonstrate tool_trace for Diff-first patching and SWE-bench style evaluation in Go. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 844412bf05cbb81a55c5e45e3a96939e61f6efd0 | |
demo_0715 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | tool_trace | advanced | Demonstrate tool_trace for Diff-first patching and SWE-bench style evaluation in Go. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 844412bf05cbb81a55c5e45e3a96939e61f6efd0 | |
demo_0716 | 2026-01-01T00:00:00 | Self-grading and automated critique | self_grade | expert | Demonstrate self_grade for Self-grading and automated critique in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | be168e7e68cd992bda3c031199a780770e3d7833 | |
demo_0717 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | patch_diff | expert | Demonstrate patch_diff for Agentic coding systems (plan→edit→test→reflect) in Go. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | f4a8b6d07ae6c10d7d031fd3e71902189cfbece4 | |
demo_0718 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | tool_trace | expert | Demonstrate tool_trace for Agentic coding systems (plan→edit→test→reflect) in Rust. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 8cd98daa7ed94eceb808aace257ad77a00c093c1 | |
demo_0719 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | expert | Demonstrate patch_diff for Governance, auditability, and safety gates in TypeScript. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 4e706c8a193f8c3c233720689ef537626b4b4d05 | |
demo_0720 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | advanced | Demonstrate patch_diff for Governance, auditability, and safety gates in Rust. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 407f5e4eeddb9a55f35db2f65cf2cc7ffcb2996e | |
demo_0721 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | agent_loop | advanced | Demonstrate agent_loop for Diff-first patching and SWE-bench style evaluation in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 1ede0fbd7add911639c09c0d992869248542401b | |
demo_0722 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | expert | Demonstrate patch_diff for MoE expert routing for code in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | cdab494c7ea40443854dc9e76f81d9692cba5fad | |
demo_0723 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | advanced | Demonstrate self_grade for MoE expert routing for code in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 2f0099d7d55722348ce0b94bc5863892091131f8 | |
demo_0724 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | self_grade | advanced | Demonstrate self_grade for Tool-calling traces and CI integration in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | d867ab5b1b03795a650f259437a08f64961f7a87 | |
demo_0725 | 2026-01-01T00:00:00 | Self-grading and automated critique | patch_diff | expert | Demonstrate patch_diff for Self-grading and automated critique in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | dabe0c58e324c9c8c2bdbfe80d61536a1063518d | |
demo_0726 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | advanced | Demonstrate eval for Tool-calling traces and CI integration in TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 7a36c2ca2b689bcc99d6e92fcc5a9d64f4e84ece | |
demo_0727 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | advanced | Demonstrate eval for MoE expert routing for code in TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 5d8081fa4e2b4d2c429db2955e8f9dd90080d145 | |
demo_0728 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | eval | expert | Demonstrate eval for Diff-first patching and SWE-bench style evaluation in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 8e9b6a48836548d0f9202dc0384ed0d98e123f41 | |
demo_0729 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | agent_loop | advanced | Demonstrate agent_loop for Tool-calling traces and CI integration in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | bfa0ece85ebe9acb845d6bef2bf266c580695c9b | |
demo_0730 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | advanced | Demonstrate tool_trace for Governance, auditability, and safety gates in Python. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | f2b051c203782bf1ac25353b2085f0ee12d6e31e | |
demo_0731 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | self_grade | advanced | Demonstrate self_grade for Tool-calling traces and CI integration in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 01ecda677e27b8918134d21a0d1cd85ef04617f9 | |
demo_0732 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | advanced | Demonstrate agent_loop for Governance, auditability, and safety gates in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | b5dbf5c5ae7587a140ab91a3043227e4c81100fe | |
demo_0733 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | patch_diff | expert | Demonstrate patch_diff for Tool-calling traces and CI integration in TypeScript. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | b70cf5f1b56ffca136b21a28a0f03cb2993dfc03 | |
demo_0734 | 2026-01-01T00:00:00 | Self-grading and automated critique | self_grade | advanced | Demonstrate self_grade for Self-grading and automated critique in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | cf868e52e7b626f6e1445e520642918b3a2a1910 | |
demo_0735 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | expert | Demonstrate eval for Tool-calling traces and CI integration in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 6771342ab90a99fa5a829bbba8c24379d3ed4b2d | |
demo_0736 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | agent_loop | expert | Demonstrate agent_loop for Diff-first patching and SWE-bench style evaluation in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 1ede0fbd7add911639c09c0d992869248542401b | |
demo_0737 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | agent_loop | expert | Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | b7325d57cdc539740421eea3ad320dc75e3a5809 | |
demo_0738 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | advanced | Demonstrate patch_diff for MoE expert routing for code in TypeScript. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | c6a3c7c940db60ab9c0aad92f2280b426d27d44d | |
demo_0739 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | eval | advanced | Demonstrate eval for Agentic coding systems (plan→edit→test→reflect) in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | d165292165be3a4c543c7636d89fefd10b078e7c | |
demo_0740 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | agent_loop | expert | Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 57884ed4c3d00bb495a4382eb0ea01a961e42e16 | |
demo_0741 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | self_grade | expert | Demonstrate self_grade for Diff-first patching and SWE-bench style evaluation in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 52094c608f86848d71b36f8b28490eeab830b40f | |
demo_0742 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | tool_trace | expert | Demonstrate tool_trace for Tool-calling traces and CI integration in Go. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | b1f3c1daa457ede0e06e5e190d15d6e50635238b | |
demo_0743 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | tool_trace | expert | Demonstrate tool_trace for Agentic coding systems (plan→edit→test→reflect) in Python. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 1f8f524e0710190859cc6940196c24af4135327a | |
demo_0744 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | expert | Demonstrate self_grade for Governance, auditability, and safety gates in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | d2ee9ea5723a120aeb73ff995a456cc5d8f41428 | |
demo_0745 | 2026-01-01T00:00:00 | Self-grading and automated critique | self_grade | expert | Demonstrate self_grade for Self-grading and automated critique in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | be168e7e68cd992bda3c031199a780770e3d7833 | |
demo_0746 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | advanced | Demonstrate agent_loop for Governance, auditability, and safety gates in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | e0062d33ddb8b86d135c9ab3dec2288f862109b1 | |
demo_0747 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | tool_trace | advanced | Demonstrate tool_trace for Diff-first patching and SWE-bench style evaluation in Rust. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | b1045ddb05b3c862b41b79b8eba5e07fecfd99b9 | |
demo_0748 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | advanced | Demonstrate agent_loop for Governance, auditability, and safety gates in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | e0062d33ddb8b86d135c9ab3dec2288f862109b1 | |
demo_0749 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | tool_trace | expert | Demonstrate tool_trace for Agentic coding systems (plan→edit→test→reflect) in Python. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 1f8f524e0710190859cc6940196c24af4135327a | |
demo_0750 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | tool_trace | expert | Demonstrate tool_trace for Tool-calling traces and CI integration in Rust. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 256c808b21b4248d2f7c4c8c03d35d40bff23d5c | |
demo_0751 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | self_grade | advanced | Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 0380156739222f10ebd520393e1597c16111cff1 | |
demo_0752 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | tool_trace | advanced | Demonstrate tool_trace for Tool-calling traces and CI integration in Python. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 3901f67d39afc0bfe5397c2c27f8ead5b2b472e7 | |
demo_0753 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | advanced | Demonstrate self_grade for MoE expert routing for code in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 2f0099d7d55722348ce0b94bc5863892091131f8 | |
demo_0754 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | advanced | Demonstrate eval for Tool-calling traces and CI integration in TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 7a36c2ca2b689bcc99d6e92fcc5a9d64f4e84ece | |
demo_0755 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | expert | Demonstrate eval for Self-grading and automated critique in TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 5ecb56d92db1e83dd4aeacdea1ea7ed21c892010 | |
demo_0756 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | patch_diff | expert | Demonstrate patch_diff for Diff-first patching and SWE-bench style evaluation in Go. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 0a0e75aa64f2d9953fa6bcddadb57aa49fa969c6 | |
demo_0757 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | expert | Demonstrate agent_loop for Governance, auditability, and safety gates in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | b5dbf5c5ae7587a140ab91a3043227e4c81100fe | |
demo_0758 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | advanced | Demonstrate agent_loop for Governance, auditability, and safety gates in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | b5dbf5c5ae7587a140ab91a3043227e4c81100fe | |
demo_0759 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | advanced | Demonstrate eval for Tool-calling traces and CI integration in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | da7d498e0aa830fb9d9079a323908d7d3e164681 | |
demo_0760 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | patch_diff | advanced | Demonstrate patch_diff for Diff-first patching and SWE-bench style evaluation in TypeScript. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | da67f5c566686221ddbda9c967c5c084e482c0de | |
demo_0761 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | advanced | Demonstrate self_grade for MoE expert routing for code in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 724a661b7365a7ceedaa2c6eb1ec2248b6dc7be0 | |
demo_0762 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | advanced | Demonstrate self_grade for Governance, auditability, and safety gates in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 2cd0a884e47168413d32f61dc500ce673c8e8ce6 | |
demo_0763 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | agent_loop | advanced | Demonstrate agent_loop for Diff-first patching and SWE-bench style evaluation in TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 7105a1d4b1d96645cc6cc8bb9a9c50b8b512bf53 | |
demo_0764 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | advanced | Demonstrate agent_loop for Self-grading and automated critique in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 54a082fe1d81e29f0620aed5d29e8a89b05a7741 | |
demo_0765 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | self_grade | advanced | Demonstrate self_grade for Tool-calling traces and CI integration in TypeScript. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 47ed1415b5f3bf9882a334b6c73ccdeb3ada9c95 | |
demo_0766 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | self_grade | advanced | Demonstrate self_grade for Tool-calling traces and CI integration in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | d867ab5b1b03795a650f259437a08f64961f7a87 | |
demo_0767 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | expert | Demonstrate patch_diff for MoE expert routing for code in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | cdab494c7ea40443854dc9e76f81d9692cba5fad | |
demo_0768 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | agent_loop | expert | Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | b7325d57cdc539740421eea3ad320dc75e3a5809 | |
demo_0769 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | advanced | Demonstrate tool_trace for Governance, auditability, and safety gates in Rust. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 57ef0242e37ea02626901d906d595b09bf7d9d85 | |
demo_0770 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | eval | expert | Demonstrate eval for Agentic coding systems (plan→edit→test→reflect) in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 370dec51cc86af4647aa0881c7e9b9f3a6bbcfce | |
demo_0771 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | expert | Demonstrate agent_loop for Self-grading and automated critique in TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | d02ca6f3f580c87df094e25ecb3de78fc576555b | |
demo_0772 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | expert | Demonstrate agent_loop for Self-grading and automated critique in TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | d02ca6f3f580c87df094e25ecb3de78fc576555b | |
demo_0773 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | tool_trace | advanced | Demonstrate tool_trace for Tool-calling traces and CI integration in Go. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | b1f3c1daa457ede0e06e5e190d15d6e50635238b | |
demo_0774 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | advanced | Demonstrate eval for MoE expert routing for code in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | f230672f0116cff639eb4281d9ead7c3e278e6c9 | |
demo_0775 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | advanced | Demonstrate eval for MoE expert routing for code in TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 5d8081fa4e2b4d2c429db2955e8f9dd90080d145 | |
demo_0776 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | self_grade | expert | Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 0380156739222f10ebd520393e1597c16111cff1 | |
demo_0777 | 2026-01-01T00:00:00 | MoE expert routing for code | agent_loop | expert | Demonstrate agent_loop for MoE expert routing for code in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | a7ccacbb4f991696e10c4df1b3a721ca21aaccfa | |
demo_0778 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | agent_loop | expert | Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | b7325d57cdc539740421eea3ad320dc75e3a5809 | |
demo_0779 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | expert | Demonstrate eval for MoE expert routing for code in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | f230672f0116cff639eb4281d9ead7c3e278e6c9 | |
demo_0780 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | self_grade | expert | Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 532dd88780c2362d1ef34dea626ff108239e845b | |
demo_0781 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | self_grade | advanced | Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 532dd88780c2362d1ef34dea626ff108239e845b | |
demo_0782 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | agent_loop | expert | Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 57884ed4c3d00bb495a4382eb0ea01a961e42e16 | |
demo_0783 | 2026-01-01T00:00:00 | Self-grading and automated critique | patch_diff | expert | Demonstrate patch_diff for Self-grading and automated critique in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | dabe0c58e324c9c8c2bdbfe80d61536a1063518d | |
demo_0784 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | advanced | Demonstrate tool_trace for MoE expert routing for code in Go. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 441e2206b28951463f35934572603bd6fa2398d7 | |
demo_0785 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | patch_diff | expert | Demonstrate patch_diff for Tool-calling traces and CI integration in TypeScript. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | b70cf5f1b56ffca136b21a28a0f03cb2993dfc03 | |
demo_0786 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | agent_loop | expert | Demonstrate agent_loop for Diff-first patching and SWE-bench style evaluation in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 1ede0fbd7add911639c09c0d992869248542401b | |
demo_0787 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | self_grade | advanced | Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in TypeScript. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | fab772571976b248bba6e42050c283d2dcacdc46 | |
demo_0788 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | patch_diff | expert | Demonstrate patch_diff for Tool-calling traces and CI integration in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | aa6c313c61194f09ceaa17d370a93b648759db00 | |
demo_0789 | 2026-01-01T00:00:00 | Self-grading and automated critique | patch_diff | expert | Demonstrate patch_diff for Self-grading and automated critique in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | dabe0c58e324c9c8c2bdbfe80d61536a1063518d | |
demo_0790 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | expert | Demonstrate patch_diff for Governance, auditability, and safety gates in Rust. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 407f5e4eeddb9a55f35db2f65cf2cc7ffcb2996e | |
demo_0791 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | patch_diff | advanced | Demonstrate patch_diff for Tool-calling traces and CI integration in Rust. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 6b80883d024afe8123d755ffa41e5b3cc0dcfb74 | |
demo_0792 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | patch_diff | advanced | Demonstrate patch_diff for Tool-calling traces and CI integration in Rust. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 6b80883d024afe8123d755ffa41e5b3cc0dcfb74 | |
demo_0793 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | advanced | Demonstrate eval for Self-grading and automated critique in Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 3adfb9c8e53d1b7119af2ca07c587ce30d29dcb5 | |
demo_0794 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | advanced | Demonstrate eval for Self-grading and automated critique in Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 3adfb9c8e53d1b7119af2ca07c587ce30d29dcb5 | |
demo_0795 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | patch_diff | expert | Demonstrate patch_diff for Tool-calling traces and CI integration in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | aa6c313c61194f09ceaa17d370a93b648759db00 | |
demo_0796 | 2026-01-01T00:00:00 | MoE expert routing for code | agent_loop | advanced | Demonstrate agent_loop for MoE expert routing for code in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | a7ccacbb4f991696e10c4df1b3a721ca21aaccfa | |
demo_0797 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | tool_trace | advanced | Demonstrate tool_trace for Tool-calling traces and CI integration in Go. | [
{
"tool": "checkout",
"args": {
"commit": "abc123"
}
},
{
"tool": "run_tests",
"args": {
"suite": "unit"
}
},
{
"tool": "apply_patch",
"args": {
"files": 1
}
},
{
"tool": "run_tests",
"args": {
"suite": "full"
}
}
] | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | b1f3c1daa457ede0e06e5e190d15d6e50635238b | |
demo_0798 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | advanced | Demonstrate patch_diff for Governance, auditability, and safety gates in Python. | "```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 320b4391adf67a3dd800dad890aed898949b23da | |
demo_0799 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | expert | Demonstrate self_grade for MoE expert routing for code in Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | d431a0a2bc3c7de101a6f702ba1a56260d522625 |
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