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_0500 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | advanced | 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_0501 | 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_0502 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | agent_loop | expert | Demonstrate agent_loop for Governance, auditability, and safety gates in TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 740d9e6139f5f9bbc02e9d9236e6d6023f4948ff | |
demo_0503 | 2026-01-01T00:00:00 | Agentic coding systems (plan→edit→test→reflect) | patch_diff | advanced | Demonstrate patch_diff for Agentic coding systems (plan→edit→test→reflect) 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
} | 3f20b9c5d6121cdd67b0ae805ccb9f1ee72869a7 | |
demo_0504 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | advanced | Demonstrate eval for Governance, auditability, and safety gates in Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | e026f2a318ea6750793d9529645190cb6103242d | |
demo_0505 | 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_0506 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | agent_loop | expert | Demonstrate agent_loop for Tool-calling traces and CI integration in Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 9d80a224ffbc2b265069c9355557fa2452ab1b46 | |
demo_0507 | 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_0508 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | expert | 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_0509 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | expert | 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_0510 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | expert | Demonstrate agent_loop for Self-grading and automated critique in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 85d5a5bc6f30d51ffc33cee542d2c5f2d1d15657 | |
demo_0511 | 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_0512 | 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 TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | aa5e688888ba819372064089899cd28221f9fa41 | |
demo_0513 | 2026-01-01T00:00:00 | Self-grading and automated critique | patch_diff | advanced | Demonstrate patch_diff for Self-grading and automated critique 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
} | c012733817f6f8ceeff47e5dc6c8bdcfb44433fe | |
demo_0514 | 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_0515 | 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_0516 | 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_0517 | 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_0518 | 2026-01-01T00:00:00 | MoE expert routing for code | agent_loop | expert | Demonstrate agent_loop for MoE expert routing for code in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | c77684ed94a4148f8449f9b073cd70d3bc577a1d | |
demo_0519 | 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 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
} | 1a0fe8867460b6a6a80121de51265743a509981b | |
demo_0520 | 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 Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | cabf427b92e83fe95318ff3a5c2d46bd31d67e6e | |
demo_0521 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | expert | 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_0522 | 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_0523 | 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 TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 97e3218662e2f00746256643faef6885ea18cd7b | |
demo_0524 | 2026-01-01T00:00:00 | MoE expert routing for code | agent_loop | advanced | Demonstrate agent_loop for MoE expert routing for code in Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | c77684ed94a4148f8449f9b073cd70d3bc577a1d | |
demo_0525 | 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_0526 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | advanced | Demonstrate tool_trace for Self-grading and automated critique in TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | 8c70093964bcfcfa32b3ab7b473fcf5233227529 | |
demo_0527 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | expert | Demonstrate tool_trace for Governance, auditability, and safety gates in TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | e55625866d9d72afa0ca219100fd584e58fd1a20 | |
demo_0528 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | expert | Demonstrate eval for Governance, auditability, and safety gates in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 29b4334a491410a737f41c7f169c9fcc2e01bf01 | |
demo_0529 | 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_0530 | 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 TypeScript. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 7b045c7e00592cb0936703c6efbe07d24fed1640 | |
demo_0531 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | agent_loop | expert | 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_0532 | 2026-01-01T00:00:00 | Self-grading and automated critique | self_grade | advanced | Demonstrate self_grade for Self-grading and automated critique in TypeScript. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 4fc6dade0f8d7671f7cbe49b182676215b21cf70 | |
demo_0533 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | advanced | 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_0534 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | agent_loop | expert | 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_0535 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | expert | Demonstrate patch_diff for MoE expert routing for code 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
} | a757555ae2d72f4f9a6c937f6ef6303650b71604 | |
demo_0536 | 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 Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 9ac511806d0fd80846c9ee66e870bc422000ca5d | |
demo_0537 | 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_0538 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | expert | 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_0539 | 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 TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | 1971ecc0a5017fee37a2751e068efa0ba9bdb6b7 | |
demo_0540 | 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 TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | 1971ecc0a5017fee37a2751e068efa0ba9bdb6b7 | |
demo_0541 | 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_0542 | 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_0543 | 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 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
} | 79a6d964f0af5a0c080ec8cbfafd1114d574e578 | |
demo_0544 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | expert | 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_0545 | 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_0546 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | expert | 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_0547 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | expert | Demonstrate tool_trace for MoE expert routing for code 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
} | fd55fdc9ecf12df2b0b5a36e7f1f0f93d303dbb3 | |
demo_0548 | 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_0549 | 2026-01-01T00:00:00 | MoE expert routing for code | agent_loop | expert | Demonstrate agent_loop for MoE expert routing for code in TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 84c33edd4bbd46f9b7ed6f724fa0c0c0891f9673 | |
demo_0550 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | advanced | Demonstrate eval for MoE expert routing for code in Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | d10ebbd0771e561742de9157381a089d64c68539 | |
demo_0551 | 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 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
} | 71257b72d4d5b4e500f00ddada2361456c6ab673 | |
demo_0552 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | self_grade | expert | Demonstrate self_grade for Tool-calling traces and CI integration in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 2ad46a119bbbd13e9f59ca46d56fc6ceffd8c0ad | |
demo_0553 | 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_0554 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | expert | Demonstrate tool_trace for MoE expert routing for code 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
} | fd55fdc9ecf12df2b0b5a36e7f1f0f93d303dbb3 | |
demo_0555 | 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_0556 | 2026-01-01T00:00:00 | MoE expert routing for code | agent_loop | advanced | Demonstrate agent_loop for MoE expert routing for code in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 6a015cfda615e97b9a9735cff067ff27b811115e | |
demo_0557 | 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 Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 6aef16a5ce69387a6f198bdb7d380162bb772ca2 | |
demo_0558 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | expert | Demonstrate eval for Governance, auditability, and safety gates in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 6818e4c49db4ba63a4ff27bae5ee7d4d3383255f | |
demo_0559 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | expert | Demonstrate eval for Governance, auditability, and safety gates in Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | e026f2a318ea6750793d9529645190cb6103242d | |
demo_0560 | 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_0561 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | agent_loop | expert | 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_0562 | 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_0563 | 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_0564 | 2026-01-01T00:00:00 | Self-grading and automated critique | self_grade | expert | 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_0565 | 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 Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 6aef16a5ce69387a6f198bdb7d380162bb772ca2 | |
demo_0566 | 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 Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | d4e906daed3e71a92b9936a54b063c36f18f0217 | |
demo_0567 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | expert | Demonstrate eval for Governance, auditability, and safety gates in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 29b4334a491410a737f41c7f169c9fcc2e01bf01 | |
demo_0568 | 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_0569 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | self_grade | expert | Demonstrate self_grade for Tool-calling traces and CI integration in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 2ad46a119bbbd13e9f59ca46d56fc6ceffd8c0ad | |
demo_0570 | 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_0571 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | self_grade | advanced | Demonstrate self_grade for Diff-first patching and SWE-bench style evaluation in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 9ac511806d0fd80846c9ee66e870bc422000ca5d | |
demo_0572 | 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_0573 | 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 Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | ed6687b23f76fa0808d028f46af13a368a5e5155 | |
demo_0574 | 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_0575 | 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_0576 | 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 TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | bb6f07fec726ce3ac5b3ef6b3d61c76abe83fd3d | |
demo_0577 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | tool_trace | expert | Demonstrate tool_trace for Diff-first patching and SWE-bench style evaluation in TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | 1971ecc0a5017fee37a2751e068efa0ba9bdb6b7 | |
demo_0578 | 2026-01-01T00:00:00 | Diff-first patching and SWE-bench style evaluation | eval | advanced | Demonstrate eval for Diff-first patching and SWE-bench style evaluation in Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 8dacf6e08ac4a42cf38a0c147636cfdd66f96f97 | |
demo_0579 | 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_0580 | 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_0581 | 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_0582 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | advanced | Demonstrate tool_trace for MoE expert routing for code in TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | a4322f9593d84f6099aa35b3061f2aa8a7adab8e | |
demo_0583 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | expert | 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_0584 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | expert | 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_0585 | 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 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
} | 3b6175b68f17af9ab68a3e4275a82a74736d9b6d | |
demo_0586 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | expert | 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_0587 | 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 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
} | 214c8aa1c81b49da6e98d286de14957000ecb489 | |
demo_0588 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | expert | Demonstrate eval for Governance, auditability, and safety gates in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 6818e4c49db4ba63a4ff27bae5ee7d4d3383255f | |
demo_0589 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | advanced | Demonstrate eval for MoE expert routing for code in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 55f016e0f5b3b2fae7261a93255883cdb7e2e829 | |
demo_0590 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | advanced | 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_0591 | 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_0592 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | expert | Demonstrate patch_diff for MoE expert routing for code 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
} | a757555ae2d72f4f9a6c937f6ef6303650b71604 | |
demo_0593 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | self_grade | expert | Demonstrate self_grade for Tool-calling traces and CI integration in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 2ad46a119bbbd13e9f59ca46d56fc6ceffd8c0ad | |
demo_0594 | 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_0595 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | advanced | Demonstrate tool_trace for Governance, auditability, and safety gates in TypeScript. | [
{
"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": "TypeScript",
"frontier_demo": true
} | e55625866d9d72afa0ca219100fd584e58fd1a20 | |
demo_0596 | 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_0597 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | advanced | Demonstrate eval for MoE expert routing for code in Go. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | 55f016e0f5b3b2fae7261a93255883cdb7e2e829 | |
demo_0598 | 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_0599 | 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 |
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