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_0200 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | advanced | 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_0201 | 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_0202 | 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_0203 | 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_0204 | 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_0205 | 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_0206 | 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 Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | ff4427b1aeb8acedadc80320a21a8044fc27397e | |
demo_0207 | 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_0208 | 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 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_0209 | 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 TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | b08c20a651510f12ed82346dc8a929711f3fdae9 | |
demo_0210 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | advanced | Demonstrate patch_diff for Governance, auditability, and safety gates 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
} | 03e3880ec5391fcf3ecef131ad5aa0e0b53ad63e | |
demo_0211 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | expert | Demonstrate tool_trace for Self-grading and automated critique 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
} | 5effe6fde62e48aa6e9be1d6e57385f23da7e153 | |
demo_0212 | 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 TypeScript. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 7b045c7e00592cb0936703c6efbe07d24fed1640 | |
demo_0213 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | expert | 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_0214 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | expert | Demonstrate tool_trace for Governance, auditability, and safety gates 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
} | f58a9b02ebf152bc1c7f48fa9d5cda2b687e07c8 | |
demo_0215 | 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_0216 | 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_0217 | 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_0218 | 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_0219 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | expert | Demonstrate patch_diff for Governance, auditability, and safety gates 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
} | 03e3880ec5391fcf3ecef131ad5aa0e0b53ad63e | |
demo_0220 | 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 Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 2ad46a119bbbd13e9f59ca46d56fc6ceffd8c0ad | |
demo_0221 | 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_0222 | 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 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_0223 | 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_0224 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | advanced | Demonstrate self_grade for Governance, auditability, and safety gates in Go. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | b0ee387d89f5f635c1f9cc32f9773b4068014798 | |
demo_0225 | 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_0226 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | expert | Demonstrate tool_trace for Self-grading and automated critique 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
} | 5effe6fde62e48aa6e9be1d6e57385f23da7e153 | |
demo_0227 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | expert | 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_0228 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | advanced | Demonstrate self_grade for MoE expert routing for code in TypeScript. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 04cf27cd6c7cc60a6ad34383c06c00220df1d7d6 | |
demo_0229 | 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_0230 | 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 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_0231 | 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_0232 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | advanced | Demonstrate patch_diff for MoE expert routing for code 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
} | 368f0d7a01cf671c54bc9d9be2e070f6ef61d3dc | |
demo_0233 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | expert | 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_0234 | 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 Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | ff4427b1aeb8acedadc80320a21a8044fc27397e | |
demo_0235 | 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_0236 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | advanced | 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_0237 | 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_0238 | 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_0239 | 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 Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | ce6f758b1bc428101ae12ad43bff7a4e88c0cfc7 | |
demo_0240 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | advanced | Demonstrate tool_trace for Self-grading and automated critique 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
} | fed8c1215ad6b2320879502cbbc51dc2e7766e7f | |
demo_0241 | 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_0242 | 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 Go. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Go",
"frontier_demo": true
} | ff4427b1aeb8acedadc80320a21a8044fc27397e | |
demo_0243 | 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_0244 | 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_0245 | 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_0246 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | expert | Demonstrate patch_diff for MoE expert routing for code 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
} | 368f0d7a01cf671c54bc9d9be2e070f6ef61d3dc | |
demo_0247 | 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_0248 | 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_0249 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | expert | Demonstrate tool_trace for Governance, auditability, and safety gates 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
} | f58a9b02ebf152bc1c7f48fa9d5cda2b687e07c8 | |
demo_0250 | 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_0251 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | advanced | 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 | |
demo_0252 | 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_0253 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | expert | Demonstrate tool_trace for Self-grading and automated critique 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
} | 0fcd85479910d25d7597ad10e547762ff04885d2 | |
demo_0254 | 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 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_0255 | 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 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
} | 0de742ee682add3fabe10b41b63c699058d167da | |
demo_0256 | 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_0257 | 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_0258 | 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_0259 | 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_0260 | 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_0261 | 2026-01-01T00:00:00 | MoE expert routing for code | self_grade | expert | 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_0262 | 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_0263 | 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_0264 | 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_0265 | 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_0266 | 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_0267 | 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_0268 | 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_0269 | 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 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
} | 399b590cd03414ba736ffb6888734b51cacb8ca9 | |
demo_0270 | 2026-01-01T00:00:00 | Self-grading and automated critique | self_grade | expert | Demonstrate self_grade for Self-grading and automated critique in Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | d2815ca3d0e438822e466acc43474ba2874f5aad | |
demo_0271 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | advanced | Demonstrate tool_trace for Governance, auditability, and safety gates 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
} | f58a9b02ebf152bc1c7f48fa9d5cda2b687e07c8 | |
demo_0272 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | advanced | Demonstrate tool_trace for Self-grading and automated critique 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
} | fed8c1215ad6b2320879502cbbc51dc2e7766e7f | |
demo_0273 | 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_0274 | 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_0275 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | expert | 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_0276 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | advanced | 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_0277 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | advanced | 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_0278 | 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_0279 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | tool_trace | advanced | Demonstrate tool_trace for Governance, auditability, and safety gates 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
} | f58a9b02ebf152bc1c7f48fa9d5cda2b687e07c8 | |
demo_0280 | 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_0281 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | eval | advanced | 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_0282 | 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_0283 | 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 Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | ce6f758b1bc428101ae12ad43bff7a4e88c0cfc7 | |
demo_0284 | 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_0285 | 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_0286 | 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_0287 | 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_0288 | 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 TypeScript. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | 97e3218662e2f00746256643faef6885ea18cd7b | |
demo_0289 | 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_0290 | 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_0291 | 2026-01-01T00:00:00 | Tool-calling traces and CI integration | eval | advanced | 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_0292 | 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_0293 | 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_0294 | 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_0295 | 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 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
} | 0de742ee682add3fabe10b41b63c699058d167da | |
demo_0296 | 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_0297 | 2026-01-01T00:00:00 | MoE expert routing for code | tool_trace | expert | 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_0298 | 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_0299 | 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 |
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