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_0300 | 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_0301 | 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_0302 | 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_0303 | 2026-01-01T00:00:00 | Self-grading and automated critique | patch_diff | expert | Demonstrate patch_diff for Self-grading and automated critique 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
} | 204fb7aa6df38d2d8077eb752afceef4537dabc4 | |
demo_0304 | 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_0305 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | advanced | 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_0306 | 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_0307 | 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_0308 | 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_0309 | 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_0310 | 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_0311 | 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 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_0312 | 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_0313 | 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_0314 | 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_0315 | 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 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_0316 | 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 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_0317 | 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 Rust. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 882626e1c64172100c8201be60a636d13fc4cd1d | |
demo_0318 | 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_0319 | 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_0320 | 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_0321 | 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_0322 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | advanced | 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_0323 | 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_0324 | 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_0325 | 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_0326 | 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_0327 | 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_0328 | 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_0329 | 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_0330 | 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 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_0331 | 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_0332 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | expert | 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_0333 | 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_0334 | 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_0335 | 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 Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 370dec51cc86af4647aa0881c7e9b9f3a6bbcfce | |
demo_0336 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | expert | 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_0337 | 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_0338 | 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_0339 | 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_0340 | 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_0341 | 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_0342 | 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_0343 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | expert | 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_0344 | 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 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_0345 | 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_0346 | 2026-01-01T00:00:00 | MoE expert routing for code | patch_diff | advanced | 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_0347 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | advanced | Demonstrate agent_loop for Self-grading and automated critique in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | a43c2fa4a3ea9a8fc5ec43f2a91fd9d185e88885 | |
demo_0348 | 2026-01-01T00:00:00 | Self-grading and automated critique | patch_diff | advanced | 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_0349 | 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 Python. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | ed6687b23f76fa0808d028f46af13a368a5e5155 | |
demo_0350 | 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_0351 | 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_0352 | 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_0353 | 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 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_0354 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | patch_diff | expert | 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_0355 | 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_0356 | 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_0357 | 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_0358 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | advanced | 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_0359 | 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 Rust. | "Metrics: pass@k, time-to-green, cost-per-fix, regressions" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | 8dacf6e08ac4a42cf38a0c147636cfdd66f96f97 | |
demo_0360 | 2026-01-01T00:00:00 | MoE expert routing for code | eval | expert | 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_0361 | 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_0362 | 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_0363 | 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 Python. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 9d80a224ffbc2b265069c9355557fa2452ab1b46 | |
demo_0364 | 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_0365 | 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_0366 | 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_0367 | 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_0368 | 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 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_0369 | 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_0370 | 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_0371 | 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_0372 | 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_0373 | 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_0374 | 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_0375 | 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_0376 | 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_0377 | 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_0378 | 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_0379 | 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 TypeScript. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | fab772571976b248bba6e42050c283d2dcacdc46 | |
demo_0380 | 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_0381 | 2026-01-01T00:00:00 | Self-grading and automated critique | self_grade | advanced | 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_0382 | 2026-01-01T00:00:00 | Self-grading and automated critique | agent_loop | advanced | Demonstrate agent_loop for Self-grading and automated critique in Rust. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "Rust",
"frontier_demo": true
} | a43c2fa4a3ea9a8fc5ec43f2a91fd9d185e88885 | |
demo_0383 | 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_0384 | 2026-01-01T00:00:00 | Self-grading and automated critique | tool_trace | advanced | 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_0385 | 2026-01-01T00:00:00 | MoE expert routing for code | agent_loop | advanced | 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_0386 | 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_0387 | 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_0388 | 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 TypeScript. | "Plan → Edit → Test → Reflect → Human Gate" | {
"brand": "Within Us AI",
"language": "TypeScript",
"frontier_demo": true
} | bb6f07fec726ce3ac5b3ef6b3d61c76abe83fd3d | |
demo_0389 | 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_0390 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | expert | 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_0391 | 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_0392 | 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_0393 | 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_0394 | 2026-01-01T00:00:00 | Self-grading and automated critique | eval | advanced | 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_0395 | 2026-01-01T00:00:00 | Governance, auditability, and safety gates | self_grade | expert | 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_0396 | 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 Python. | {
"score": 9,
"confidence": 0.9,
"notes": "Tests passed; minimal diff; safe."
} | {
"brand": "Within Us AI",
"language": "Python",
"frontier_demo": true
} | 52094c608f86848d71b36f8b28490eeab830b40f | |
demo_0397 | 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_0398 | 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_0399 | 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 |
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