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2026-01-01 00:00:00
2026-01-01 00:00:00
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demo_0400
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_0401
2026-01-01T00:00:00
Governance, auditability, and safety gates
patch_diff
expert
Demonstrate patch_diff for Governance, auditability, and safety gates in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
4e706c8a193f8c3c233720689ef537626b4b4d05
demo_0402
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_0403
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_0404
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_0405
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_0406
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_0407
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_0408
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_0409
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
expert
Demonstrate eval for Tool-calling traces and CI integration in Rust.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6771342ab90a99fa5a829bbba8c24379d3ed4b2d
demo_0410
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_0411
2026-01-01T00:00:00
Self-grading and automated critique
patch_diff
expert
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_0412
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
eval
expert
Demonstrate eval for Diff-first patching and SWE-bench style evaluation in Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
8e9b6a48836548d0f9202dc0384ed0d98e123f41
demo_0413
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_0414
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_0415
2026-01-01T00:00:00
Self-grading and automated critique
eval
advanced
Demonstrate eval for Self-grading and automated critique in Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
6ddfb66b8ab85ff28b1c9d587350b2c6c891a905
demo_0416
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_0417
2026-01-01T00:00:00
Self-grading and automated critique
self_grade
advanced
Demonstrate self_grade for Self-grading and automated critique in Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
cf868e52e7b626f6e1445e520642918b3a2a1910
demo_0418
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
tool_trace
advanced
Demonstrate tool_trace for Diff-first patching and SWE-bench style evaluation in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
844412bf05cbb81a55c5e45e3a96939e61f6efd0
demo_0419
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_0420
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_0421
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_0422
2026-01-01T00:00:00
Self-grading and automated critique
patch_diff
advanced
Demonstrate patch_diff for Self-grading and automated critique 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 }
f31708cf2dc2bf12377b51649cb192e41c358dac
demo_0423
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_0424
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_0425
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_0426
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_0427
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_0428
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_0429
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 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_0430
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_0431
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_0432
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_0433
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_0434
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 Python.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
d4e906daed3e71a92b9936a54b063c36f18f0217
demo_0435
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
expert
Demonstrate eval for Tool-calling traces and CI integration in Rust.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6771342ab90a99fa5a829bbba8c24379d3ed4b2d
demo_0436
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_0437
2026-01-01T00:00:00
Tool-calling traces and CI integration
self_grade
advanced
Demonstrate self_grade for Tool-calling traces and CI integration in TypeScript.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
47ed1415b5f3bf9882a334b6c73ccdeb3ada9c95
demo_0438
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_0439
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_0440
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_0441
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_0442
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_0443
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_0444
2026-01-01T00:00:00
Tool-calling traces and CI integration
tool_trace
expert
Demonstrate tool_trace for Tool-calling traces and CI integration in Rust.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
256c808b21b4248d2f7c4c8c03d35d40bff23d5c
demo_0445
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_0446
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_0447
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_0448
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_0449
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_0450
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_0451
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 Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
d165292165be3a4c543c7636d89fefd10b078e7c
demo_0452
2026-01-01T00:00:00
Governance, auditability, and safety gates
self_grade
expert
Demonstrate self_grade for Governance, auditability, and safety gates in Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
d2ee9ea5723a120aeb73ff995a456cc5d8f41428
demo_0453
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_0454
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_0455
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_0456
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_0457
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_0458
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_0459
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_0460
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_0461
2026-01-01T00:00:00
Governance, auditability, and safety gates
self_grade
expert
Demonstrate self_grade for Governance, auditability, and safety gates in Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
d2ee9ea5723a120aeb73ff995a456cc5d8f41428
demo_0462
2026-01-01T00:00:00
Governance, auditability, and safety gates
agent_loop
expert
Demonstrate agent_loop for Governance, auditability, and safety gates in Go.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
b5dbf5c5ae7587a140ab91a3043227e4c81100fe
demo_0463
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_0464
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_0465
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_0466
2026-01-01T00:00:00
Self-grading and automated critique
eval
expert
Demonstrate eval for Self-grading and automated critique in Rust.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
0cb9a5e8d76f6bfd1e0d104cb5af19b52e4f9fae
demo_0467
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_0468
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_0469
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_0470
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_0471
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 Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
8e9b6a48836548d0f9202dc0384ed0d98e123f41
demo_0472
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 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_0473
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_0474
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_0475
2026-01-01T00:00:00
MoE expert routing for code
agent_loop
expert
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_0476
2026-01-01T00:00:00
Governance, auditability, and safety gates
patch_diff
expert
Demonstrate patch_diff for Governance, auditability, and safety gates in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
4e706c8a193f8c3c233720689ef537626b4b4d05
demo_0477
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_0478
2026-01-01T00:00:00
MoE expert routing for code
agent_loop
advanced
Demonstrate agent_loop for MoE expert routing for code in Python.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
a7ccacbb4f991696e10c4df1b3a721ca21aaccfa
demo_0479
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_0480
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_0481
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_0482
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_0483
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_0484
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_0485
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 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_0486
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_0487
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_0488
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_0489
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_0490
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_0491
2026-01-01T00:00:00
Self-grading and automated critique
self_grade
advanced
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_0492
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 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_0493
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_0494
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_0495
2026-01-01T00:00:00
Governance, auditability, and safety gates
eval
advanced
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_0496
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_0497
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_0498
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_0499
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