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2026-01-01 00:00:00
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demo_0600
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_0601
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
patch_diff
expert
Demonstrate patch_diff for Diff-first patching and SWE-bench style evaluation in Go.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
0a0e75aa64f2d9953fa6bcddadb57aa49fa969c6
demo_0602
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_0603
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_0604
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_0605
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_0606
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 Rust.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6b80883d024afe8123d755ffa41e5b3cc0dcfb74
demo_0607
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_0608
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_0609
2026-01-01T00:00:00
MoE expert routing for code
agent_loop
expert
Demonstrate agent_loop for MoE expert routing for code in Go.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
c77684ed94a4148f8449f9b073cd70d3bc577a1d
demo_0610
2026-01-01T00:00:00
Self-grading and automated critique
patch_diff
expert
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_0611
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
tool_trace
expert
Demonstrate tool_trace for Agentic coding systems (plan→edit→test→reflect) in Rust.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
8cd98daa7ed94eceb808aace257ad77a00c093c1
demo_0612
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_0613
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
expert
Demonstrate eval for Tool-calling traces and CI integration in TypeScript.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
7a36c2ca2b689bcc99d6e92fcc5a9d64f4e84ece
demo_0614
2026-01-01T00:00:00
MoE expert routing for code
tool_trace
advanced
Demonstrate tool_trace for MoE expert routing for code in Python.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
fd55fdc9ecf12df2b0b5a36e7f1f0f93d303dbb3
demo_0615
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_0616
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 Python.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
b7325d57cdc539740421eea3ad320dc75e3a5809
demo_0617
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_0618
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_0619
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_0620
2026-01-01T00:00:00
MoE expert routing for code
tool_trace
advanced
Demonstrate tool_trace for MoE expert routing for code in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
441e2206b28951463f35934572603bd6fa2398d7
demo_0621
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_0622
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 Go.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
01ecda677e27b8918134d21a0d1cd85ef04617f9
demo_0623
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_0624
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_0625
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_0626
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_0627
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_0628
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_0629
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_0630
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_0631
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_0632
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_0633
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_0634
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_0635
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_0636
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_0637
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 Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
cabf427b92e83fe95318ff3a5c2d46bd31d67e6e
demo_0638
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_0639
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_0640
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_0641
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_0642
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_0643
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 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 }
2fd96b170ecf4c762b8fa01b03e48f8dc581d55a
demo_0644
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_0645
2026-01-01T00:00:00
Governance, auditability, and safety gates
agent_loop
advanced
Demonstrate agent_loop for Governance, auditability, and safety gates in Go.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
b5dbf5c5ae7587a140ab91a3043227e4c81100fe
demo_0646
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_0647
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_0648
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_0649
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_0650
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_0651
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_0652
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
agent_loop
expert
Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in TypeScript.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
bb6f07fec726ce3ac5b3ef6b3d61c76abe83fd3d
demo_0653
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 Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
cabf427b92e83fe95318ff3a5c2d46bd31d67e6e
demo_0654
2026-01-01T00:00:00
Governance, auditability, and safety gates
agent_loop
expert
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_0655
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_0656
2026-01-01T00:00:00
Self-grading and automated critique
agent_loop
expert
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_0657
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_0658
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_0659
2026-01-01T00:00:00
Tool-calling traces and CI integration
self_grade
advanced
Demonstrate self_grade for Tool-calling traces and CI integration in Go.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
01ecda677e27b8918134d21a0d1cd85ef04617f9
demo_0660
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_0661
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_0662
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_0663
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_0664
2026-01-01T00:00:00
Self-grading and automated critique
tool_trace
advanced
Demonstrate tool_trace for Self-grading and automated critique in TypeScript.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
8c70093964bcfcfa32b3ab7b473fcf5233227529
demo_0665
2026-01-01T00:00:00
MoE expert routing for code
tool_trace
advanced
Demonstrate tool_trace for MoE expert routing for code in Python.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
fd55fdc9ecf12df2b0b5a36e7f1f0f93d303dbb3
demo_0666
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_0667
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_0668
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_0669
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 TypeScript.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
47ed1415b5f3bf9882a334b6c73ccdeb3ada9c95
demo_0670
2026-01-01T00:00:00
Tool-calling traces and CI integration
patch_diff
advanced
Demonstrate patch_diff for Tool-calling traces and CI integration in Rust.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6b80883d024afe8123d755ffa41e5b3cc0dcfb74
demo_0671
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_0672
2026-01-01T00:00:00
Self-grading and automated critique
tool_trace
advanced
Demonstrate tool_trace for Self-grading and automated critique in TypeScript.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
8c70093964bcfcfa32b3ab7b473fcf5233227529
demo_0673
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_0674
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_0675
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_0676
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 Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
cabf427b92e83fe95318ff3a5c2d46bd31d67e6e
demo_0677
2026-01-01T00:00:00
Self-grading and automated critique
eval
advanced
Demonstrate eval for Self-grading and automated critique in Rust.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
0cb9a5e8d76f6bfd1e0d104cb5af19b52e4f9fae
demo_0678
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_0679
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_0680
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_0681
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_0682
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_0683
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
tool_trace
advanced
Demonstrate tool_trace for Agentic coding systems (plan→edit→test→reflect) in Rust.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
8cd98daa7ed94eceb808aace257ad77a00c093c1
demo_0684
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_0685
2026-01-01T00:00:00
MoE expert routing for code
patch_diff
advanced
Demonstrate patch_diff for MoE expert routing for code in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
c6a3c7c940db60ab9c0aad92f2280b426d27d44d
demo_0686
2026-01-01T00:00:00
MoE expert routing for code
self_grade
expert
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_0687
2026-01-01T00:00:00
MoE expert routing for code
tool_trace
advanced
Demonstrate tool_trace for MoE expert routing for code in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
441e2206b28951463f35934572603bd6fa2398d7
demo_0688
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 Go.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
ed2736226ef8b9ff056b4302095ccecddcf966bd
demo_0689
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_0690
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_0691
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_0692
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
self_grade
expert
Demonstrate self_grade for Diff-first patching and SWE-bench style evaluation in Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
52094c608f86848d71b36f8b28490eeab830b40f
demo_0693
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
expert
Demonstrate eval for Tool-calling traces and CI integration in TypeScript.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
7a36c2ca2b689bcc99d6e92fcc5a9d64f4e84ece
demo_0694
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_0695
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_0696
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 Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
882626e1c64172100c8201be60a636d13fc4cd1d
demo_0697
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_0698
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_0699
2026-01-01T00:00:00
Tool-calling traces and CI integration
tool_trace
expert
Demonstrate tool_trace for Tool-calling traces and CI integration in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
b1f3c1daa457ede0e06e5e190d15d6e50635238b