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2026-01-01 00:00:00
2026-01-01 00:00:00
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demo_0800
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_0801
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_0802
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_0803
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 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_0804
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_0805
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_0806
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_0807
2026-01-01T00:00:00
MoE expert routing for code
self_grade
expert
Demonstrate self_grade for MoE expert routing for code in Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
d431a0a2bc3c7de101a6f702ba1a56260d522625
demo_0808
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_0809
2026-01-01T00:00:00
Governance, auditability, and safety gates
agent_loop
advanced
Demonstrate agent_loop for Governance, auditability, and safety gates in Python.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
e0062d33ddb8b86d135c9ab3dec2288f862109b1
demo_0810
2026-01-01T00:00:00
Governance, auditability, and safety gates
self_grade
expert
Demonstrate self_grade for Governance, auditability, and safety gates in Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
2cd0a884e47168413d32f61dc500ce673c8e8ce6
demo_0811
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_0812
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 Rust.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6aef16a5ce69387a6f198bdb7d380162bb772ca2
demo_0813
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_0814
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_0815
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_0816
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_0817
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_0818
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 Rust.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6aef16a5ce69387a6f198bdb7d380162bb772ca2
demo_0819
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_0820
2026-01-01T00:00:00
MoE expert routing for code
agent_loop
expert
Demonstrate agent_loop for MoE expert routing for code in Python.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
a7ccacbb4f991696e10c4df1b3a721ca21aaccfa
demo_0821
2026-01-01T00:00:00
MoE expert routing for code
eval
advanced
Demonstrate eval for MoE expert routing for code in TypeScript.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
5d8081fa4e2b4d2c429db2955e8f9dd90080d145
demo_0822
2026-01-01T00:00:00
Governance, auditability, and safety gates
tool_trace
advanced
Demonstrate tool_trace for Governance, auditability, and safety gates in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
f58a9b02ebf152bc1c7f48fa9d5cda2b687e07c8
demo_0823
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_0824
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 Python.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
b7325d57cdc539740421eea3ad320dc75e3a5809
demo_0825
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
expert
Demonstrate eval for Tool-calling traces and CI integration in Python.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
b12d3c546b09fdd7d4abbaa5a72e2e41deabef1d
demo_0826
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_0827
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_0828
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_0829
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_0830
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
advanced
Demonstrate eval for Tool-calling traces and CI integration in TypeScript.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
7a36c2ca2b689bcc99d6e92fcc5a9d64f4e84ece
demo_0831
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_0832
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_0833
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_0834
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_0835
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_0836
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_0837
2026-01-01T00:00:00
Self-grading and automated critique
eval
expert
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_0838
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_0839
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 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_0840
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
advanced
Demonstrate eval for Tool-calling traces and CI integration in Python.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
b12d3c546b09fdd7d4abbaa5a72e2e41deabef1d
demo_0841
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
agent_loop
expert
Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Rust.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
57884ed4c3d00bb495a4382eb0ea01a961e42e16
demo_0842
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_0843
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
tool_trace
advanced
Demonstrate tool_trace for Diff-first patching and SWE-bench style evaluation in TypeScript.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
1971ecc0a5017fee37a2751e068efa0ba9bdb6b7
demo_0844
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_0845
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_0846
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_0847
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_0848
2026-01-01T00:00:00
MoE expert routing for code
eval
advanced
Demonstrate eval for MoE expert routing for code in Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
55f016e0f5b3b2fae7261a93255883cdb7e2e829
demo_0849
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_0850
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_0851
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_0852
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_0853
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_0854
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 Rust.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6aef16a5ce69387a6f198bdb7d380162bb772ca2
demo_0855
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_0856
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_0857
2026-01-01T00:00:00
Self-grading and automated critique
eval
expert
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_0858
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_0859
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_0860
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_0861
2026-01-01T00:00:00
Governance, auditability, and safety gates
self_grade
advanced
Demonstrate self_grade for Governance, auditability, and safety gates in Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
2cd0a884e47168413d32f61dc500ce673c8e8ce6
demo_0862
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 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_0863
2026-01-01T00:00:00
Governance, auditability, and safety gates
tool_trace
expert
Demonstrate tool_trace for Governance, auditability, and safety gates in Rust.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
57ef0242e37ea02626901d906d595b09bf7d9d85
demo_0864
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 Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
d867ab5b1b03795a650f259437a08f64961f7a87
demo_0865
2026-01-01T00:00:00
Governance, auditability, and safety gates
tool_trace
advanced
Demonstrate tool_trace for Governance, auditability, and safety gates in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
f58a9b02ebf152bc1c7f48fa9d5cda2b687e07c8
demo_0866
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_0867
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 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_0868
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_0869
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_0870
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_0871
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_0872
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
patch_diff
advanced
Demonstrate patch_diff for Diff-first patching and SWE-bench style evaluation in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
da67f5c566686221ddbda9c967c5c084e482c0de
demo_0873
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_0874
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_0875
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_0876
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_0877
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_0878
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_0879
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_0880
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_0881
2026-01-01T00:00:00
Self-grading and automated critique
tool_trace
expert
Demonstrate tool_trace for Self-grading and automated critique in Python.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
fed8c1215ad6b2320879502cbbc51dc2e7766e7f
demo_0882
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_0883
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_0884
2026-01-01T00:00:00
Governance, auditability, and safety gates
agent_loop
expert
Demonstrate agent_loop for Governance, auditability, and safety gates in Rust.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
66b4ca1544895342a9abd1a6c3586898a0140df4
demo_0885
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_0886
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_0887
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
patch_diff
advanced
Demonstrate patch_diff for Diff-first patching and SWE-bench style evaluation in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
da67f5c566686221ddbda9c967c5c084e482c0de
demo_0888
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 Rust.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
6aef16a5ce69387a6f198bdb7d380162bb772ca2
demo_0889
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_0890
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_0891
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_0892
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_0893
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_0894
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_0895
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_0896
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_0897
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_0898
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_0899
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