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2026-01-01 00:00:00
2026-01-01 00:00:00
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demo_0900
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_0901
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 Rust.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
370dec51cc86af4647aa0881c7e9b9f3a6bbcfce
demo_0902
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_0903
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_0904
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_0905
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_0906
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 TypeScript.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
f3b404c1695427e8871ad8a5906b0fc4c088966a
demo_0907
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_0908
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_0909
2026-01-01T00:00:00
Self-grading and automated critique
agent_loop
advanced
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_0910
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_0911
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_0912
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_0913
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_0914
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_0915
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_0916
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_0917
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_0918
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_0919
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_0920
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 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_0921
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_0922
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_0923
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_0924
2026-01-01T00:00:00
Self-grading and automated critique
self_grade
expert
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_0925
2026-01-01T00:00:00
Governance, auditability, and safety gates
patch_diff
advanced
Demonstrate patch_diff for Governance, auditability, and safety gates in Rust.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
407f5e4eeddb9a55f35db2f65cf2cc7ffcb2996e
demo_0926
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_0927
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_0928
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
agent_loop
advanced
Demonstrate agent_loop for Diff-first patching and SWE-bench style evaluation in TypeScript.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
7105a1d4b1d96645cc6cc8bb9a9c50b8b512bf53
demo_0929
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_0930
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_0931
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_0932
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_0933
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_0934
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 Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
0380156739222f10ebd520393e1597c16111cff1
demo_0935
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_0936
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_0937
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_0938
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
expert
Demonstrate eval for Tool-calling traces and CI integration in Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
da7d498e0aa830fb9d9079a323908d7d3e164681
demo_0939
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
agent_loop
expert
Demonstrate agent_loop for Agentic coding systems (plan→edit→test→reflect) in Go.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
ff4427b1aeb8acedadc80320a21a8044fc27397e
demo_0940
2026-01-01T00:00:00
Tool-calling traces and CI integration
eval
expert
Demonstrate eval for Tool-calling traces and CI integration in Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
da7d498e0aa830fb9d9079a323908d7d3e164681
demo_0941
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_0942
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_0943
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_0944
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_0945
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_0946
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 Python.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
aa6c313c61194f09ceaa17d370a93b648759db00
demo_0947
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_0948
2026-01-01T00:00:00
MoE expert routing for code
tool_trace
advanced
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_0949
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_0950
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_0951
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_0952
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
self_grade
expert
Demonstrate self_grade for Diff-first patching and SWE-bench style evaluation in Go.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
9ac511806d0fd80846c9ee66e870bc422000ca5d
demo_0953
2026-01-01T00:00:00
Self-grading and automated critique
agent_loop
advanced
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_0954
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_0955
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_0956
2026-01-01T00:00:00
Governance, auditability, and safety gates
self_grade
advanced
Demonstrate self_grade for Governance, auditability, and safety gates in Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
d2ee9ea5723a120aeb73ff995a456cc5d8f41428
demo_0957
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_0958
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_0959
2026-01-01T00:00:00
MoE expert routing for code
eval
expert
Demonstrate eval for MoE expert routing for code in TypeScript.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
5d8081fa4e2b4d2c429db2955e8f9dd90080d145
demo_0960
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_0961
2026-01-01T00:00:00
Governance, auditability, and safety gates
patch_diff
advanced
Demonstrate patch_diff for Governance, auditability, and safety gates in Rust.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
407f5e4eeddb9a55f35db2f65cf2cc7ffcb2996e
demo_0962
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_0963
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_0964
2026-01-01T00:00:00
MoE expert routing for code
tool_trace
expert
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_0965
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_0966
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
eval
advanced
Demonstrate eval for Diff-first patching and SWE-bench style evaluation in Rust.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
8dacf6e08ac4a42cf38a0c147636cfdd66f96f97
demo_0967
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_0968
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
eval
advanced
Demonstrate eval for Diff-first patching and SWE-bench style evaluation in Rust.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
8dacf6e08ac4a42cf38a0c147636cfdd66f96f97
demo_0969
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
patch_diff
expert
Demonstrate patch_diff for Agentic coding systems (plan→edit→test→reflect) in Go.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
f4a8b6d07ae6c10d7d031fd3e71902189cfbece4
demo_0970
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
patch_diff
expert
Demonstrate patch_diff for Agentic coding systems (plan→edit→test→reflect) in Go.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
f4a8b6d07ae6c10d7d031fd3e71902189cfbece4
demo_0971
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_0972
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_0973
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_0974
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_0975
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_0976
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_0977
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_0978
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_0979
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_0980
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
agent_loop
expert
Demonstrate agent_loop for Diff-first patching and SWE-bench style evaluation in Go.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
1ede0fbd7add911639c09c0d992869248542401b
demo_0981
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_0982
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_0983
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_0984
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_0985
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_0986
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_0987
2026-01-01T00:00:00
Diff-first patching and SWE-bench style evaluation
self_grade
expert
Demonstrate self_grade for Diff-first patching and SWE-bench style evaluation in Go.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
9ac511806d0fd80846c9ee66e870bc422000ca5d
demo_0988
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_0989
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 Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
0380156739222f10ebd520393e1597c16111cff1
demo_0990
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_0991
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_0992
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_0993
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_0994
2026-01-01T00:00:00
MoE expert routing for code
eval
expert
Demonstrate eval for MoE expert routing for code in Python.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
d10ebbd0771e561742de9157381a089d64c68539
demo_0995
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 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_0996
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_0997
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_0998
2026-01-01T00:00:00
Governance, auditability, and safety gates
self_grade
advanced
Demonstrate self_grade for Governance, auditability, and safety gates in TypeScript.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
fe883ef5866a8ab03c83ebb26b3251f8679aca88
demo_0999
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
self_grade
expert
Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
0380156739222f10ebd520393e1597c16111cff1