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2026-01-01 00:00:00
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demo_0700
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_0701
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_0702
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_0703
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_0704
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_0705
2026-01-01T00:00:00
Governance, auditability, and safety gates
agent_loop
advanced
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_0706
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_0707
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_0708
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_0709
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_0710
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_0711
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_0712
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_0713
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_0714
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_0715
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_0716
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_0717
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_0718
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_0719
2026-01-01T00:00:00
Governance, auditability, and safety gates
patch_diff
expert
Demonstrate patch_diff for Governance, auditability, and safety gates in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
4e706c8a193f8c3c233720689ef537626b4b4d05
demo_0720
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_0721
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 Go.
"Plan → Edit → Test → Reflect → Human Gate"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
1ede0fbd7add911639c09c0d992869248542401b
demo_0722
2026-01-01T00:00:00
MoE expert routing for code
patch_diff
expert
Demonstrate patch_diff for MoE expert routing for code in Python.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
cdab494c7ea40443854dc9e76f81d9692cba5fad
demo_0723
2026-01-01T00:00:00
MoE expert routing for code
self_grade
advanced
Demonstrate self_grade for MoE expert routing for code in Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
2f0099d7d55722348ce0b94bc5863892091131f8
demo_0724
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 Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
d867ab5b1b03795a650f259437a08f64961f7a87
demo_0725
2026-01-01T00:00:00
Self-grading and automated critique
patch_diff
expert
Demonstrate patch_diff for Self-grading and automated critique in Python.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
dabe0c58e324c9c8c2bdbfe80d61536a1063518d
demo_0726
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_0727
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_0728
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_0729
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_0730
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_0731
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_0732
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_0733
2026-01-01T00:00:00
Tool-calling traces and CI integration
patch_diff
expert
Demonstrate patch_diff for Tool-calling traces and CI integration in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
b70cf5f1b56ffca136b21a28a0f03cb2993dfc03
demo_0734
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_0735
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_0736
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_0737
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_0738
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_0739
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 Go.
"Metrics: pass@k, time-to-green, cost-per-fix, regressions"
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
d165292165be3a4c543c7636d89fefd10b078e7c
demo_0740
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_0741
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_0742
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
demo_0743
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_0744
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_0745
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_0746
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_0747
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_0748
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_0749
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_0750
2026-01-01T00:00:00
Tool-calling traces and CI integration
tool_trace
expert
Demonstrate tool_trace for Tool-calling traces and CI integration in Rust.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
256c808b21b4248d2f7c4c8c03d35d40bff23d5c
demo_0751
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_0752
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_0753
2026-01-01T00:00:00
MoE expert routing for code
self_grade
advanced
Demonstrate self_grade for MoE expert routing for code in Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
2f0099d7d55722348ce0b94bc5863892091131f8
demo_0754
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_0755
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_0756
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_0757
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_0758
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_0759
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_0760
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_0761
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_0762
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_0763
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_0764
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_0765
2026-01-01T00:00:00
Tool-calling traces and CI integration
self_grade
advanced
Demonstrate self_grade for Tool-calling traces and CI integration in TypeScript.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
47ed1415b5f3bf9882a334b6c73ccdeb3ada9c95
demo_0766
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 Python.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
d867ab5b1b03795a650f259437a08f64961f7a87
demo_0767
2026-01-01T00:00:00
MoE expert routing for code
patch_diff
expert
Demonstrate patch_diff for MoE expert routing for code in Python.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
cdab494c7ea40443854dc9e76f81d9692cba5fad
demo_0768
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_0769
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_0770
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_0771
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_0772
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_0773
2026-01-01T00:00:00
Tool-calling traces and CI integration
tool_trace
advanced
Demonstrate tool_trace for Tool-calling traces and CI integration in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
b1f3c1daa457ede0e06e5e190d15d6e50635238b
demo_0774
2026-01-01T00:00:00
MoE expert routing for code
eval
advanced
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_0775
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_0776
2026-01-01T00:00:00
Agentic coding systems (plan→edit→test→reflect)
self_grade
expert
Demonstrate self_grade for Agentic coding systems (plan→edit→test→reflect) in Rust.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "Rust", "frontier_demo": true }
0380156739222f10ebd520393e1597c16111cff1
demo_0777
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_0778
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_0779
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_0780
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_0781
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_0782
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_0783
2026-01-01T00:00:00
Self-grading and automated critique
patch_diff
expert
Demonstrate patch_diff for Self-grading and automated critique in Python.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
dabe0c58e324c9c8c2bdbfe80d61536a1063518d
demo_0784
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_0785
2026-01-01T00:00:00
Tool-calling traces and CI integration
patch_diff
expert
Demonstrate patch_diff for Tool-calling traces and CI integration in TypeScript.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
b70cf5f1b56ffca136b21a28a0f03cb2993dfc03
demo_0786
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_0787
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 TypeScript.
{ "score": 9, "confidence": 0.9, "notes": "Tests passed; minimal diff; safe." }
{ "brand": "Within Us AI", "language": "TypeScript", "frontier_demo": true }
fab772571976b248bba6e42050c283d2dcacdc46
demo_0788
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 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_0789
2026-01-01T00:00:00
Self-grading and automated critique
patch_diff
expert
Demonstrate patch_diff for Self-grading and automated critique in Python.
"```diff\n- return a/b\n+ if b==0: raise ValueError('division by zero')\n+ return a/b\n```"
{ "brand": "Within Us AI", "language": "Python", "frontier_demo": true }
dabe0c58e324c9c8c2bdbfe80d61536a1063518d
demo_0790
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_0791
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_0792
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_0793
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_0794
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_0795
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 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_0796
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_0797
2026-01-01T00:00:00
Tool-calling traces and CI integration
tool_trace
advanced
Demonstrate tool_trace for Tool-calling traces and CI integration in Go.
[ { "tool": "checkout", "args": { "commit": "abc123" } }, { "tool": "run_tests", "args": { "suite": "unit" } }, { "tool": "apply_patch", "args": { "files": 1 } }, { "tool": "run_tests", "args": { "suite": "full" } } ]
{ "brand": "Within Us AI", "language": "Go", "frontier_demo": true }
b1f3c1daa457ede0e06e5e190d15d6e50635238b
demo_0798
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_0799
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