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Title: Integrate checkpoint continuation with judge lifecycle hardening by loopx-agent · Pull Request #1 · loopx-agent/EdgeBench · GitHub

Open Graph Title: Integrate checkpoint continuation with judge lifecycle hardening by loopx-agent · Pull Request #1 · loopx-agent/EdgeBench

X Title: Integrate checkpoint continuation with judge lifecycle hardening by loopx-agent · Pull Request #1 · loopx-agent/EdgeBench

Description: EdgeBench: Unveiling scaling laws of learning from real-world environments - Integrate checkpoint continuation with judge lifecycle hardening by loopx-agent · Pull Request #1 · loopx-agent/EdgeBench

Open Graph Description: This integration combines native checkpoint continuation with the judge lifecycle improvements proposed in EdgeBench #26. A restored run keeps its original registration, absolute deadline, feedback...

X Description: This integration combines native checkpoint continuation with the judge lifecycle improvements proposed in EdgeBench #26. A restored run keeps its original registration, absolute deadline, feedback...

Opengraph URL: https://github.com/loopx-agent/EdgeBench/pull/1

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Integrate checkpoint continuation with judge lifecycle hardeninghttps://github.com/loopx-agent/EdgeBench/pull/1#top
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Oct 15, 2026https://github.com/loopx-agent/EdgeBench/pull/1#issue-5871339468
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October 14, 2026 01:47https://github.com/loopx-agent/EdgeBench/pull/1#commits-pushed-45bc852
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feat(harness): stabilize long-running judge lifecyclehttps://github.com/loopx-agent/EdgeBench/pull/1/commits/45bc852ee1bad1d5a09de0ad7e526df5d928970b
45bc852https://github.com/loopx-agent/EdgeBench/pull/1/commits/45bc852ee1bad1d5a09de0ad7e526df5d928970b
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feat(judge): allow app-local backend factoryhttps://github.com/loopx-agent/EdgeBench/pull/1/commits/75be2d24cbaec8ae2ef9fd0a50bef7f7a035463d
75be2d2https://github.com/loopx-agent/EdgeBench/pull/1/commits/75be2d24cbaec8ae2ef9fd0a50bef7f7a035463d
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test(judge): keep synthetic backend contract explicithttps://github.com/loopx-agent/EdgeBench/pull/1/commits/9d6dbeb0377e32570278b4464f065dbdecb21282
9d6dbebhttps://github.com/loopx-agent/EdgeBench/pull/1/commits/9d6dbeb0377e32570278b4464f065dbdecb21282
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feat(harness): continue restored registrations under the original dea…https://github.com/loopx-agent/EdgeBench/pull/1/commits/fd5c7b9c0d458a1161546e7fcb94da2084d3eaf0
fd5c7b9https://github.com/loopx-agent/EdgeBench/pull/1/commits/fd5c7b9c0d458a1161546e7fcb94da2084d3eaf0
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test(harness): qualify restored work and deadline failure boundarieshttps://github.com/loopx-agent/EdgeBench/pull/1/commits/decf67c3937db8ae95bd2e713d4da3d6fa23185c
decf67chttps://github.com/loopx-agent/EdgeBench/pull/1/commits/decf67c3937db8ae95bd2e713d4da3d6fa23185c
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fix(harness): recover and budget host judge capacityhttps://github.com/loopx-agent/EdgeBench/pull/1/commits/93231f315922ce2a6082667847fbbe7ec31fca2a
93231f3https://github.com/loopx-agent/EdgeBench/pull/1/commits/93231f315922ce2a6082667847fbbe7ec31fca2a
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Integrate native restored execution into checkpoint providerhttps://github.com/loopx-agent/EdgeBench/pull/1/commits/c6bc334ca0687c7cf16d5d5d3e7569bf35a2d1c8
c6bc334https://github.com/loopx-agent/EdgeBench/pull/1/commits/c6bc334ca0687c7cf16d5d5d3e7569bf35a2d1c8
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Integrate judge lifecycle with checkpoint-safe admission and confirme…https://github.com/loopx-agent/EdgeBench/pull/1/commits/d5b1c5ad2fac17de436dc181a5a0448edd21ef78
d5b1c5ahttps://github.com/loopx-agent/EdgeBench/pull/1/commits/d5b1c5ad2fac17de436dc181a5a0448edd21ef78
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test(harness): qualify restored execution with shared host budgetshttps://github.com/loopx-agent/EdgeBench/pull/1/commits/f688be99b22b5a075e8b0b41eb5f58c487204481
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