Fractional coloring bounds safe merges of parallel agent edits
Verified merging keeps a 1 over fractional-chromatic-number share of local gains and cuts route wall time 15%.
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Verified merging keeps a 1 over fractional-chromatic-number share of local gains and cuts route wall time 15%.
Restarting LLM research agents by forgetting search history improves discovery by up to 39 percent versus one agent.

Anthropic launched Claude Code Projects in beta, letting one conversation spawn parallel cloud sessions on separate branches that continue after logout.
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