Agents
DeepSeek Harness 0.1.7 turns agent configuration into a runtime plugin surface
DeepSeek Harness 0.1.7 makes agent capabilities more dynamically composable. Aipolix examines the benefits and the new operational risks.
Agent harness
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Agents
OpenAI turns the Codex agent harness into a managed API
OpenAI launches Agents API in public beta, separating managed Codex orchestration from selectable execution environments and changing the agent infrastructure boundary.
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Research
Context privilege escalation turns agent memory into a security boundary
A study across 12 agent harnesses shows how context can gain authority across roles and scopes, making provenance-aware non-escalation controls a runtime requirement.
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Research
CordisBench shows where agent harnesses should replace reasoning with verification
CordisBench finds that models struggle with growing harness lifecycle interactions even when software can compute the tested state consequences exactly.
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Research
HarnessDev shows why self-improving agents need release gates
HarnessDev shows why evolving AI agent harnesses need hidden-task validation, executor checks, runtime evidence and rollback before promotion.
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Research
openJiuwen turns the coding-agent harness into a measurable systems layer
openJiuwen proposes a composable, runtime-adaptive coding-agent harness and shows why model-matched benchmark audits matter for agent engineering.
