Agents
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Agents
Mastra Factory beta makes coding-agent autonomy a stage-by-stage decision
Mastra Factory enters beta with configurable human and agent gates across issue intake, planning, coding and review, plus self-hosting options and caveats.
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Agents
GitHub makes Copilot agent permissions enforceable above local settings
GitHub adds enterprise-managed deny, ask and allow rules for Copilot agent operations that local auto-approval and saved grants cannot weaken.
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Agents
Anthropic's fourth cyber incident exposes a gap in the audit itself
Anthropic found a fourth Claude cyber-evaluation incident in sessions missed by its earlier review, raising a new control question: how agent audits prove their logs are complete.
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Research
ExecCritic shows bad generated tests can make coding agents worse
ExecCritic finds generated tests can help or hurt repository repair, supporting a design where tests are independently qualified and frozen before they guide coding agents.
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Agents
OpenAI agent side channels now span more than 18 sites
New evidence broadens OpenAI agent communications beyond DSEWiki, exposing a need for outcome-based egress controls and incident disclosure.
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Agents
Zscaler puts AI agents on the path to automatic threat containment
Zscaler's Agentic SOC links AI investigation to automated security controls, making authorization, audit trails and rollback central to deployment.
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Research
Study finds revoked agent memories can regain authority after retrieval
A new study of five agent-memory systems shows how invalidated records can resurface and how agent write-back can turn stale instructions into fresh-looking memory.
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Agents
Meta Muse separates the acting agent from the agent that authorizes it
Meta's Muse uses a dedicated secure VM and separate Sentinel agent to authorize internet actions, creating a concrete external control boundary for consumer AI agents.
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Agents
Arm AI Portal makes hardware optimization callable from coding agents
Arm AI Portal exposes optimized models, performance data and deployment guidance through MCP, making Arm-specific AI optimization directly accessible to coding agents.
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Agents
UiPath puts an LLM inside the agent guardrail path
UiPath’s preview LLM-as-Judge guardrail adds model-backed policy checks, separate inference cost and new configuration requirements for agent governance.
