Gate every agent deployment against the Lethal Trifecta.

Shared entities / Shared topic / Earlier coverage

Agentjacking: a write-only Sentry key turns your error tracker into a remote shell

Both cover Lethal Trifecta, Strip; overlapping topics (agent, data, input); earlier Lethal Trifecta coverage from 2026-06-14.

Shared entity: Gate / Shared topic / Earlier coverage / Tension

Gate agent CI on pass^k consistency, not a single green run.

Both cover Gate; overlapping topics (against, agent, gate); earlier Gate coverage from 2026-06-08.

Shared entity: Gate / Shared topic / Earlier coverage

Enforce one-task, one-branch, one-worktree, one-agent, and stop scaling past 5–7.

Both cover Gate; overlapping topics (agent, back, gate); earlier Gate coverage from 2026-06-08.

Shared entity: Gate / Shared topic / What happened next

MUSE-Autoskill tests agent-written skills before reuse

Both cover Gate; overlapping topics (agent, gate); picks up the Gate thread on 2026-06-30.

Shared entity: Defense / Shared topic / Earlier coverage

Log-to-Leak: MCP Tool Logging as Covert Exfiltration Channel.

Both cover Defense; overlapping topics (channel, data); earlier Defense coverage from 2026-03-23.

Anthropic Blocks Industrial-Scale Distillation: 24K Accounts, 16M Exchanges

Both cover Defense; overlapping topics (access, agent); earlier Defense coverage from 2026-03-07.

Shared entity: WAFs / Shared topic / Earlier coverage

MCP Security: Three Critical Vulnerabilities in One Day

Both cover WAFs; overlapping topics (access, data); earlier WAFs coverage from 2026-02-28.

Shared topic / Tension

Validate your AI agent benchmarking harness against Berkeley's seven vulnerability patterns.

Overlapping topics (access, against, agent, input); pushes against this story (against).