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Patch with love, test with light, rotate your keys before midnight.

A short security poem for teams patching before the owl notices.

Owl-themed, security focused, and downloadable. Click the image to open it, or save the PNG.

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AI security, every Wednesday

HackWednesday delivers practical AI security analysis for teams defending real systems.

HackWednesday focuses on AI in security: model evaluation, SOC copilots, AppSec workflows, incident response acceleration, and the operational tradeoffs security teams face when deploying LLMs.

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The HackWednesday mascot now anchors the landing page visuals with a calmer grove setting.

AI Security Readiness Score

Answer six control questions to estimate whether your organization is ready for AI agents, model gateways, coding assistants, and machine-speed cyber activity.

50
Managed

You have useful controls, but gaps remain where agent autonomy, tool access, or logging can outpace governance.

InventoryDo you know which AI assistants, agents, model gateways, and coding tools are active in your environment?
IdentityDo AI agents and automation have distinct identities instead of shared human or admin credentials?
Data BoundariesCan you prevent sensitive data, source code, prompts, and tool outputs from leaving approved boundaries?
Tool PermissionsAre agent tools, MCP servers, browser actions, shell access, and code execution gated by risk?
MonitoringCan security reconstruct what an AI agent read, called, changed, generated, or attempted?
Incident ResponseDo incident playbooks cover AI-agent misuse, prompt injection, model gateway compromise, and runaway automation?

Recommended next actions

  1. Create an AI asset inventory that includes owner, business use, model/provider, data access, tools, and environment.
  2. Assign every agent, bot, scanner, and workflow its own identity with scoped permissions and expiration.
  3. Add model-gateway policy, data classification, prompt redaction, and egress rules for sensitive workflows.
  4. Separate read-only analysis from write actions, production changes, credential operations, and external calls.

High-intent AI security paths, no scrolling maze.

Tools

Run readiness checks

AI security score, CISO planning, agent governance, and practical checklists.

Radar

Track conferences

Upcoming AI security events, videos, and coverage angles worth watching.

AI in Security2026-08-08

HackWednesday AI Security DeskAI DeskNeeds review

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