AI Cyber Defense
Pause or restrict affected automation through approved procedures, rotate dependencies in order and validate the source of resumed jobs. Avoid blindly restoring a previous secret store.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Rebuild trust in automation after credential compromise
AI Cyber Defense
Label each entry as observed, inferred or unresolved and bound uncertain timing. Keep conclusions traceable to source records and preserve later corrections.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Document incident timelines with measured certainty
AI Cyber Defense
Measure security and business recovery separately and retain reasons for necessary delays. Compare exercises using the same evidence and outcome criteria.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Choose incident metrics that reflect operational outcomes
AI Cyber Defense
Use approved synthetic events and reversible lab actions to test the chosen boundary. Record what the substitute proves and which real-world behavior it does not reproduce.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Run purple-team validation with benign substitutes
AI Cyber Defense
Provide time-bounded named access through the existing approved channel with monitored activity. Keep evidence sharing and administrative access separately scoped.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Validate third-party response access during a crisis
AI Cyber Defense
Create remediation work that names the expected security behavior and service impact. Track unresolved dependencies and avoid treating policy publication alone as technical closure.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Convert incident lessons into verifiable control changes
AI Cyber Defense
Make exception retirement part of return-to-service approval. Transfer required ongoing access into the normal reviewed process and preserve incident audit records.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Retire emergency access and exceptions after recovery
AI Cyber Defense
Explain the observed behavior, business consequence and corrective action in plain language. Keep AI attribution explicitly qualified and separate from proven access or data loss.
Incident response, recovery and professional validation2 min read
Read article : AI Cyber Defense: Publish defensible executive conclusions after an AI-related incident
AI Agents
Detailed practical guide
Implement an application-side completion validator that rejects a fluent but incomplete incident summary.
Agent task design4 min read
Start practice : AI Agents: Acceptance criteria
AI Agents
Use a fixed sequence for predictable steps and reserve model-directed choices for uncertain branches.
Agent task design1 min read
Read article : AI Agents: Workflow or autonomous loop
AI Agents
Detailed practical guide
Enforce a read-only agent toolset in the executor and prove that asking for a write cannot grant that permission.
Agent task design4 min read
Start practice : AI Agents: Smallest useful toolset
AI Agents
Split a broad objective into independently verifiable deliverables with clear dependencies.
Agent task design1 min read
Read article : AI Agents: Task decomposition