The Autonomous Horizon, Part 4: Governed Execution and Control at Machine Speed
12 minutes
As enterprises move to machine-speed execution, governance has to move with them. That means embedding control into the operating fabric …
Tag
Security
Engineering the Trustworthy Autonomous Enterprise
2 minutes
A detailed look at transitioning from supervised AI copilots to autonomous agentic systems and the 16 architectural primitives required for …
Security Advisory: Resilience in the Face of the LiteLLM Supply Chain Incident
3 minutes
Sakura Sky confirms zero impact from the LiteLLM supply chain hack (v1.82.7/8). Learn how our 'Zero-Value Target' architecture and Sentinel …
Sakura Sky Is Now a Vanta Partner
2 minutes
Sakura Sky is now a Vanta partner, helping GCP organisations streamline SOC 2, ISO 27001, and HIPAA with advisory support plus compliance …
Trustworthy AI Agents: Secure Memory Governance
6 minutes
Agents increasingly rely on long-term memory, embeddings, caches, and shared state. We need strong security and governance primitives around …
Trustworthy AI Agents: Secure Multi-Agent Protocols
6 minutes
Agents need a standardized, authenticated, encrypted, and versioned protocol for inter-agent communication. Right now it is wild-west JSON …
Trustworthy AI Agents: Formal Verification of Constraints
7 minutes
Agents that act autonomously must obey provable invariants. Formal verification provides the missing guardrails for constraints like 'never …
Trustworthy AI Agents: Deterministic Replay
26 minutes
Debugging agents is nearly impossible today. We need the ability to record and replay runs deterministically to diagnose errors and …
Trustworthy AI Agents: Adversarial Robustness
8 minutes
Models need to withstand data poisoning, prompt injection, and inversion attacks. A cleverly crafted input can collapse your system. This …
Trustworthy AI Agents: Kill Switches and Circuit Breakers
10 minutes
Why autonomous agents need hard limits, circuit breakers, and emergency stop mechanisms to prevent runaway execution and cascading failures.
Trustworthy AI Agents: Verifiable Audit Logs
9 minutes
How to make every agent action tamper proof and cryptographically verifiable for compliance and forensic analysis.
Trustworthy AI Agents: Policy-as-Code Enforcement
6 minutes
Guardrails must be enforced at runtime, not left as developer best practices. Just like infrastructure-as-code, compliance must be baked …