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 …
Tag
Agentic
Trustworthy AI Agents: The Trustworthy AI Blueprint
5 minutes
Bringing together all 16 primitives into a single, coherent architecture. The capstone: Operational Risk Modeling.
Trustworthy AI Agents: Distributed Agent Orchestration
12 minutes
Agents need a control plane. Routing, scheduling, failover, cost-aware prioritization, and cross-agent coordination must be first-class …
Trustworthy AI Agents: Resource Governance
10 minutes
Infinite task loops and runaway agents are already common failure modes. We need quota systems, throttling, and prioritization baked in.
Trustworthy AI Agents: Agent Lifecycle Management
8 minutes
Like microservices, agents need versioning, deployment pipelines, and safe deprecation paths.
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: Verifiable Audit Logs
9 minutes
How to make every agent action tamper proof and cryptographically verifiable for compliance and forensic analysis.
Trustworthy AI Agents: Agent Identity & Attestation
8 minutes
Go beyond API keys. Learn to engineer trustworthy AI agents with verifiable identity and attestation using the SPIFFE framework and a Python …
Trustworthy AI Agents: Prompt Injection Protection
5 minutes
Why prompt injection is a critical vulnerability for AI agents. This guide covers detection techniques, architectural patterns, and a Python …
Your Most Powerful User Is Your Growing Security Blind Spot
4 minutes
AI agents are a powerful new tool, but they also represent a growing security blind spot. Traditional security models are failing and a Zero …