AI Governance & Compliance
GDPR for AI Systems: Data Subject Rights and Erasure
How GDPR data subject rights apply to AI pipelines, what Article 17 erasure requires technically, and the design patterns that make compliance tractable.
Blog
Insights & updates
AI agent security, identity, governance, cost, and the engineering behind the control plane.
Platform & Operations
MCP Server Authentication: OAuth 2.1 vs API Keys
OAuth 2.1 vs API keys for MCP servers after the Nov 2025 spec: PKCE, RFC 8707 resource indicators, token lifetimes, revocation, and when each fits.
AI Governance & Compliance
The EU AI Act Explained for Engineering Teams
EU AI Act for engineers after the 2026 Digital Omnibus: Annex III moves to Dec 2027, Art. 49/50 land 2 Aug 2026, plus a concrete readiness path.
AI Agent Security
Why AI Infrastructure Needs a New Security Model
Traditional IAM secures human users, not AI agents making thousands of calls per minute. Why a connection-centric model is the right foundation.
AI Governance & Compliance
Building an AI Agent Inventory
How to discover, register, and maintain every AI agent you deploy — the foundational inventory that access policies, spend caps, and audit trails depend on.
Platform & Operations
Securing MCP Servers: An Authentication Guide
Most MCP servers ship with no authentication. Learn how to add identity verification, per-caller tool scoping, and guardrails to production servers.
AI Agent Security
AI Agent Security: The Complete Guide
The complete guide to AI agent security: identity, authorization, connection policies, content guardrails, monitoring, and incident response in one place.
AI Strategy
Guardrails vs Policies: Understanding AI Infrastructure Controls
Guardrails check content appropriateness; policies enforce rate limits and time windows. Both layers are required — neither substitutes for the other.
AI Governance & Compliance
What Is AI Agent Governance?
AI agent governance defines the runtime controls — identity, authorization, guardrails, budgets, and audit trails — that keep autonomous agents accountable.
AI Strategy
Building Secure Multi-Agent Workflows
Secure multi-agent workflows with authentication at every hop, scoped delegation tokens, and content guardrails on every message—three patterns explained.
Platform & Operations
Scoping MCP Tool Permissions: Least Privilege for Tools
Grant AI agents the minimum MCP tool access they need — no more. Learn how allow-lists, per-tool rate limits, and policy gates prevent blast-radius breaches.
AI Agent Security
The Rise of Shadow AI: Why Governance Matters
Shadow AI grows faster than shadow IT. The three risk categories it creates and how a governance framework closes the visibility gap before incidents occur.
Platform & Operations
MCP Server Security: A Complete Checklist
A practical MCP server security checklist covering authentication, tool-level authorization, rate limits, forensic logging, and monitoring for agents.
Platform & Operations
What Is the Model Context Protocol (MCP)? A Practical Guide
MCP gives AI agents a standard way to call external tools and retrieve context. Learn what it is, how it works, and the security controls it needs.
Platform & Operations
API-First: The Praesidia API Surface
Every platform action is an API call. Learn how Praesidia's OpenAPI-described surface lets you automate governance, integrate tooling, and extend the platform.
Platform & Operations
The Platform Admin Console
The platform admin console gives super-admins cross-tenant visibility, DLQ triage, two-person governance controls, and GDPR erasure on a separate access plane.
Platform & Operations
Real-Time Events over WebSocket
A persistent, authenticated WebSocket stream replaces polling for agent tasks, workflow runs, and budget alerts — and what safe multi-tenant fan-out requires.
Platform & Operations
Health Probes and Readiness for AI Infrastructure
How to design liveness and readiness probes for AI services — what to check, how to avoid false positives, and what a production health surface looks like.
Platform & Operations
Webhooks and SIEM Forwarding
Stream AI agent events to your own systems and forward security signals to a SIEM — so agent activity is visible in the tooling your team already uses.
Platform & Operations
Organization API Keys and Scopes
Issue, scope, and rotate organization API keys to give each integration only the access it needs — and limit blast radius when a credential is exposed.
Platform & Operations
Closing the Loop with a Product Feedback Board
Turn scattered user requests into ranked roadmap signal with a built-in feedback board that supports voting, moderation, and multi-tenant visibility.
Platform & Operations
Slack and Multi-Channel Alerting
Route AI agent budget alerts, guardrail violations, and task failures to Slack and other channels with a reliable, tenant-isolated dispatcher pattern.
Platform & Operations
Unsubscribe, Suppression, and Preference Centers
Build a compliant email opt-out system with enforced suppression lists, per-category preferences, and bounce handling that protects your sender reputation.
Platform & Operations
Transactional Email and Templates
Reliable transactional email for AI platforms: how consistent templates, authenticated sending, and delivery safeguards keep security and billing flows intact.