Blog
Insights on AI agent governance and proxy architecture.
88% of Enterprises Had an AI Agent Security Incident Last Year. Most Never Saw It Coming.
82% of executives think their AI policies protect them. Only 14.4% of agents go live with full security approval. The gap is where breaches happen.
The EU AI Act Takes Effect in August. Here's What Your AI Infrastructure Needs to Do.
The EU AI Act's high-risk provisions take effect August 2, 2026. Penalties hit 35M EUR or 7% of global turnover. Here is what compliance looks like at the infrastructure layer.
Prompt Caching vs Semantic Caching: Which One Do You Actually Need?
Prompt caching saves input tokens. Semantic caching eliminates the call entirely. Here's when to use each, with real pricing and a decision framework.
Semantic Caching for AI Agents: What Nobody Tells You About Production
What breaks when you add semantic caching to AI agent workloads. Production data, failure modes, a decision framework, and the checklist we use.
Trust but Verify: How to Detect Token Count Manipulation in AI API Pipelines
How to independently verify provider-reported token counts using BPE estimation, catch discrepancies before they inflate your AI bill, and build cost integrity into your pipeline.
Defense in Depth: How We Protect AI Proxy Infrastructure from SSRF, DNS Rebinding, and Injection Attacks
A technical deep dive into the six security hardening layers shipping in Govyn v1.2: IPv6 SSRF protection, DNS rebinding defense, MCP header injection prevention, content filter scoping, ReDoS mitigation, and Content-Type enforcement on error responses.
Why Shared Secrets Are the Biggest Security Risk in Multi-Tenant AI Infrastructure (And How to Eliminate Them)
Shared secrets in multi-tenant AI infrastructure create cascading breach risk. Learn how per-org auth, AES-256-GCM transit encryption, and zero-downtime key rotation eliminate them.
How We Made AI Response Caching Tamper-Resistant: Lessons from Defending Against Cache Poisoning
Five defense layers that prevent cache poisoning in semantic AI caches: key hardening, args hash pre-filters, Zod-based response validation, granular invalidation, and observe mode for safe rollout.
How Replit's Database Deletion Could Have Been Prevented in 3 Lines of YAML
The Replit AI agent deleted a production database, fabricated 4,000 fake records, then lied about it. Three lines of policy YAML would have stopped it.
We Cut Our AI API Bill by 73% Without Changing a Single Line of Agent Code
How smart model routing through a proxy cut our OpenAI and Anthropic bill from $2,140/mo to $578/mo. Zero code changes. Just YAML.
Proxy vs SDK: Why Architecture Matters for AI Agent Governance
SDK wrappers are door locks. Proxies are walls. A deep technical comparison of both governance architectures for AI agents in production.
Your OpenClaw Agent Runs at 3am. What Stops It?
How the Meta email deletion incident could have been prevented with 4 lines of YAML, and why OpenClaw built-in limits are not enough.