When the AI Gateway Becomes the Weakest Link: Command Execution in LiteLLM's MCP Test Endpoints
When the AI Gateway Becomes the Weakest Link: Command Execution in LiteLLM's MCP Test Endpoints AI gateways have quietly become production infrastru…
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33,005 Internet-Reachable LiteLLM Gateways: Measuring the AI Gateway Attack Surface After CVE-2026-59822
33,005 Internet-Reachable LiteLLM Gateways: Measuring the AI Gateway Attack Surface After CVE-2026-59822 CVE-2026-59822 is an authentication bypass…
Why LLM Load Tests Are Costing You Thousands
You kick off a load test on your OpenAI integration. By the time it fails at 100,000 requests, you've spent $3,000 on tokens. The failure wasn't in…
LLM Load Testing Is Burning Your API Budget
In 2026, you kick off a stress run against your OpenAI integration. The scenario is straightforward: simulate 100,000 requests at peak concurrency,…
Why Should Your Electricity Bill Subsidize an AI Data Center?
AI infrastructure needs electricity at a scale that is forcing utilities to rethink generation, transmission, substations, interconnections, and lon…
Harness Engineering
Why production AI is 90% harness and 10% model. And what most pilots miss. Blake Aber · Predicate Ventures · 2026 The gap between an AI demo that la…
Using LLM for Dialogue Management
Dialogue management is the process of tracking conversational state and deciding what an agent should say or do next. Classical systems split this i…