AWS MCP server OAuth audience vulnerability GHSA-4prq-p2x5-w9fh explained: how confused deputy attacks work, why v1.6.0 needs configuration, and how to test.
Agent memory erasure fails silently. AfterDeleteBench shows how vector embeddings and cached summaries leak deleted data—and what compliant erasure actually requires.
Hugging Face malware via trust_remote_code hijacks GPU nodes silently. Learn to pin commits, block egress, and harden your AI pipeline now.
AI agent cost optimization starts before model-switching. Audit cache misses, call loops, and effort levels to cut inference spend without sacrificing quality.
AGENTS.md prompt injection hijacks coding agents by exploiting file trust. Learn how attackers plant malicious directives—and how to defend your AI pipelines.
AI banking loan automation cut underwriting cycle time 95% at Customers Bancorp. Get the real numbers, compliance risks, and what banks should question first.
OpenAI GPT-4o deprecation migration made simple: follow our 10-week runbook to hit the January 6 fine-tuning deadline and avoid costly API outages.
Claude Code blockWritesOutsideWorkingDirectories blocks Write and Edit tools—but sed -i bypasses it completely. Learn what /rewind misses and how to close the gap.
x402 payment security vulnerabilities explained: audit uncapped spending, Solana verifier bypass, and signature replay before npm audit catches nothing.
LiteLLM supply chain attack exposed how AI gateways concentrate credentials across every LLM provider. Learn the attack mechanics and how to harden your stack.
Context window compaction security gaps let forged approvals survive LLM summarization. Learn how compaction laundering works and how to stop it.
T-Mobile AI call reduction is reshaping telecom care. See what's verified, what's not, and where AI's real ROI in customer service actually comes from.