Your AI agent’s sandbox might seem safe until it isn’t. Discover why container isolation alone fails to protect production and the S.E.A.L. framework you need right now.
agentic ai
22 Articles
Your AI agent forgets conversations across sessions. Here’s why, and the three-layer memory architecture that actually works for production systems.
Concrete comparison framework evaluating self-hosted open-source agents (OpenDevin, Aider, Devon) against hosted solutions (v0, Claude Code agent tier) for engineering directors choosing their AI agent strategy.
You trust your AI agent too much until it escalates privileges silently through chained tool calls. Learn how to define non-negotiable handoff boundaries, build effective review gates, and implement kill-switch mechanisms that prevent runaway autonomy.
Evaluasi model itu gampang-gampang susah, tapi 5 kesalahan di bawah ini bikin production crash tanpa kamu sadari. Simak sebelum terlambat!
Container bukan tembok besi. Pelajari 7 vektor escape yang masih banyak dilewatkan engineer AI agent, dan framework S.E.A.L. untuk proteksi praktis di lingkungan Kubernetes.
Pernah nggak kamu ngerasa sistem production kamu sehat, tapi tiba-tiba user komplain error? Atau update yang seharusnya…
Pernah nggak sih lo ngerasa coding itu kayak ngerjain PR matematika yang sama berulang-ulang? Lo tau jawabannya,…
EU AI Act dan EO AS punya lubang fatal: tidak mengatur serangan otonom oleh frontier model yang bertindak sebagai agen mandiri. Ini gap analisis lengkap untuk policymakers & legal team.
SaaS tools terbaru untuk scan perilaku model AI, klasifikasi risk tier EU AI Act, dan generate audit trail compliance-ready. Cocok buat developer AI, CTO, dan compliance tech buyer yang nggak sempat baca 1.500 halaman regulasi.