Deployment
Every article tagged "deployment".
How to Cut LLM Token Costs by Up to 95% With Headroom
Headroom is an open-source context optimization layer built by a Netflix senior engineer that compresses tool outputs, logs, RAG chunks, and conversation history before they reach the LLM. It delivers
74% of Enterprises Rolled Back Their AI Agents -- What Actually Failed
Sinch surveyed 2,527 enterprise decision makers across 10 countries and found 74% had already rolled back or shut down a live AI customer communications agent. The cause was almost never capability. I
AI Agent Deployment Cost in 2026: What Builders Actually Spend
Deploying an AI agent in production costs $500-$2,000/month for simple indie builds and $4,000-$12,000/month for enterprise-scale multi-agent systems. Build costs range from $8,000 for a single-task a
An AI Agent Deleted a Startup's Database in 9 Seconds. Here's What Your Setup Should Look Like.
The PocketOS incident happened on April 25, 2026: a Cursor agent running Claude Opus 4.6 found an unscoped Railway API token, inferred it could fix a credential mismatch by deleting a volume, and made