DigitalOcean BlogMulti Author Blogs4 min read
Prompt Caching is GA on DigitalOcean Serverless Inference: Up to 90% Off the Context Your Agents Resend
Prompt caching is now generally available on DigitalOcean Serverless Inference, across supported models in our open model catalog, with no changes to your request code required. Cached input is billed at up to 90% off and time to first token drops by up to 80%.* An agent never…
DigitalOcean BlogMulti Author Blogs10 min read
Critical PHP RCE Vulnerabilities: Patch Now (CVE-2026-109618, CVE-2026-109619)
DigitalOcean is aware of two critical remote code execution (RCE) vulnerabilities in PHP, tracked as CVE-2026-109618 and CVE-2026-109619 , publicly disclosed on October 21, 2026. Either allows an attacker to execute arbitrary code on a server running PHP, potentially resulting…
DigitalOcean BlogMulti Author Blogs10 min read
Product Security in the Post-AI Era
AI hasn’t changed what secure software looks like, but what has changed is almost everything about how software gets built. Security programs designed around old processes are anchored to points on a lifecycle that no longer exist. Last month, DigitalOcean’s Product Security…
DigitalOcean BlogMulti Author Blogs23 min read
Building a computer that can pause and resume in milliseconds: Inside the MicroVM architecture behind Managed Agents
An agent starts a test suite, edits a file, calls a model, and waits. Later, it resumes work with the same processes, files, and context. Sometimes it needs to fork that environment and try two approaches at once. These workloads force a tradeoff on conventional infrastructure.…
DigitalOcean BlogMulti Author Blogs12 min read
Inside Action Gateway in Managed Agents
A coding agent finishes a change and wants to open a GitHub issue with a link to its results. The agent can describe the issue, but creating it belongs to a different system. It needs a tool that can access GitHub, a connection with permission to use the correct account, and a…
DigitalOcean BlogMulti Author Blogs4 min read
DigitalOcean Inference Router Enhancements: Performance Tuned Routing, No Rules to Write
Every few weeks, a new model steps up and claims best-in-class at something. The launch chart makes the case, the link makes the rounds, and your team is back to the question nobody has time for: should we switch? The answer takes a week of evals, side-by-side tests and debate,…
DigitalOcean BlogMulti Author Blogs5 min read
Introducing DigitalOcean Agent Data Services: The Data Foundation for Agents
Agents are only as capable as the context they can reach. An agent with reliable access to the right information makes decisions grounded in fact; one without it guesses. And the work agents produce is itself a critical asset: every execution trace, intermediate result, and…
DigitalOcean BlogMulti Author Blogs4 min read
Introducing DigitalOcean Insights: Built-in Observability for Your Agents, Applications, and Infrastructure
Coding agents have changed how fast teams ship, and more of the software they ship now includes agents. A production agent spans model calls, routing decisions, tools, and the infrastructure underneath. When an agent run slows down or fails, the cause could be anywhere in that…
DigitalOcean BlogMulti Author Blogs6 min read
Introducing DigitalOcean Signals and Simulations: see how your agents and models really behave in production, then test the fix before it ships
You ship an agent. It mostly works. Then the feedback loop becomes a support ticket: a user got the wrong answer, a tool call looped four times, a refund went out that shouldn’t have. Standard observability tells you the system was up and the latency was fine. It can’t tell you…
DigitalOcean BlogMulti Author Blogs5 min read
DigitalOcean MicroVMs: Fast, isolated compute for your AI agent infrastructure
Coding-agent platforms, sandbox products, and code-execution services all need the same thing: isolated machines that start up fast, retain their state between bursts of work, and don’t consume compute when idle. If you build it yourself, you’ll have to lease compute capacity…
DigitalOcean BlogMulti Author Blogs2 min read
Account Control, Every Layer: From Your Organization to Every Session
If you run a multi-team organization, you need to see what each team can provision and change it without filing a ticket. If you sign in to DigitalOcean every day, you want to decide how long you stay signed in. Two new controls handle both. Resource Limits gives org Owners and…
DigitalOcean BlogMulti Author Blogs8 min read
Introducing Agent Droplets: everything an agent needs, one price, one bill
Last week we launched DigitalOcean Managed Agents in public preview: a managed runtime, governed access to more than 16,000 tools, serverless inference, and persistent memory and storage, all on one cloud. Developers have already started thousands of agent sessions. Today we’re…
DigitalOcean BlogMulti Author Blogs4 min read
DigitalOcean MicroVMs: the Compute foundation for building your AI agent infrastructure (private preview)
An AI agent uses compute differently than a traditional application. Over a single session, it writes and runs code, calls a model, and waits on a tool or a person before picking the work back up. As a result, it needs real compute in short, intensive bursts. It also needs a…
DigitalOcean BlogMulti Author Blogs9 min read
How DigitalOcean Manages Credentials for Autonomous Agents
Built to align with NVIDIA’s Open Agent Safety Platform strategy for securing autonomous agents Consider an agent investigating a duplicate charge. It reads the customer’s email, checks their billing history, issues a refund, and updates a support ticket. Completing that…
DigitalOcean BlogMulti Author Blogs9 min read
The agent-first cloud: why we built Managed Agents
Compute (EC2) opened the front door to the first generation cloud. Agents need something different: compute, inference, and data working as one. We built the cloud that delivers all three as one simple, intuitive developer experience for AI-natives. Every era of the cloud has…