…Cloudflare Access with MCP server portals centralizes agent connections to corporate tools behind a single protected endpoint. Administrators control which users and agents can reach which systems, and every request is logged…
…These harnesses can also benefit from giving their agents memory that persists across sessions and survives restarts. Shared memory across agents, people, and tools. A memory profile doesn't have to belong…
…When you build an AI agent with tools, the standard pattern is to define the tools in your prompt, let the model call them one at a time, parse the response, execute…
…promptText }], agent: input.agent, model: { providerID, modelID }, }, }); Each sub-reviewer runs in its own OpenCode session with its own agent prompt. The coordinator doesn't see or control what tools the sub…
…The standard approach to MCP requires defining a separate tool for every API operation that is exposed via an MCP server. But this static and exhaustive approach quickly exhausts an agent’s…
…In modern development, "identities" aren't just people — they are the agents, scripts, and third-party tools that act on your behalf. To secure these non-human identities, you need to manage…
…In agentic use cases, speculative decoding really shines because of the volume of tool calls and structured outputs that models need to generate. A tool call is largely predictable — you know there…
…Agents that write and run their own tools. CI/CD products where every repo defines its own pipeline. Last month, when we shipped the Dynamic Workers open beta , we gave those platforms…
…coding agent turns out to be fine for manual investigation when a researcher already has a lead and wants a second pair of eyes. However, it's the wrong tool for achieving…
…Agentic coding tools are compressing the interval between deploys, while also driving a growing share of the traffic that consumes them. While today AI tools can produce massive diffs, agents are gaining…