… We needed these tools and pathways to be more broadly available during an outage. To solve this, we conducted a comprehensive audit of the tools essential for system visibility, debugging, and production changes. …
… It first searches for the right tools: // portal codemode search async = { const tools = await codemode.tools ; return tools .filter t = t.name.includes "jira" || t.name.includes "drive" .map t = { name: t.name, params: Object.keys t.inputSchema.properties || {} } ; } The model now knows the exact … …
… The sustained work landed with the Dev Productivity team, who also own much of our internal tooling including CI/CD, build systems, and automation. …
… Better runtime mitigation. bpf-lsm is a valuable tool for mitigations, but we want to make this tool even better. This will include looking into faster deployments, better playbooks, and better logging and visibility of the tool. …
… Agent harnesses give models access to the outside world through tools. But tool surfaces grow fast, and models get worse at selecting the right tool as the list gets longer and the context window fills up with tool definitions. A better pattern: give the model one tool that executes code. …
… Clipboard restrictions are a perfect example of the productivity-security tradeoff. If users can’t copy and paste in the workflow they rely on, they’ll route around the control, whether it’s by taking screenshots, retyping data, or shifting work to unmanaged tools. …
… They need an agent toolbox : the right models, tools, and context to do real work. …
… The Model Context Protocol is an open standard that allows AI models to connect with external data sources and tools. Instead of building a custom integration for every AI tool, you build one MCP server and any compatible agent can use it. …
… Today we’re excited to share a few announcements on how we’re making it even easier to build AI agents on Cloudflare, including: agents-sdk — a new JavaScript framework for building AI agents Updates to Workers AI: structured outputs, tool calling, and longer context windows for Workers AI , Cloudf… …
… While IT and security teams raced to enable AI tools for productivity, the controls lagged behind. Most organizations today operate with partial visibility: they may block unauthorized AI tools at the network layer, but they cannot see what happens inside sanctioned ones. …