Securing Claude agents: sandboxing & prompt injection
Harden Claude agents: sandbox tool execution, enforce least privilege, protect secrets, and defend against prompt injection from untrusted content.
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From the blog
Harden Claude agents: sandbox tool execution, enforce least privilege, protect secrets, and defend against prompt injection from untrusted content.
Keep Claude agent runs cheap and fast: prompt caching, request batching, model routing across Opus/Sonnet/Haiku, and trimming bloated context.
Why Claude agents loop, call the wrong tool, or invent arguments — and the trace logging, loop guards, and tool contracts that fix it fast.
Design context for Claude agents in 2026: what belongs in the window, what to leave out, just-in-time retrieval, and compaction for long, reliable runs.
Production MCP integration for Claude agents in 2026: scoped auth, strict schemas, structured error handling, and idempotency for safe, reliable tool calls.
Reusable 2026 patterns for reliable Claude agents: narrow tools, layered prompts, just-in-time context, subagent isolation, skills, and boundary validation.
A runnable 2026 walkthrough for building a Claude agent: agent loop, tool definitions, context, error handling, and graduating to MCP and the Agent SDK.
How Claude Code works internally in 2026: the agent loop, 1M-token context, parallel subagents, MCP, skills, and hooks — and how they fit together end to end.
Where AI-driven financial storytelling is heading — continuous narrative, multi-agent analysis, deeper MCP integration — and how finance teams prepare now.
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