Hardening Claude Agents: Sandboxing & Prompt Injection
Security hardening for Claude agents: sandboxing, least privilege, secrets handling, and prompt-injection defense for tool-using agentic systems.
7 min read
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Sandboxing an LLM Agent That Reads Your Source Code
Least privilege, sandboxing, secret hygiene, and prompt-injection defense for a Claude source-code security agent. Harden the agent that reads your code.
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Security Hardening Claude Agents: Sandboxing & Least Privilege
Secure Claude agent orchestration with sandboxed tools, least-privilege scopes, server-side secrets, and layered prompt-injection defenses.
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Cut Claude Agent Token Cost: Caching & Batching
Make Claude agents cheaper and faster with prompt caching, batching, context trimming, and model routing. Practical token economics for production agents.
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Cutting Token Cost in an LLM Code Security Scanner
Use prompt caching, batching, and diff-scoped context to keep a Claude-powered source-code security agent fast and cheap without losing coverage.
8 min read
Cutting Token Cost in Claude Agents: Caching & Batching
Keep Claude agent orchestration cheap and fast with prompt caching, batching, model routing, and lean context that cut token bills without losing quality.
7 min read
Debugging a Claude Code Security Agent: Failure Modes
Fix loops, hallucinated CWE IDs, and wrong tool calls in LLM source-code security agents. A practical Claude Code debugging field guide for engineers.
9 min read
Debugging Claude Agent Orchestration: Loops & Bad Tool Calls
Catch loops, wrong tool calls, and hallucinated arguments in Claude agent orchestration with tracing, loop detection, and schema-validated tool boundaries.
8 min read
Debugging Claude Agents: Loops, Bad Tool Calls, Args
Fix the three failure modes of Claude agents — infinite loops, wrong tool calls, and hallucinated arguments — with traces, schemas, and loop detection.
8 min read
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