Evals for Claude Opus Security Agents: Gating Releases Safely
Build an eval loop that measures Claude Opus security-agent quality and gates releases with golden datasets, LLM-as-judge, and CI thresholds.
7 min read
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Testing and Evals for Claude Security Agents
Build an eval loop that measures quality and gates releases for Claude agents connected to security and compliance tools.
6 min read
Security Hardening Claude Opus Agents: Sandboxing & Least Privilege
Sandboxing, least privilege, secret handling, and prompt-injection defense for Claude Opus agents running inside real security infrastructure.
8 min read
Security Hardening for Claude Agents With Tool Access
Sandboxing, least privilege, secrets handling, and prompt-injection defense for Claude agents connected to security and compliance tools.
6 min read
Cutting Claude Opus Token Cost for Security Agents at Scale
Prompt caching, batching, and model routing that keep Claude Opus security agents fast and cheap at thousands of runs a day.
8 min read
Cutting Token Cost on Claude Compliance Agents
Caching, batching, and result shaping that keep Claude security and compliance agents fast and cheap without sacrificing audit accuracy.
6 min read
Debugging Claude Agents Hooked to Security Tools
Fix loops, wrong tool calls, and hallucinated arguments when Claude agents connect to SIEM, scanners, and compliance tools — a practical debugging playbook.
7 min read
Debugging Claude Opus Security Agents: Loops & Bad Tool Calls
Fix the top Claude Opus agent failures — loops, wrong tool calls, and hallucinated arguments — with concrete debugging tactics for security workflows.
8 min read
Prompt and Context Design for Claude Opus Security Agents
Design a Claude Opus security agent's context: what to include, what to leave out, layering, compaction, and defending against prompt injection.
7 min read
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