Debugging Claude Agents: Loops, Bad Tool Calls, Bad Args
Fix the three failure modes that break Claude agents in production: runaway loops, wrong tool selection, and hallucinated arguments — with concrete guards.
8 min read
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Prompt and Context Design for Claude Security Agents (Security Program AI Accelerated Offense)
Design Claude security-agent context right: what to include, what to leave out, how to fence untrusted content, and how to keep reasoning calibrated and cited.
7 min read
Context design for multi-agent Claude: what to include
What to include and leave out of each agent's context in multi-agent Claude systems: orchestrator deltas, need-to-know subagents, compaction, and shared stores.
7 min read
Wiring MCP servers into multi-agent Claude systems
Connect tools and MCP servers to multi-agent Claude systems: per-role auth, self-documenting schemas, typed error contracts, and idempotency for parallel subagents.
8 min read
Wiring MCP Servers into Security Agents Safely
Connect Claude security agents to tools via MCP safely: auth, strict schemas, structured error handling, and idempotency so containment never misfires.
7 min read
Reusable multi-agent patterns: prompts, tools, context
Code-level multi-agent patterns on Claude: role-scoped prompts, per-agent tool scoping, typed handoff contracts, need-to-know context, and critic wrappers.
8 min read
Reusable Claude Patterns for Security Agents That Hold Up
Code-level Claude patterns for security agents: typed tools, layered context, evidence ledgers, confidence gates, and deterministic wrappers that hold up.
6 min read
Build an AI Triage Agent for Your SOC: A Walkthrough
Build a Claude-powered security triage agent step by step: schemas, MCP tools, the run loop, approvals, and the evals you need before you trust it.
7 min read
Build a multi-agent system on Claude: a walkthrough
Step-by-step guide to building an orchestrator–subagent system on Claude: decomposition, parallel dispatch, compact handoff, looping, and synthesis.
7 min read
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