Security hardening for Claude Code agentic workflows
Sandbox agents, enforce least privilege, protect secrets, and defend against prompt injection in production Claude Code agentic workflows.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 16 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Cutting token cost in Claude Code: caching and batching
Keep dynamic Claude Code workflows cheap and fast with prompt caching, batching, tight context scoping, and deliberate multi-agent use.
7 min read
Debugging Claude Code workflows: loops and bad tool calls
Diagnose and fix the common failure modes of dynamic Claude Code workflows: runaway loops, wrong tool calls, and hallucinated arguments.
9 min read
Context engineering for Claude Code agents
What to put in Claude Code context and what to leave out: durable vs disposable facts, just-in-time loading, fighting context rot, and subagent isolation.
6 min read
Wiring MCP servers into Claude Code the right way
Integrate MCP servers with Claude Code the right way: scoped auth, clear schemas, structured errors, retryable flags, and idempotency for safe agent actions.
6 min read
Reusable patterns for dynamic Claude Code workflows
Code-level patterns for Claude Code: progressive disclosure, narrow typed tools, context budgeting, verification loops, and idempotency — applied directly.
7 min read
Build a dynamic Claude Code workflow: a walkthrough
A hands-on walkthrough: project memory, a custom skill, an MCP server, an enforcement hook, and a subagent — wire a real Claude Code workflow today.
7 min read
Inside Claude Code's dynamic workflow architecture
How Claude Code builds a fresh harness per task: the agent loop, skill discovery, MCP routing, context budget, and subagents, explained end to end.
8 min read
AI That Does Plumbing Back-Office Work After the Call
How 2026 computer-use AI agents handle plumbing back-office work — updating CRM, filing job details, and paperwork after the call. Agentic AI explained.
6 min read