Securing Claude agents: sandboxing, least privilege, injection
Harden Claude agents with sandboxed execution, least-privilege tools, secret hygiene, and layered prompt-injection defense built for production threats.
8 min read
Agentic AI & LLMs
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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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Security Hardening for Claude Code: Sandboxing & Secrets
Harden production Claude Code agents with sandboxing, least privilege, secrets handling, and prompt-injection defense for real GTM systems.
8 min read
Cut Claude agent token costs: caching, batching, cheap runs
Lower Claude agent cost and latency with prompt caching, batching, model routing, and context discipline. A practical performance guide for agentic runs.
8 min read
Cutting Claude Code Token Costs: Caching & Batching
Keep Claude Code agent runs cheap and fast with prompt caching, batching, context scoping, and smart model selection for GTM engineering teams.
8 min read
Debugging Claude Code Agents: Loops, Bad Tool Calls
Debug the three big Claude Code failure modes — runaway loops, wrong tool calls, and hallucinated arguments — with practical fixes for GTM engineers.
9 min read
Debugging Claude agents: loops, bad tool calls, hallucinated args
Fix the three failure modes that break Claude agents - infinite loops, wrong tool calls, and hallucinated arguments - with concrete, traceable techniques.
10 min read
Claude Cowork context design: what to include, what to cut
Prompt and context design for Claude Cowork: what to include, what to leave out, and how compaction keeps long agentic knowledge-work runs sharp and reliable.
7 min read
Prompt and Context Design for Claude Code GTM Agents
How to budget context for Claude Code GTM agents: what to include, what to leave out, just-in-time retrieval, and instruction layering.
8 min read
Wiring MCP servers into Claude Cowork the right way
Wire MCP servers into Claude Cowork with sound auth, clear schemas, actionable error handling, and idempotency so agentic runs never double-fire or break.
7 min read