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Public story · 2026-03-03 · source-backed
AGENTS.md Attention Budget Management (beginner) — Prune your config to under 50 lines. Front-load and back-load critical rules. Repeat must-follow instructions. paddo.dev
Claude Code /batch for Parallel Migrations (advanced) — Run /batch <description> to decompose large changes into parallel worktree-isolated agents. Claude Code Docs
MCP Triple Gate Security Pattern (advanced) — Three coordinated security gates at AI-to-LLM, LLM-to-MCP, and MCP-to-API boundaries. Traefik Hub
Claude Code Delegate Mode (intermediate) — Shift+Tab restricts lead to coordination only. Start with 2-agent read-only research. Claude Code Docs
Structured Memory Import (beginner) — Transfer context from ChatGPT/Gemini to Claude in under a minute. Prioritize behavioral instructions over trivia. claude.com/import-memory
KV Cache Compression (advanced) — Apply 4-bit KV cache quantization for 50% memory reduction with <1% accuracy loss. Critical during the 2026 RAM shortage. NVIDIA Blog
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Claude Code uses MCP / Shared entities / Shared topic / What happened next
Linked by a graph relationship (Claude Code uses MCP); both cover CLAUDE, Claude Code, Front, LLM; overlapping topics (agent, claude, code).
Claude Code uses MCP / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Claude Code uses MCP); both cover Claude, Claude Code, Gemini, MCP; overlapping topics (agent, claude, code).
Claude Code uses MCP / Shared entities / Shared topic / What happened next
Linked by a graph relationship (Claude Code uses MCP); both cover Claude, Claude Code, LLM, MCP; overlapping topics (agent, batch, claude, code).
Windsurf uses MCP / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Windsurf uses MCP); both cover Claude, Claude Code Docs, MCP, Shift; reported by the same outlet (code.claude.com).
Cursor uses MCP / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Cursor uses MCP); both cover Claude, Claude Code, MCP, Start; reported by the same outlet (paddo.dev).
LLM uses OpenAI / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (LLM uses OpenAI); both cover Claude Code, LLM, NVIDIA Blog, Skills; reported by the same outlet (developer.nvidia.com).
Claude Code uses MCP / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses MCP); both cover Claude Code, Gemini, MCP; reported by the same outlet (code.claude.com).
LLM uses OpenAI / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (LLM uses OpenAI); both cover ChatGPT, Claude, Gemini, MCP; overlapping topics (agent, claude, code, under).