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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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1. Set package cooldown to 72 hours across all your package managers. pnpm: resolution-time=72h, uv: --exclude-newer, npm via .npmrc. This single config change would have protected you from the LiteLLM attack. Willison's survey covers all seven managers. 2. Install Lasso Secur...
A GitHub repo cataloging Claude Code tips doesn't normally warrant a top story. But shanraisshan/claude-code-best-practice at 53.4K stars isn't a tips list anymore. It's the de facto reference for how an entire generation of developers is learning to work with AI coding agents...
1. Use claude agents --json to build session dashboards. Claude Code v2.1.145 outputs all live agent sessions as structured JSON with status, model, elapsed time, and parent relationships. Pipe it into a tmux status bar widget or session picker script for switching between bac...
v2.1.206 (July 10) puts a tabbed Browser panel behind Cmd+Shift+B that Claude drives to read docs, inspect mockups, and fill forms, running in an isolated profile separate from your real credentials, with a domain allowlist and per-site permission cards (Claude Code Docs). Thi...
Starting June 15, Anthropic is splitting every Claude subscription into two buckets: interactive chat (your current plan limits) and programmatic usage (a separate monthly credit pool metered at full API rates). Agent SDK, claude -p, GitHub Actions, and third-party agents all...
1. Deploy Nemotron 3 Super for Agentic Reasoning (ml-ops, advanced) — 120B MoE activating only 12B params. vLLM with --reasoning-parser nemotron_v3. NVIDIA Blog 2. Build Multimodal RAG with Gemini Embedding 2 (ml-ops, intermediate) — Text, images, video, audio in one 3072-dim...
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