Tag: ai-developer-evolution
All the articles with the tag "ai-developer-evolution".
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Context Engineering: The Skill That Replaced Prompt Engineering
Your prompt is 0.1% of what the model sees; the other 99.9% is context engineering. A four-layer framework for thinking about prompts, practical guidance on what belongs in context and what doesn't, the invisible context problem from a million-line codebase, and why agent-controlled retrieval beats RAG for cross-file reasoning.
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Running AI Coding Agents on Hetzner
A complete guide to provisioning and hardening a Hetzner VPS for AI coding agents — covering cloud-init security, Tailscale mesh networking, Cloudflare Tunnel, Claude Code resource planning (including the subagent memory pitfalls), and automation scripts to go from zero to a working environment in minutes.
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What's New in Claude Code Skills 2.0
Skills 2.0 unifies custom commands and skills, adds subagents, evals, and a growing ecosystem. Here's what actually changed, what works in practice, and the security and quality pitfalls to watch for.