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Rewrites on React, Node.js, TypeScript and AI. A translated body is shown when it exists. If it does not, you see the English text and a note that says so.
Tagged: agentic-coding
An Eight-Layer Claude Code Setup: CLAUDE.md, Memory, Hooks and Guardrails
How eight configuration layers, from scoped CLAUDE.md files and hooks to device verification and reversibility rules, make a Claude Code workflow trustworthy.
9 min readPersistent AI Agents in Practice: Costs, Memory Drift and the 80% Problem
What went wrong after swapping one-shot prompts for always-on agents: runaway token bills, shallow pull requests, spec drift, and why the developer's job moved to context.
6 min readSubagents in Practice: Roles, Budgets, Bans and Silent Failures
Claude Code subagents that last: roles, handoff files, run state, budgets, bans and silent-failure checks, plus how skills vs subagents differ in practice.
35 min read
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