Claude Code for Solo Devs: Patterns That Actually Ship
Claude Code can expand what a solo dev ships, but without team context it confidently builds the wrong thing. Here's the workflow that prevents that.
Read more →Ai-coding
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Ai-coding
Claude Code para devs solo: padrões que realmente entregam
Claude Code expande o que um dev solo consegue entregar, mas sem contexto de time ele constrói a coisa errada com confiança. Aqui está o fluxo que evita isso.
Read more →Hardcoded Secrets in AI-Assisted Code: The Throughput Problem
GitGuardian found 29M hardcoded secrets in 2025, up 34% YoY. The real problem isn't AI writing bad code — it's that AI-accelerated commit velocity breaks your existing detection tooling.
Read more →Segredos hardcoded em código gerado por IA: os padrões que persistem
GitGuardian encontrou 29M de segredos hardcoded em 2025, alta de 34% ao ano. O problema central é a velocidade com que a IA escreve, e o que essa velocidade faz com as ferramentas de detecção que o time já tinha.
Read more →Claude Code in Large Codebases: Context Without Chaos
Claude Code handles large codebases through agentic scaffolding, not raw token capacity. Learn how CLAUDE.md, subagents, and skills manage context where the window alone fails.
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