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.
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AI Security
Prompt Injection in Production: Real Attack Patterns
Prompt injection in production goes far beyond 'ignore previous instructions.' The real threat is trust inheritance in RAG pipelines, and better retrieval makes it worse.
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 →Red-Teaming System Prompts Against Injection Before Ship
System prompt red-teaming usually focuses on adversarial users, but your RAG pipeline is often the bigger threat. Here's how to test both before shipping.
Read more →Prompt Injection in Production: Real Attack Patterns
Prompt injection is OWASP's #1 LLM risk in 2025. This article breaks down the production attack patterns that textbook defenses miss, including trust transitivity in agentic tool chains.
Read more →AI Tool Contract Negotiation: What Vendors Hide
AI vendor contracts hide pricing traps and data rights that cost mid-market operators real money. Learn what to negotiate before you sign.
Read more →AI Research Hallucinations: The Verification Workflows That Work
AI hallucinations in research aren't obvious errors. They're high-plausibility partial fictions. Learn which verification workflows actually catch them.
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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