# Tech Insights

## Tech Insights

**Embedding AI Into Daily Development: What Software Engineers Actually Learn**  
What senior engineers actually learn when they embed AI into daily development: from killing the cold start to the 3,000-test migration.
[Read Blog](https://www.improving.com/thoughts/embedding-ai-into-daily-development/)

**OWASP Top 10 for LLMs: A Practitioner’s Implementation Guide**  
Explore the OWASP Top 10 for LLMs and learn how to identify, prioritize, and mitigate key AI risks including prompt injection, data leakage and tool misuse.
[Read Blog](https://www.improving.com/thoughts/owasp-top-10-llm-security-guide/)

**AI Strategy & Roadmap Assessment: How Enterprises Avoid 88% AI Failure**  
Learn how AI strategy and roadmap assessments fix data readiness, move pilots to production, define success KPIs, and deliver measurable business ROI.
[Read Blog](https://www.improving.com/thoughts/ai-strategy-and-roadmap-assessment/)

**What Nobody Tells You About Golden Paths at Scale**  
Golden paths help teams get started, but they can limit scale. Discover how an IDP marketplace model distributes ownership and supports growth.
[Read Blog](https://www.improving.com/thoughts/what-nobody-tells-you-about-golden-paths-at-scale/)

**Security: The Thing That Everyone Loves to Hate**  
Explore how security spans across roles, adapts to evolving threats & AI, and how shared ownership builds a security-first organization.
[Read Blog](https://www.improving.com/thoughts/security-the-thing-that-everyone-loves-to-hate/)

**Best MCP Servers for Software Developers and Engineers**  
Discover best MCP servers for software developers and engineers, offering reliable performance, scalability, and tools to streamline coding, testing, and deployment.
[Read Blog](https://www.improving.com/thoughts/best-mcp-servers-for-software-developers-and-engineers/)