Announcing MCP Toolbox Java SDK v1.0: Agentic data access for the enterprise
cloud.google.com·6d ago
Cloud & Infrastructure
The New Stack·Aug 5·5 min read
Every software company will become a dev tools company
TL;DR
As automation increasingly takes over code generation, the role of software engineers is shifting from writing code to developing the tools that facilitate this process. This transition emphasizes the need for more platform engineers to create and refine these essential tools.
✦ Why It Matters
Evaluate your team's tooling strategy to reduce fragmentation and improve collaboration in code generation.
Key Takeaways
- Shift focus from product engineering to platform engineering roles.
- Implement harness engineering to improve AI code generation safety.
- Standardize tools across teams to reduce fragmentation.
- Prioritize building robust feedback loops for AI-generated code.
How It Works
Harness engineering involves creating a structured environment where AI tools can operate safely within a codebase. This includes establishing feedback loops that allow AI agents to learn from past mistakes and apply specific rules to ensure code quality.