Two days ago, Gemma 4 topped our local model benchmark — 167 tokens per second, perfect code quality...
The Agentic Gap: Claude Oneshots, Gemma Fails
Related
Why Code Review Cannot Scale With AI Output
AI coding assistants generate code at 10-100x human pace. Code review is still linear. The resulting bottleneck can't be solved by hiring — it requires pre-generation enforcement.
Harness Engineering Still Needs Governance
Harness engineering solves execution, orchestration, retries, and tool use. It does not enforce architectural intent. Governance is the missing layer in long-running agent systems.
The Real Problems Start After Your MCP Server Works
I've been spending a lot of time building and deploying MCP servers, experimenting with tool...