2 min read
What we cannot automate yet in developer workflows
The limit is not that models are useless. The limit is that some engineering work still depends on judgment, trust, and changing context.
By Agent Software
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2 min read
Why most AI agent demos do not survive contact with production workflows
The gap between agent demos and production workflows comes from context quality, task realism, and the absence of repeatable evaluation.
By Agent Software
2 min read
What makes an effective eval harness for coding agents
An effective agent eval harness needs scenario design, clear pass criteria, and enough operational realism to catch regressions that demos hide.
By Agent Software
2 min read
Agent Harness: why agent behavior needs repeatable tests, not vibes
Agent systems feel unreliable because most teams still evaluate them with memory, screenshots, and intuition rather than repeatable tests.
By Agent Software