Ship AI Agents You Can Trust
Blog post from Harness
Harness AI Evals is an innovative tool designed to address the challenges of deploying AI agents by providing a native quality gate in CI/CD pipelines. This tool evaluates AI agents both before and after deployment, using over 50 built-in metrics to ensure performance, safety, and correctness, with the flexibility to create custom metrics. By integrating offline (pre-deploy) and online (post-deploy) evaluations, it allows teams to continuously assess and improve the reliability of AI agents using real user data and scenarios. Harness AI Evals simplifies release decisions by blocking deployments if quality scores fall below a set threshold, thus transforming manual testing processes into efficient, automated evaluations and ensuring agents operate effectively in production.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Kubernetes | 13 | 2,550 | 356 | 111 | +22% |
| Observability | 4 | 3,826 | 727 | 190 | -10% |
| Secrets Management | 3 | 2,472 | 449 | 128 | -3% |
| AI Agents | 2 | 5,949 | 1,325 | 249 | -4% |
| Developer Experience | 2 | 547 | 257 | 91 | +27% |
| Harness engineering | 1 | 222 | 129 | 60 | -13% |
| LLM | 1 | 7,115 | 1,261 | 236 | +13% |
| MCP | 1 | 7,781 | 805 | 204 | +0% |
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