AI can boost Indonesia's strategic global position: deputy minister

I checked 15 AI search guides

I searched Google for three things people ask about AI search: "llm seo", "ai visibility" and "how to rank in chatgpt". For each search I took the first five guides.

• Source verification crucial; lack of evidence for schema markup's impact on citations
• Range of numbers unclear; single score fluctuates significantly across AI models
• Date of checks essential; AI answer relevance varies over time

1h ago ·dev.to

Your Finance Agent Needs an Evaluation Harness, Not Just a Prompt

Your Finance Agent Needs an Evaluation Harness, Not Just a Prompt A finance agent can produce a convincing answer and still be wrong in the one way that matters: it can make a decision without enough…

• Implement evaluation harness for finance agents, not just prompt improvements.
• Define decision-making scope with desired action, confidence level, evidence IDs, and rationale.
• Create dataset with transaction types and expected behavior for regression testing.

1h ago ·dev.to

A Simple Tool for Finding the Right Open-Source LLM for Your Hardware

I’ve been exploring local AI models lately, and one question keeps coming up: " Which model can actually run on my machine?

1h ago ·dev.to

How monday.com Runs Agent Evals Against Real Dependencies: Webinar Recap

An agent eval suite's outcome can only be trustworthy if it's operating in an environment similar to production. You can have the best grading logic in the world, but if the agent is calling mocked…

• Monday.com used real staging clusters for agent evaluations instead of mocks.
• Mirrord tool connects local processes to real Kubernetes cluster for testing.
• Staging environments provide real data, current with production, allowing real end state checks.

1h ago ·dev.to

Read how monday.com is testing AI agents!

How monday.com Runs Agent Evals Against Real Dependencies: Webinar Recap Arsh Sharma Arsh Sharma Arsh Sharma Follow for MetalBear Sep 21

1h ago ·dev.to