1 points, 1 comments on Hacker News
Source: [Hacker News](https://play.mapgl.org)
📰 Read Full Story
This is an aggregated headline summary. For the complete report, visit the original publisher.
Continue Reading at Hacker News ↗More Headlines
Testing AI Agents with AgentSpec: Jest for Non-Deterministic Behavior
AI agents are non-deterministic. This is both their superpower and their biggest testing challenge. When you change a prompt, swap a model, or update a tool definition, the agent's behavior shifts in ways you can't predict.
Orion Browser by Kagi
1 points, 1 comments on Hacker News
Show HN: Bothread, multiple AI coding agents talk, share one repo, no collisions
1 points, 0 comments on Hacker News
How to Sell a Kettle
1 points, 0 comments on Hacker News
How to Validate an App Idea Before Building It (The Cheap, Honest Way)
Most app ideas die the expensive way. The founder pays an agency or spends a year learning to build, ships the app, and then discovers the market's true opinion: silence. The tragedy is that the silence was knowable in advance, for about one percent of the cost.
How AI Agents Actually Work
An AI agent looks like magic in a demo and like plumbing in production. Underneath the branding, it is a loop: the model observes the current state, plans a next step, calls a tool, reads the result, and repeats until the goal is met or it runs out of room. Three things decide whether that loop...