15:[[47660705,{"by":"swrly","descendants":11,"id":47660705,"kids":[47685726,47695256,47687389,47663894,47686735,47663407,47689712,47830274,47714670,47715011,47661046,47661099,47687652,47661661,47674024,47687209,47685342,47712808,47661609,47679767],"score":8,"text":"I've been building AI agent pipelines for the past year and curious how others handle it. Specifically:

- Do you use a framework (LangChain, CrewAI) or roll your own\n - How do you handle agent-to-agent data passing?\n - What does your observability look like for agent runs?\n - Are you running agents on cron/webhooks or manual-only?

Interested in hearing what's working and what's painful.","time":1775482455,"title":"Ask HN: How are you orchestrating multi-agent AI workflows in production?","type":"story"}],[47688712,{"by":"ed_elliott_asc","descendants":23,"id":47688712,"kids":[47688737,47728428,47691492,47689730,47689501,47766212,47693813,47701121,47734034,47688897,47741328,47750319,47731719,47704945,47693681,47708859,47694910,47692822,47710867,47691179,47695024,47702802],"score":21,"text":"Something I’ve noticed (I’m using Claude subscription so no refunds but it applies to usage windows) is that sometimes AI makes mistakes so if something is important I tell Claude code to spin up a couple of sub agents and verify the information, often there will be a mistake and it gets rectified.

It feels unfair I have to pay (or lose some usage) for this.

Interested in other people’s thoughts.","time":1775647506,"title":"Ask HN: Should AI credits be refunded on mistakes?","type":"story"}],[47661038,{"by":"vkatluri","descendants":28,"id":47661038,"kids":[47696284,47692608,47708676,47693542,47693662,47694130,47664229,47679697,47698610,47694537,47696988,47735323,47700004,47702779,47693868,47701274,47694819],"score":55,"text":"Hello HN,

I live in northern part of USA where winters are snowy. Whenever I took long trips, I always wondered what the weather along the route is going to be. For those who live in northern USA, you know weather can change frequently, so when you're traveling matters a lot, not just the route.

To solve this problem for myself, I built https://navimodo.com/. NaviModo calculates the route, and then checks weather along the route based on your start time, and displays weather along the route. Change start time, and the whole thing is recalculated.

I am not expecting any commercialization for this, just wanted to scratch an itch, and just did it. I have ideas for adding additional features (suggestions for when to take breaks based on bad weather, auto-suggestion of start time to avoid bad weather, etc.,) but will add more as time goes by.

Any feedback is welcome!","time":1775483938,"title":"Show HN: I built a navigation app that displays weather along the route","type":"story","url":"https://navimodo.com/"}]]

user:	pablovarela
created:	April 8, 2026
karma:	1
about:	Founder of LockFlare.com / In-memory application platform — IDE, runtime, encryption engine, deployment system.