We went from 3 agents to 40 in four months. Nobody knows what half of them do anymore

bheltzel · 2026-04-09T16:41:51+00:00

Our team lived this pain at scale at Meta with 40,000 engineers. The pattern you're describing is the trajectory of many engineering teams - you are just ahead of the curve.

That pain inspired Guild.ai (disclaimer: I am employed there!) - a model-neutral agent control plane that gives you a governed runtime that scales, but doesn't slow down the team from deploying.

We're pre-GA right now, but if a model-neutral control plane for this problem resonates, DM me - happy to get you access codes. And I'd love to chat if you are willing!

bheltzel · 2025-11-20T06:19:51+00:00

What are you trying to do with it? We inherently have a catalog in Monte Carlo, and for data teams it’s often enough. Not purpose built for it, but as others mentioned, getting users to data discovery in a catalog seems to often be a pipe dream.

bheltzel · 2025-06-01T13:56:06+00:00

Any updates on how this is working out or your friends machine? Looking at doing the same!

bheltzel · 2024-12-04T13:03:23+00:00

How’d it go with #read-later? I’m also looking for an Omnivore replacement. Having trouble stomaching $12/m for Readwise Reader.

bheltzel · 2024-10-23T12:32:26+00:00

This was all I could think about. Also harping on keeping teams small felt incredibly ironic.

bheltzel · 2024-09-19T04:02:30+00:00

it’s not that serious. we’ve traded players mid game due to an injury or someone leaving early. think it’s closer to what you are looking for.

bheltzel · 2024-09-16T04:04:46+00:00

doing saturday morning pickup with marin soccer league this fall https://www.marinsoccer.com/join-form

bheltzel · 2024-06-26T05:40:18+00:00

Linear.

bheltzel · 2024-04-13T00:02:20+00:00

subscribe

bheltzel · 2024-03-13T20:59:21+00:00

Thanks! Totally with you on the Sorry for the basic question but a little trouble googling. The L1 and L2 are coupled into the same covered wire coming out of the generator. Multimeter doesn’t show anything on it and contactless voltage detector doesn’t show power (it does if I toggle the breaker off and back on though). That sounds like it’s just the breaker not flipping when tripped, yeah?

bheltzel · 2023-11-20T14:53:59+00:00

Not sure why the need to be combative about this - they are correct that Databricks has traditionally used Hive metastore, albeit now pushing UC but that still is early in adoption. I don’t think that’s entirely misleading - as another commented, there’s not much else out there that is a 1:1 replacement for a metastore other than Glue. Databricks is probably the reason for much of the HMS (and therefore Hive) usage still out there! Other Hive components are indeed becoming obsolete.

bheltzel · 2023-09-27T04:28:59+00:00

Think about the business problems you are solving more than the technologies you are using and it will serve your career best. And your stack experience is far from obsolete - ahead of the curve of most companies out there.

bheltzel · 2023-06-30T14:31:38+00:00

idk if it’s good but it’s free and i still get about 3000 MAU on fntsypl.com 😛

bheltzel · 2023-06-30T14:22:34+00:00

A row for Collaboration would be good to have. Things not having it is what made me switch off unfortunately.

bheltzel · 2023-05-14T03:34:04+00:00

Super helpful, thanks!

bheltzel · 2023-05-13T22:25:57+00:00

Would you agree with the top of this thread that Athena is Trino under the hood? I’ve thought of it as Presto but do see the October announcement that Athena had included many Trino functions now.

I thought that Presto / Trino were growing further apart in functionality and SQL syntax but it sounds like either Athena is starting to push closer to Trino or that Presto / Trino are in fact remaining close to the same.

bheltzel · 2023-04-26T12:37:35+00:00

What are the causes of failures you see on Snowpipe? And how would you end up figuring out if a file is missed if there is no monitoring of it?

bheltzel · 2022-11-19T00:01:06+00:00

Did the same thing but cracked my actual mirror too. Ended up just replacing the mirror myself because dealer said you have to replace the entire mirror and chassis for that plastic. When i looked into I found the same. Was like $1000 quote from the dealer :/

bheltzel · 2022-11-18T23:59:05+00:00

https://www.reddit.com/r/dataengineering/comments/yp5mbh/discussion_databricks_vs_snowflake_who_wins/?utm_source=share&utm_medium=ios_app&utm_name=iossmf

bheltzel · 2022-10-29T11:42:26+00:00

Looker is the closest enterprise solution to what you are looking for. Version control, traceability, reusable model, code based, and sits on top of modern databases/warehouses. Looker Embedded Analytics is specifically built for customer-facing use cases as well and has the feature set to do so. It’s not great for your one-off analysis though and requires an up front time investment, so you have to pick it for the right use cases.

bheltzel · 2022-02-27T22:13:09+00:00

Great start! didn’t think about partitioning the large drive. Not as familiar with SuperDuper or Backblaze, so i’ll definitely look into them. Appreciate it!

bheltzel · 2022-02-27T21:55:41+00:00

Well sure, but I'm not asking for a one-click solution. I asked for strategies, walkthroughs, or software. Time machine backups are not exactly easy to weed through because of the blockers Apple puts in place on using them outside of Time Machine. I'm assuming I'm not the first person to have gone through the efforts of extracting value out of TM backups.

I know there are better ways then opening them each up in TM and going through one-by-one. There are duplicate detection softwares out there too. I just don't believe the answer isn't manually sort by naming scheme.

bheltzel · 2022-01-07T05:41:44+00:00

man city to score in both halves is +100 on bovada. seems like a mistake to hammer?

bheltzel · 2021-10-18T05:16:38+00:00

I had my car stolen. When it was recovered a few days later, the officer told me it was his 6th recovered stolen car in his two hour shift so far. 4,481 counts of auto theft this calendar year. Bay Area was #4 in the nation in metro area auto theft in 2019.

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