Terris Linenbach

from the start—schema, indexing, retention, sampling, replayability—you end up with either a toy system that can’t answer the questions you care about, or an unusable firehose of logs that are technically stored but practically worthless.

simple questions like “why did the model say this?” or “what changed when we updated that prompt?”. If you don’t design it carefully

For anything beyond trivial usage, especially long-running conversations or multi-step workflows, this quickly turns into a serious data engineering problem: huge volumes, high cardinality, nested structures, and a bunch of different joins just to answer..

Making a truly useful tool is hard because it’s not just “log the request and response” and call it a day—you have to separately capture the context, the exact prompt, the model and version, the streaming or chunked responses, and all the metadata needed to reconstruct what actually happened later.

He can look forward to his stimulus check, paying half of it on taxes, and working for someone who hasn’t replaced most of the jobs with AI.

It's unfortunate that those who have had terrible experiences with gitops and k8s continue using gitops and k8s like the estimate for fixing everything wasn't well past a year ago.

Team TEXT or VARCHAR? I’m lazy so I go with TEXT but if you’re not checking inputs from outside the firewall, shame.

Even with tariffs have you priced 32 inch monitors lately? They are less than good running shoes.

We’ve made integrating shadcn/ui + Tailwind into your React data grid ‘ridiculously’ easy with LyteNyte Grid.

Now available directly from the shadcn/ui registry.

Demo 👉 www.1771technologies.com/demo
GitHub👉 github.com/1771-Technol...

#reactjs #github #opensource #typescript

@coderabbitai.bsky.social is good enough now to replace human code reviewers for most code except the most critical like cryptography, HVAC control, nuclear power plants, … That said, I will never, ever replace CodeRabbit with humans.

Tanks rolling into NYC in..

I have this Polaroid

Adding events to a CRUD application has been useful to the business. The growth team doesn’t care or even know about the religions. You don’t have to use Ash Events with Ash but it’s enough for simple things. If you’re dealing with a CRUD adhering team which is 99%, hybrid is the only way forward.

Just like a real coworker

Is this a religious discussion or are fully building event sourced apps? I know about @martin.eventmodeling.org - etc. I have read his fantastic book multiple times. I think event sourcing should be the architecture but I also think CRUD is hard to avoid. hybrids also work.

Use AshEvents if you have a use case for events.

Winter is coming for authorities aka subject matter experts.

There’s plenty of code that wasn’t vibe coded yet are bug nests because the developers didn’t understand concurrency.

Failing to declare a function that returns a Promise as async results in nothing good.

YouTube video by CBS Mornings Saturday Sessions: Billy Strings and Chris Thile perform "Wild Bill Jones"

youtu.be/H6WDdJClvhg?...

Notion does a very good job of local first and nobody talks about it. That’s mastery.

Invalid inputs should result in error 422. There is almost never a valid reason to return 400 when the request body can be parsed.

YouTube video by Code and Stuff Stop Building APIs: Generate TypeScript from Ash

Ash and Tanstack: Better together #elixirlang youtu.be/t-hori2Io14?...

Ticket: Don't allow apostrophes in email address. PR: This solves order 5 differential equations

The #elixir and #beam communities - the former being a subset of the latter - post heavily to YouTube. I finally broke down and subscribed for $14/mo with 3 months free to the Google beast due to the evermore frequent interruptions. It’s just another form of paying dues.

The job behind the job [of a high level IC] | Swizec Teller Advancing big goals while you stay on top of operational day-to-day fires _is the job_. This is hard. Here are a few tips I've found helpful.

had this conversation 3 different times in a week. Decided to write down some thoughts

Advancing big goals while you stay on top of operational day-to-day fires *is the job*

swizec.com/blog/the-job...

“Please do the needful” is probably the best sentence ever conceived.

406 is the mark of the WAF beast

Everything I needed to know I learned from my high school literature teacher.

The price of what I buy via subscribe and save on Amazon increased fairly dramatically this month.