Scott Stults
sstults.bsky.social
Scott Stults
@sstults.bsky.social
Just had to provide a photo ID to a third party verification site to use OpenAI. I’m not looking forward to this trend.
August 13, 2025 at 2:24 PM
The CFP for Haystack EU is now open!

opensourceconnections.com/haystack-eu-...
Haystack EU 2025 Call For Papers - OpenSource Connections
CFP Closes 24 July, 2025
opensourceconnections.com
June 24, 2025 at 5:20 PM
If you're using a coding assistant like Cline, it's incredibly useful to have it keep its own notes about the context of the task and any important things it's learned along the way. I've been keeping cline_todo.md and a cline_notes.md files in my projects and it saves a lot of time (and tokens).
May 30, 2025 at 5:34 PM
Go ahead and give openrouter.ai a try. So far my experience has been nothing but positive and it's hella cheaper than what I was using before.
OpenRouter
The unified interface for LLMs. Find the best models & prices for your prompts
openrouter.ai
May 21, 2025 at 5:42 PM
I've never hated documentation as much as I hate GCloud's documentation. I DARE you to implement a solution just based off of their documentation.
May 8, 2025 at 7:24 PM
Ok, Amazon Q was moderately helpful to me today, but I'm scared to death I'm going to be in the middle of a project and run out of free tokens. It was a pleasant surprise that it had agentic access to my resources and could inspect them.
May 1, 2025 at 7:49 PM
Reposted by Scott Stults
In the vibe of cheating at search with LLMs...

I'll be speaking at Haystack next week on LLM-driven relevance engineering. Join me!

haystackconf.com/us2025/talk-8/
Beyond LLM-as-judge towards LLM relevance engineering
Most now agree that LLMs can provide useful search judgments. In this talk, we’ll discuss the next level we’ve achieved at fashion search startup Daydream: a...
haystackconf.com
April 17, 2025 at 2:11 PM
Reposted by Scott Stults
Come join 150 of the most awesome folks building amazing search to figure out this changing landscape at Haystack! haystackconf.com. Early bird tickets through Sunday. Come early for Haystack and attend PyData Virginia! 2 conferences in one week! ti.to/pydata/pydat.... BBQ at my house too!
Haystack - The Search Relevance Conference
Haystack is the no-holds-barred conference for practitioners working on search, matching, and relevance.
haystackconf.com
March 19, 2025 at 12:38 PM
Okay, smirk all you want at "vibe" coding, but it's more productive than duck debugging and much more available than live pairing.
March 17, 2025 at 4:51 PM
Reposted by Scott Stults
This is Marco Rubio explaining how the USA promised to defend Ukraine forever if they got rid of their nuclear arsenal left after the Soviet Union fell.

This is why lil marco was sinking into the couch. He was hoping we wouldn’t find it…so don’t RT right now this very second.
March 2, 2025 at 4:55 PM
I'm inventing a new word in the German fashion:

Vergangenheitsklangsehnsucht - Bittersweet yearning or nostalgia triggered specifically by hearing music from one's past.
February 27, 2025 at 8:09 PM
I really do hope that our quest to root out hallucinations in LLMs helps us fight _human_ generated BS
February 25, 2025 at 8:39 PM
Reposted by Scott Stults
Today I was also reminded that there’s no “easy” substitute for relevance.

We did some math to work out what the cost to roll out vector search would be… we’d need to increase our compute budget nearly 50%…. Just to roll out semantic search for issues.
February 21, 2025 at 2:49 AM
Just discovered something more daredevil than live coding during a presentation: Letting your coding agent live code.
February 21, 2025 at 6:38 PM
Wow, this is a first for me and I can't even fathom how hard this was to implement. If you use OpenAI's v1 API but you have v2 installed it will give you an error saying you can do "openai migrate" to automatically migrate your code. And it works!
January 30, 2025 at 8:51 AM
Anyone read that article about "the third place"? I kinda feel like that's bsky. It's not work (LinkedIn), it's not home (Fbook), it's just... 🤷
January 28, 2025 at 11:25 PM