News for hackers. Stuff that matters.

devstein

Re:The Hugging Face incident and the road ahead on Wednesday August 26, 2026 @09:43PM (#49458393)
Let there be message boards: https://abbs.dev

Show HN: Decant – Understand how you spend tokens

https://github.com/dosu-ai/decant

Hey HN - there are lots of tools to understand how many tokens you use and how much it costs, but we haven't found any that tell you where those tokens are going!Decant helps you understand what you are spending tokens on (context gathering, planning, code, chat, etc), so you can optimize it.

( Read More... | no comments | 8 points | on HN )
Re:Just Use Postgres for Durable Workflows on Thursday May 28, 2026 @06:36PM (#48316498)
If anyone else is looking to migrate from Celery to DBOS, we also made this transition and wrote about it https://dosu.dev/blog/migrate-celery-to-dbos-dosu

Very happy we made the switch.

Ask HN: Natural Language App Testing?

Hey HN - we're contemplating building our own E2E natural language test framework.I figured someone else must have built this already. Who are the established providers in this space? Does anyone have recommendations?

( Read More... | no comments | 6 points | on HN )
Re:Ask HN: Best Embedding Models? on Tuesday May 05, 2026 @04:24PM (#48028001)
What top K do you use for vector search before passing into the reranker?

Ask HN: Does Continuous Pen Testing Exist?

Hey HN - it's time for our annual pen test.We typically work with a 3rd party security firm each year, but now I'm wondering if there are more efficient and more AI-native options that people are using? It seems like a clear use-case for agents. Does anyone have experience working with a product/vendor in the space?

( Read More... | 1 comment | 3 points | on HN )
Re:Getting AI to work in complex codebases on Wednesday September 24, 2025 @10:16AM (#45360751)
I think the only way to keep documentation up-to-date is to have it as part of the PR review process. Knowledge needs to evolve with code.

We working on this at https://dosu.dev/ (open to feedback!)

Re:Knowledge and Memory on Wednesday September 10, 2025 @10:40AM (#45198445)
I believe this is why the importance of written (human) knowledge is only increasing, especially internally at companies. Written knowledge (i.e documentation) has always served as a knowledge cache and a way to transfer knowledge between people.

Without fundamental changes to the LLMs or the way we think about agentic systems, high quality, comprehensive written knowledge is the best path to helping agents "learn" over time.

If it's for personal use I'd recommend https://github.com/TriliumNext/Trilium
^this, but many non-code documents with manual steps can also be kept up-to-date as long as there is a way (a) relate it back to the codebase or another source of truth (b) detect conflicts (when someone says something in contradiction to an existing document)

Disclaimer: We are building this at https://dosu.dev

Ask HN: Is Supabase's Supavisor slow for anyone else?

Since June of this year, we've noticed a spike in latency for DB queries routed through Supabase's Supavisor.Direct DB queries will take a tens of milliseconds while queries through Supavisor will take a minimum of 200ms and up to 5s.This is phenomena independent of the underlying query even `SELECT 1` through Supavisor can take up to 5s.Has anyone else experience this before? Is this a known...

( Read More... | no comments | on HN )
Re:Writing Code Was Never the Bottleneck on Tuesday July 01, 2025 @10:08AM (#44434065)
Couldn't be more spot on. This is exactly why I started Dosu https://dosu.dev/ to reimagine on the "knowledge" side of software engineering.
A useful pattern for serializing Python classes for integration tests that span multiple services
I agree about docs as a tool for thought.

What about the other side of docs, keeping them up to date?

Ask HN: Given the choice, would you write documentation if you didn't have to?

I personally find writing internal documentation very monotonous even though I know it's important.I'm curious if you were told you could have decent internal documentation automatically generated for you that were good enough, but not competitive w/ human maintained docs.Would you still take the effort to write your own documentation?

( Read More... | 4 comments | on HN )
There has been an influx of AI-generated bug reports to popular OSS projects. It's unclear if this is malicious or someone built a tool with good intention that is now causing maintainers to be inundated with issues.

Has anyone stumbled upon an AI tool that helps submit bug reports to OSS project?

https://www.theregister.com/2024/12/10/ai_slop_bug_reports/

Re:Dbt no longer open source? on Wednesday December 04, 2024 @02:07PM (#42320819)
Nvm turned out to be a GitHub issue
Re:Dbt no longer open source? on Wednesday December 04, 2024 @01:55PM (#42320686)
Just noticed 404s on dbt core - was this announced recently?

https://github.com/dbt-labs/dbt-core

Ask HN: Is There a Way to Make Jinja Templates Type Safe via Mypy?

Hi HN, we use Jinja templates to manage our prompts at Dosu (https://dosu.dev/).We use MyPy to ensure type-safety across our entire codebase, but we do not have coverage on Jinja template variables.We want to know if someone either(a) forgets to pass a required template variable to a Jinja template (b) passes a name of a template variable that doesn't existWe already get these errors at runtime...

( Read More... | no comments | on HN )
Re:What Are You Building? Share Your Projects on Thursday May 02, 2024 @09:48PM (#40243184)
the future of OSS maintenance: https://dosu.dev/

Older »