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Show HN: Pyrig – One command to set up a production-ready Python project

https://github.com/Winipedia/pyrig
1•Winipedia•53s ago•0 comments

Fast Response or Silence: Conversation Persistence in an AI-Agent Social Network [pdf]

https://github.com/AysajanE/moltbook-persistence/blob/main/paper/main.pdf
1•EagleEdge•59s ago•0 comments

C and C++ dependencies: don't dream it, be it

https://nibblestew.blogspot.com/2026/02/c-and-c-dependencies-dont-dream-it-be-it.html
1•ingve•1m ago•0 comments

Show HN: Vbuckets – Infinite virtual S3 buckets

https://github.com/danthegoodman1/vbuckets
1•dangoodmanUT•1m ago•0 comments

Open Molten Claw: Post-Eval as a Service

https://idiallo.com/blog/open-molten-claw
1•watchful_moose•2m ago•0 comments

New York Budget Bill Mandates File Scans for 3D Printers

https://reclaimthenet.org/new-york-3d-printer-law-mandates-firearm-file-blocking
1•bilsbie•3m ago•0 comments

The End of Software as a Business?

https://www.thatwastheweek.com/p/ai-is-growing-up-its-ceos-arent
1•kteare•4m ago•0 comments

Exploring 1,400 reusable skills for AI coding tools

https://ai-devkit.com/skills/
1•hoangnnguyen•4m ago•0 comments

Show HN: A unique twist on Tetris and block puzzle

https://playdropstack.com/
1•lastodyssey•8m ago•0 comments

The logs I never read

https://pydantic.dev/articles/the-logs-i-never-read
1•nojito•9m ago•0 comments

How to use AI with expressive writing without generating AI slop

https://idratherbewriting.com/blog/bakhtin-collapse-ai-expressive-writing
1•cnunciato•10m ago•0 comments

Show HN: LinkScope – Real-Time UART Analyzer Using ESP32-S3 and PC GUI

https://github.com/choihimchan/linkscope-bpu-uart-analyzer
1•octablock•10m ago•0 comments

Cppsp v1.4.5–custom pattern-driven, nested, namespace-scoped templates

https://github.com/user19870/cppsp
1•user19870•12m ago•1 comments

The next frontier in weight-loss drugs: one-time gene therapy

https://www.washingtonpost.com/health/2026/01/24/fractyl-glp1-gene-therapy/
1•bookofjoe•14m ago•1 comments

At Age 25, Wikipedia Refuses to Evolve

https://spectrum.ieee.org/wikipedia-at-25
1•asdefghyk•17m ago•3 comments

Show HN: ReviewReact – AI review responses inside Google Maps ($19/mo)

https://reviewreact.com
2•sara_builds•18m ago•1 comments

Why AlphaTensor Failed at 3x3 Matrix Multiplication: The Anchor Barrier

https://zenodo.org/records/18514533
1•DarenWatson•19m ago•0 comments

Ask HN: How much of your token use is fixing the bugs Claude Code causes?

1•laurex•22m ago•0 comments

Show HN: Agents – Sync MCP Configs Across Claude, Cursor, Codex Automatically

https://github.com/amtiYo/agents
1•amtiyo•23m ago•0 comments

Hello

2•otrebladih•24m ago•1 comments

FSD helped save my father's life during a heart attack

https://twitter.com/JJackBrandt/status/2019852423980875794
3•blacktulip•27m ago•0 comments

Show HN: Writtte – Draft and publish articles without reformatting, anywhere

https://writtte.xyz
1•lasgawe•29m ago•0 comments

Portuguese icon (FROM A CAN) makes a simple meal (Canned Fish Files) [video]

https://www.youtube.com/watch?v=e9FUdOfp8ME
1•zeristor•31m ago•0 comments

Brookhaven Lab's RHIC Concludes 25-Year Run with Final Collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
3•gnufx•33m ago•0 comments

Transcribe your aunts post cards with Gemini 3 Pro

https://leserli.ch/ocr/
1•nielstron•37m ago•0 comments

.72% Variance Lance

1•mav5431•38m ago•0 comments

ReKindle – web-based operating system designed specifically for E-ink devices

https://rekindle.ink
1•JSLegendDev•39m ago•0 comments

Encrypt It

https://encryptitalready.org/
1•u1hcw9nx•39m ago•1 comments

NextMatch – 5-minute video speed dating to reduce ghosting

https://nextmatchdating.netlify.app/
1•Halinani8•40m ago•1 comments

Personalizing esketamine treatment in TRD and TRBD

https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1736114
1•PaulHoule•42m ago•0 comments
Open in hackernews

DeepWiki – Which repo would you like to understand?

https://deepwiki.com/
19•pr337h4m•9mo ago

Comments

silasalberti•9mo ago
Hey I'm Silas, I worked on this. Lmk if you have any questions!
hiatus•9mo ago
This seems like a really cool project and could be really useful in getting to know a new codebase. How do you ensure that the output in the wiki does not contain hallucinations?
silasalberti•9mo ago
When working with LLMs you can never exclude hallucinations entirely but we‘ve been carefully tuning the system over time and found it to be pretty high signal! The reason we display the code snippets is to make it easy to double check with the source
PeterCorless•9mo ago
Can you "chunkify" output so that you can rate different elements independently? Like "This part of the answer is totally cool" and "Wait. This part right here includes a hallucination."

Then allow for feedback to be provided if an issue is spotted.

cuuupid•9mo ago
This might be a bit off-topic but is this custom-built documentation or did you use a template? I've been on the hunt for pretty documentation tools but have only come up with Mintlify.
silasalberti•9mo ago
This is entirely custom built but we‘re also fans of Mintlify. We use them for docs.devin.ai
cuuupid•9mo ago
Is it custom all the way down or based on something like starlight? I really like Mintlify but $200 per doc site hurts for internal tools.

I can see a lot of merit in custom building though especially with making it easier to dump it into `llms.txt` or exposing a search for AI. Hoping that's where DeepWiki is headed :)

PeterCorless•9mo ago
Great work Silas! Can this also be trained on externalized sites, such as human-written docs, our web site, public-facing Google docs, etc?
silasalberti•9mo ago
Currently it uses only the codebase itself. However we‘ve been thinking about adding other source like docs. Can’t promise any timelines yet
PeterCorless•9mo ago
Another idea: allow more "chunkified" approvals, and verbatim feedback:

"This part is correct, but this next paragraph? You're hallucinating / misinterpreting. What you really need to say is 'x'."

Also, I suggested that feedback also get scored in some way. For instance, what if someone is sending malicious feedback?

How do you discourage or de-weight someone downvoting good answers while upvoting wrong answers?

c_s_guy•9mo ago
Hi Silas!

Are there any plans to allow running DeepWiki against private non-GitHub repos (e.g. GitLab, Azure DevOps, etc) and keep the output private?

angaradanuzaya•9mo ago
Hey Silas, currently deepwiki is not working for me. Yesterday it was working great and I found it really helpful, today I only see the loading page with skeletons with every prompt.It's slow and most of the times the results never come in. Previously i could see it's chain of thought now there's just the loading page with skeletons. Just wanted to let you know.
PeterCorless•9mo ago
I have tried this so far for the following repos of interest:

• Apache Pinot - https://deepwiki.com/apache/pinot

• Apache Pulsar - https://deepwiki.com/apache/pulsar

• Apache Superset - https://deepwiki.com/apache/superset

• Grafana - https://deepwiki.com/grafana/grafana

• K8sGPT - https://deepwiki.com/k8sgpt-ai/k8sgpt

Seems, at least at a cursory glance, to produce decent output.

PeterCorless•9mo ago
I also asked Devin a question:

Can I use a star-tree index with upserts?

I was pleasantly surprised by the answer:

https://deepwiki.com/search/can-i-use-a-startree-index-wit_a...

Briefly: "No, you cannot use a star-tree index with upserts in Apache Pinot. This is a built-in restriction that is explicitly enforced in the system."

Why This Restriction Exists

When upserts are enabled for a table in Pinot, the system explicitly checks and prevents the use of star-tree indexes. This validation happens during table configuration validation.

The code in TableConfigUtils.java explicitly enforces this restriction:

[snip]

At cursory glance, I did not detect a hallucination. The answer was true (AFAIK), clear, and objective. I also see that you can peek into other resources to get some additional contextual information.

Very impressive work.