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Show HN: TriageLab – reproduce bugs in a disposable Kubernetes sandbox

https://github.com/bondrenai/TriageLab
1•wkrause•7m ago
Hi, I built TriageLab, a tool that investigates technical issues by trying to reproduce them in secure sandboxes in Kubernetes. It can import issues from common ticketing systems like JIRA, Zendesk and Github and through a combination of human in the loop and automation, tries to experimentally test hypotheses.

It’s built on top of the recently released kagent 1.0 which itself is built on Agent Substrate. Those tools run the investigator, its process and file tools, sessions, and sandbox lifecycle. TriageLab is a UI + CEL based policy engine that decides what work gets picked up, routed and which agents respond with which tools.

If you saw the Agent Substrate demos at the recent Kubecon and wondered what you'd run in those sandboxes, this is one answer. It could be a great fit for anyone supporting a technical product and looking to safely introduce more automation/self-service into their triaging processes.

ExecuTorch WebGPU: PyTorch Models on the GPU, in the Browser

https://pytorch.org/blog/executorch-webgpu-pytorch-models-on-the-gpu-in-the-browser/
1•gmays•18s ago•0 comments

Show HN: A Qunatum-Safe Encryption at Rest Tool

https://sareproject.github.io/
1•znano•35s ago•0 comments

Show HN: Build Django Admin internal tools with your coding agent

https://djangocontrolroom.com/build
1•yassi_dev•3m ago•0 comments

Python is for everyone: Join in the PSF year-end fundraiser and membership drive

https://pyfound.blogspot.com/2026/11/python-is-for-everyone-join-in-psf-year.html
1•lumpa•4m ago•0 comments

Show HN: Clozemaster MCP server that turns class notes into cloze sentences

https://www.youtube.com/watch?v=mN1eZl0hKTQ
2•alexela•4m ago•0 comments

ModelMesh – Native macOS app to shard models across Macs via Llama-RPC

https://modelmesh.app/
2•jasonhurt•4m ago•1 comments

How Not to Build a Music Player

https://alichraghi.github.io/blog/how-not-to-build-a-music-player/
1•dverlaeckt80•5m ago•0 comments

Show HN: JackAI Experimenting Local Models on iPhone

https://apps.apple.com/us/app/jackai-your-offline-assistant/id6833283331
1•d_lombard•5m ago•0 comments

This Magic Mushroom Can Kill

https://www.sciencenews.org/article/dark-magic-mushroom-psilocybin-amatoxin
1•bookofjoe•5m ago•0 comments

ML Modules for Mere Mortals

https://thunderseethe.dev/posts/ml-modules-for-mere-mortals/intro/
1•dverlaeckt80•5m ago•0 comments

The Specialization of Desire

https://summerlightning.substack.com/p/the-specialization-of-desire
1•jger15•7m ago•0 comments

Show HN: TriageLab – reproduce bugs in a disposable Kubernetes sandbox

https://github.com/bondrenai/TriageLab
1•wkrause•7m ago•0 comments

A technical vision for the Haskell ecosystem

https://discourse.haskell.org/t/a-technical-vision-for-the-haskell-ecosystem/15078
2•cosmic_quanta•9m ago•0 comments

Semicircle Packing

https://rorz.io/writing/semicircle-packing
1•sarreph•9m ago•0 comments

Show HN: SPF Macro Debugger

https://dmarcguard.io/tools/spf-macro-debugger/
1•meysamazad•9m ago•0 comments

Quasi-Likelihood GLMs and Bayesian Models

https://www.visruth.com/blog/20261106-01/
1•meysamazad•9m ago•0 comments

The Hgroup Element Is Useless

https://vanzasetia.xyz/blog/hgroup-is-useless/
1•meysamazad•9m ago•0 comments

What the heck is the Public Suffix List?

https://ngrok.com/blog/public-suffix-list
1•EndEntire•10m ago•0 comments

Priorities

https://www.marketwatch.com/story/trump-administration-is-hiring-debt-collectors-for-first-time-i...
1•iugtmkbdfil834•14m ago•0 comments

Let an AI agent query your prodution database safely with read-only SQL over MCP

https://railyard.run/blog/ai-agent-read-only-sql/
2•RailyardRun•15m ago•0 comments

Beating the Frontier on NetHack

https://antithesis.com/blog/2026/nethack/
3•Klaster_1•17m ago•0 comments

Made my dream app, E4RTH R4DIO. A cyber terminal deck for radio waves

https://e4rth.net/
2•d4vil•17m ago•1 comments

What Nvidia can learn from other companies that lost their irreplaceable leaders

https://www.wsj.com/business/they-were-the-indispensable-ceosuntil-they-werent-1bb8a52c
1•JumpCrisscross•18m ago•1 comments

Amodei Says AI Will Cure Cancer in a Decade. Doctors Are Skeptical

https://www.businessinsider.com/dario-amodei-anthropic-cancer-cure-ipo-roadshow-backlash-doctors-...
2•robin_reala•18m ago•0 comments

Business Knowledge Is Still King: Agentic Data Analysis Without a Data Team

https://motherduck.com/blog/business-knowledge-agentic-data-analysis-without-data-team/
2•zazuke•18m ago•0 comments

Visiting Taiwan with Jensen Huang [video]

https://www.youtube.com/watch?v=FGCP2F_7rQk
1•tosh•18m ago•0 comments

Could Pigeons Deliver the Internet?

https://blog.apnic.net/2026/11/13/could-pigeons-deliver-the-internet/
1•speckx•19m ago•0 comments

So all software is free as in money now?

https://matduggan.com/so-all-software-is-free-as-in-money-now/
2•notfried•20m ago•0 comments

Competitively-priced EU-hosted DeepSeek: v4.1 Flash is now on Verda Inference

https://verda.com/blog/deepseek-v4-1-flash
2•tokepi•20m ago•0 comments

CVE-2026-6460 – Arbitrary Code Execution in Postgres

https://www.postgresql.org/support/security/CVE-2026-6460/
2•basilikum•21m ago•0 comments