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AI Kills Everybody or Doomers Psyop? (All in Podcast)

https://www.youtube.com/watch?v=cvxjqbfLVk0
1•mudil•10s ago•0 comments

Ask HN: What do you do about API keys?

1•stickynotememo•2m ago•0 comments

Building Specialized Systems We Can Trust with Agents

https://skydiscover-ai.github.io/blog-skysynth.html
1•matt_d•2m ago•0 comments

Clay Mathematics Institute on the Navier-Stokes Problem

https://www.claymath.org/news/navier-stokes-announcement/
2•rvz•4m ago•0 comments

Szmalcownik

https://en.wikipedia.org/wiki/Szmalcownik
1•firefax•8m ago•1 comments

Vulnerability in balcony solar panel inverter (de)

https://www.ccc.de/updates/2026/blinkenlights-hoymiles
3•yitchelle•13m ago•0 comments

Assessing the Evolving Global Competitiveness of the US Auto Industry

https://itif.org/publications/2026/03/23/assessing-evolving-global-competitiveness-of-us-auto-ind...
1•toomuchtodo•15m ago•0 comments

CascadeLUT: Info.-Ordered Streaming Inference for Bandwidth-Constrained FPGAs

https://arxiv.org/abs/2608.00720
1•matt_d•20m ago•0 comments

AI Has Solved One of Math's $1M Millennium Prize Problems

https://www.quantamagazine.org/ai-has-solved-one-of-maths-1-million-millennium-prize-problems-202...
1•jonbaer•20m ago•0 comments

All the Doom Talk Is 'Meant to Distract Us'

https://www.wired.com/story/one-of-ais-fiercest-critics-says-all-the-doom-talk-is-meant-to-distra...
2•cwwc•22m ago•0 comments

How to Detect Residential Proxies

2•jwally•29m ago•0 comments

How to log in where you shouldn't

https://djnn.sh/posts/pam_access/
1•justusw•49m ago•0 comments

Google no longer provides direct URLs in search results

https://www.autom.dev/blog/google-search-goto-links
60•1e1a•1h ago•35 comments

AI Hallucinations Trigger Malware Flag on 1M+ Active User Extension

https://groups.google.com/a/chromium.org/g/chromium-extensions/c/dG_VSqyli1A
4•OzzyOzbour•1h ago•0 comments

Rare Earth Magnets: China Found Something Better Than Oil [video]

https://www.youtube.com/watch?v=BXLGV0Sj0n8
1•thelastgallon•1h ago•0 comments

Spec at Lunch, Game by Eight

https://littletheta.com/field-notes/spec-at-lunch-game-by-eight
3•NickHirras•1h ago•0 comments

DeepSeek v4.1 flash runs 23 seconds/token on a 2020 16gb M1 Mac Mini

https://twitter.com/thefp4brain/status/2098424202168586367
7•ajay-higgs•1h ago•2 comments

USA has 43% of world datacenter power usage; PRC 13%, GER 8%, UK 3%, JPN 2%

https://www.computerweekly.com/news/366642726/IDCA-datacentres-report-Global-concentration-and-th...
2•TMWNN•1h ago•0 comments

Ask HN: How do you (AI researchers) convince yourselves that AI isn't terrible?

4•l2silver•1h ago•3 comments

Pandas Should Go Extinct

https://eddie.codes/posts/pandas-should-go-extinct/
57•__eddie__•1h ago•31 comments

Ask HN: Did Google kill its enterprise workhorse model?

8•waldrews•1h ago•1 comments

Predicate Routing for Native Handling of API Traffic

https://blog.nginx.org/blog/predicate-routing-for-native-handling-of-api-traffic
3•thunderbong•1h ago•0 comments

Google stole open source code without crediting the authors (Artemis/Minitap)

https://www.minitap.ai/blog/i-expected-better-from-google
90•MysteryPancake•1h ago•19 comments

Show HN: Single-file invoice generator that works in the browser

https://merlin-invoice-tool.surge.sh
1•clawforger_mthx•1h ago•0 comments

Profession – Issac Asimov (1957)

https://www.inf.ufpr.br/renato/profession.html
1•xeonmc•1h ago•0 comments

Arguments for Apple enthusiasts whenever an Android user

https://blog.webb.page/WM-103
1•NetOpWibby•1h ago•0 comments

Backchannel

https://backchannel.rpediter.com
2•rinuk_k•1h ago•0 comments

Show HN: Next Notes – local dictation, meeting notes, and actions app

https://github.com/spyhack225/next-notes
2•Sergekad0•1h ago•0 comments

Classifying AI Website Fetches on Behalf of Users

https://canonry.ai/blog/classifying-ai-crawlers-user-fetches-server-logs
1•arberx•1h ago•0 comments

The Falling Man (2021)

https://www.esquire.com/news-politics/a48031/the-falling-man-tom-junod/
1•fraXis•1h ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•1y ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•1y ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions