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We've Reached the End of Political Accountability

https://www.esquire.com/news-politics/politics/a73230257/political-accountability-arizona-governo...
1•allgirl•1m ago•0 comments

The universe isn't random – it's something stranger – Stephen Wolfram [video]

https://www.youtube.com/watch?v=U8Omt6K8OnM
1•evo_9•4m ago•0 comments

Agentic AI Workflows and the Future of Streaming Ad Tech

https://www.streamingmedia.com/Articles/ReadArticle.aspx?ArticleID=175405
1•breve•9m ago•1 comments

EP 175: Bayrob

https://darknetdiaries.com/episode/175/
1•paulpauper•12m ago•0 comments

Are we threatened by AI misalignment seen in the OpenAI Hugging Face attack?

https://www.lesswrong.com/posts/H6DDSEvrtCk8Sehfd/are-we-existentially-threatened-by-the-type-of-ai
1•paulpauper•13m ago•0 comments

"We removed over 80% of Claude Code's system prompt for Opus 5 and Fable 5"

https://twitter.com/trq212/status/2080710971228918066
1•nreece•23m ago•0 comments

Turn and Face the Strange

https://fly.io/blog/kurt-scott-money-sprites/
2•karimf•26m ago•0 comments

Show HN: PartSense – Smart inventory and BOM management for hardware labs

https://partsense.app
1•loicd31•29m ago•0 comments

Show HN: AI Meter – Local token usage with energy and water estimates

https://ai-meter.app
1•zeko1195•29m ago•0 comments

Names with the largest count in their first appearance on the national list

https://nobodynamed.com/viz/debut-of-the-year
1•michaelcolenso•29m ago•1 comments

Can AI Run a Food Truck Business?

https://foodtruckbench.com
1•handfuloflight•30m ago•0 comments

Kimi K3's Design Secret May Be in Its Thinking Traces

https://notes.designarena.ai/kimi-k3s-design-secret-may-be-in-its-thinking-traces/
2•giuliomagnifico•31m ago•0 comments

Classical Acceptance Is Not Hybrid Authentication: Measuring X.509 Verifier

https://arxiv.org/abs/2607.20800
1•sbulaev•34m ago•0 comments

Black Perl

https://en.wikipedia.org/wiki/Black_Perl
1•thunderbong•34m ago•0 comments

Japanese Firm to Train Robot with AI to Reproduce Runners' Movements

https://japannews.yomiuri.co.jp/science-nature/technology/20260403-320199/
1•mushstory•36m ago•0 comments

Setting up a remote environment for agentic coding on a VPS

https://ma.ttias.be/remote-coding-environment-vps/
2•nreece•38m ago•1 comments

Cut Token Costs in Half

https://tokenkits.vercel.app
1•mattmerrick•47m ago•0 comments

IT Atlas

https://www.levels.fyi/atlas
2•trekhleb•52m ago•0 comments

Show HN: RMCP.dev – An MCP server that finds other MCP servers

https://rmcp.dev/
1•garazy•53m ago•0 comments

Fountible: Agentic Figma

https://fountible.com/
1•handfuloflight•54m ago•0 comments

Reddit Calls Anthropic a 'Freeriding Pirate'

https://runtimewire.com/article/reddit-calls-anthropic-a-freeriding-pirate-and-cites-ruling-behin...
3•ryanmerket•55m ago•1 comments

Starship's Thirteenth Test Flight

https://www.spacex.com/launches/starship-flight-13v
2•JumpCrisscross•56m ago•0 comments

Hannah Fry Wins the Leelavati Prize in 2026 for Mathematics Outreach

https://www.maths.cam.ac.uk/features/professor-hannah-fry-wins-leelavati-prize
2•agnishom•56m ago•0 comments

US moves to regulate hidden car handles

https://www.semafor.com/article/07/23/2026/us-moves-to-regulate-hidden-car-handles
2•jmsflknr•1h ago•0 comments

Show HN: Maps of >100 theories for how society works inc. Graham / Thiel / Smith

https://society.clearerthinking.org/
1•bestOfSocrates•1h ago•0 comments

IBM Acquiring HRL Laboratories

https://newsroom.ibm.com/2026-07-23-ibm-to-acquire-hrl-laboratories-to-power-the-future-of-quantum
1•osnium123•1h ago•3 comments

Midjourney Releasing v8.2

1•endmund•1h ago•1 comments

Pliny the Liberator claims universal jailbreak of models

https://twitter.com/elder_plinius/status/2080767011614015543
2•dnw•1h ago•1 comments

Trump's Plan for Science: More Money for A.I., Less for Universities

https://www.nytimes.com/2026/07/22/us/politics/trump-research-funding-artificial-intelligence.html
4•cratermoon•1h ago•1 comments

22 Years of Rails

https://twitter.com/rails/status/2080580838530355432
1•vinnyglennon•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