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Over 20k precolonial earthworks in the Southwest Amazonia

https://www.nature.com/articles/s41586-026-10835-7
1•wslh•23s ago•0 comments

LLMs Reward Expertise

https://www.seangoedecke.com/llms-reward-expertise/
3•MaxMussio•1m ago•0 comments

Rhine falls to record low levels as drought strains Europe's rivers

https://www.bbc.com/news/articles/c78gn8zvrx4o
1•ijidak•1m ago•0 comments

Net Revenue Tracker

https://sidepop.io
1•ecaglar•1m ago•0 comments

Show HN: Yaka Clothing

https://www.instagram.com/reel/DblcZc_NbN5/
1•dp-hackernews•2m ago•0 comments

I downloaded and reviewed NYC's grocery store RFP

https://twitter.com/nickkokonas/status/2084312689682108669
1•rmason•4m ago•0 comments

Show HN: Peko, an End-to-End Platform for Shipping Native Apps

https://pekoui.com
1•IAmPrestonBrown•8m ago•0 comments

I got tired of the endless 'news' barrage

https://flowinfo.co/
1•flowinfo•9m ago•1 comments

When Cloud AI Escapes: OpenAI and Anthropic Models Breach Live Networks

https://blog.neutrontech.ai/2026/08/03/when-cloud-ai-escapes-openai-anthropic-models-breach-live-...
2•NeutronTech_ai•9m ago•0 comments

The State of Chez Scheme in Debian

https://weinholt.se/articles/state-of-chezscheme-in-debian/
1•birdculture•10m ago•0 comments

Google dev kit spurs first-ever agent-on-agent violence

https://www.theregister.com/security/2026/08/03/google-dev-kit-spurs-first-ever-agent-on-agent-vi...
2•hacker_nows•11m ago•0 comments

A Claude Skill that runs a skeptical-VC teardown on your startup idea

https://github.com/zszendro/vc-teardown
1•zszendro•12m ago•0 comments

The Patreon Problem

https://www.pleasehustleresponsibly.com/p/the-patreon-problem
1•angelahollowell•14m ago•1 comments

Connecting an LLM to Your Data Is the 21% Solution

https://optimaflo.io/blog/connect-llm-to-your-data
1•evan_rosa•14m ago•0 comments

Company Offering Printed Books to Train AI Stops After 404 Media Coverage

https://www.404media.co/ai-company-training-scanning-books-database-isbndb/
2•Jimmc414•16m ago•0 comments

Abridge a code diff into a reading diff

https://meat.dev
1•keleftheriou•16m ago•0 comments

Demand from AI data centers drives up computer memory prices

https://www.npr.org/2026/07/30/nx-s1-5909318/massive-demand-from-ai-data-centers-drives-up-comput...
2•Jimmc414•16m ago•0 comments

Used Claude to make a screen time app that let's me exclude certain apps

https://github.com/DaanyaalSobani/truescreentime
1•daanyaalss•16m ago•1 comments

The SpaceX Falcon 9 Moon Crash Is a Warning for Lunar Bases

https://www.wired.com/story/spacex-falcon-moon-crash-warning-for-lunar-bases/
3•ojosilva•17m ago•1 comments

The System That Turned Paper Charts into Digital Medical Records

https://spectrum.ieee.org/ieee-milestone-digital-medical-records
1•Jimmc414•17m ago•0 comments

Show HN: Svelte-rs – a Svelte compiler in Rust

https://github.com/MrWaip/svelte-rs
2•mrwaip•18m ago•0 comments

Observational planning for the 2026 August 5 Falcon 9 Upper Stage lunar impact

https://arxiv.org/abs/2607.14625
1•wertyk•18m ago•0 comments

Show HN: Poker and Liar's Dice over Bluetooth Low Energy

https://testco.de/airplane-mode-games
1•yincrash•18m ago•0 comments

Show HN: Dashboard for UniFi Up-AirQuality Sensor

https://github.com/bsidio/unifi-protect-airquality-dashboard
1•humbfool2•19m ago•0 comments

No data centers in my backyard

https://jasmi.news/p/no-data-centers-in-my-backyard
2•annapowellsmith•19m ago•1 comments

Rider on the Storm (2011)

https://www.damninteresting.com/rider-on-the-storm/
1•EndXA•20m ago•0 comments

Code Scan Challenge

https://codedelta.app/article-scan-challenge.html
1•code-delta-app•20m ago•0 comments

Boomers Are Leaving Behind More Art Than Anyone Wants

https://www.bloomberg.com/news/features/2026-07-31/the-great-wealth-transfer-includes-1-trillion-...
2•lispybanana•21m ago•0 comments

Eating less protein could help you live longer (mouse study)

https://www.scientificamerican.com/article/eating-less-protein-could-help-you-live-longer/
1•abawany•21m ago•0 comments

Scaling Agents for Computer Use

https://openreview.net/challenge?redirect=%2Fforum%3Fid%3Deve4jBYa8D%26noteId%3D1ibCP6aCv6%26refe...
2•taro666•21m 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