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California rocked by another earthquake that will unleash the Big One

https://www.dailymail.com/sciencetech/article-15973745/california-earthquake-unlocks-san-andreas-...
1•Bender•1m ago•0 comments

Ask HN: How do you troubleshoot desktop Linux crashes/freezes?

1•Curiositry•1m ago•0 comments

Wyoming's 'Explosive Diarrhea' Cases Double, Linked to Travel Outside of U.S.

https://cowboystatedaily.com/2026/07/13/wyomings-explosive-diarrhea-cases-double-linked-to-travel...
1•Bender•2m ago•0 comments

Show HN: Nihonpost – I parsed Japan Post's KEN_ALL.CSV so you don't have to

https://github.com/Thiya11/nihonpost
2•kitsunechaos•8m ago•0 comments

Ask HN: AI Agent and harness containerization/security recommendations

1•dv35z•8m ago•0 comments

Why 'Asia's cleanest village' bans tourists on Sundays

https://www.bbc.com/travel/article/20260625-why-asias-cleanest-village-bans-tourists-on-sundays
1•gmays•8m ago•0 comments

Trump Shrinks Grand Staircase-Escalante and Bears Ears National Monuments

https://www.sltrib.com/news/environment/2026/07/13/president-trump-shrinks-bears-ears/
1•almog•9m ago•0 comments

Four awful new privacy-eroding features from Meta in a month

https://manualdousuario.net/en/meta-instagram-ai-facial-recognition/
3•rpgbr•11m ago•0 comments

Show HN: I built a one-prompt hackathon platform, free entry, sponsored prizes

https://1shotchallenge.ai
3•lucasmartinic•13m ago•0 comments

" We care deeply about your privacy and respect customer choice"

https://twitter.com/spacexai/status/2076692402442846289
1•telotortium•14m ago•0 comments

Show HN: A reproducible harness for catching agent-eval cheating

https://github.com/sebuzdugan/agent-eval-harness
1•sebuzdugan•16m ago•0 comments

Show HN: Raftig – Plant Breeding X Naval Combat Roguelike

https://raftig.seldoncortex.com/
1•EstanislaoStan•16m ago•0 comments

Karios AI Agent Carzy

https://github.com/adnqcr7-code/kairosv2
1•kairos_agent•23m ago•0 comments

Claude is just Mr. Meeseeks

https://github.com/thephw/claude-meseeks
2•patrickwiseman•23m ago•0 comments

Soofi – Sovereign Open Source Foundation Models

https://www.soofi.info/
1•karussell•24m ago•1 comments

NYC Launches "Public Interest Technology (Pit) Crew" to Build Digital Solutions

https://www.nyc.gov/mayors-office/news/2026/07/mayor-mamdani-launches--public-interest-technology...
1•ChrisArchitect•26m ago•1 comments

How does an LLM feel about you?

https://sackfield.substack.com/p/how-does-an-llm-feel-about-you
1•sackfield•27m ago•0 comments

Economists are coming around to the idea that AI really is killing jobs

https://qz.com/economists-ai-job-displacement-industrial-revolution-statement-071326
3•pseudolus•28m ago•1 comments

The Estranged Worlds of J. G. Ballard

https://lareviewofbooks.org/article/jg-ballard-illuminated-man-christopher-priest-nina-allan/
1•Caiero•29m ago•0 comments

A Large-Scale Empirical Study of AI-Generated Code in Real-World Repositories

https://arxiv.org/abs/2603.27130
1•softwaredoug•30m ago•0 comments

$65K to work at Anthropic? Debate ensues amid IPO wave

https://missionlocal.org/2026/07/anthropic-sf-affordability-ipo-housing-evictions-rent/
2•gcheong•30m ago•0 comments

Primate 0.40: Route pages, store enums, async schemas and events

https://primate.run/blog/primate-040
4•terrablue•31m ago•0 comments

DOOMQL – what if SQLite were the game engine?

https://github.com/petergpt/doomql
1•simonw•32m ago•1 comments

SHOW HN: Every Repo as a Unique Galaxy

https://gitgalaxy.io/
1•squid-protocol•34m ago•1 comments

Frankie: AI analyst you can email to get work done

https://getcompound.ai/blog/introducing-frankie
1•somerandomness•37m ago•0 comments

The Work of Helping A.I. Destroy Work

https://www.nytimes.com/2026/07/10/business/ai-white-collar-jobs.html
1•bookofjoe•38m ago•1 comments

MindRoom: AI agents that live in Matrix and work everywhere

https://www.nijho.lt/post/mindroom/
1•AdamGibbins•39m ago•0 comments

The case of the 500-mile email (2002)

https://www.ibiblio.org/harris/500milemail.html
1•downbad_•40m ago•1 comments

Pentagon suspends CMMC phase two requirements, launches review of program

https://federalnewsnetwork.com/cybersecurity/2026/07/pentagon-suspends-cmmc-phase-two-requirement...
2•petethomas•41m ago•0 comments

MIT's New Method Flags AI Models Trained on CASM Without Generating It

https://insideai.news/news/ai-safety/mits-new-method-flags-ai-models-trained-on-child-abuse-image...
1•sdoering•43m 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