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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

Show HN: World Sizer – A world map where area reflects population, GDP, and more

https://douwe.com/projects/worldsizer
1•dosinga•1m ago•0 comments

Chinese Gov issue warning: Don´t talk to aliens if you see one [video]

https://www.tiktok.com/@juliettheband/video/7676891956911295758
1•trilogic•2m ago•0 comments

Show HN: Ringdl2 – A lightweight Linux downloader in Rust using io_uring

https://github.com/infomaniac777/ringdl2/blob/master/README.md
1•infomaniac777•3m ago•0 comments

The Web-Search Latency Your Agent Pays

https://telem.ai/blog/latency-research
1•mohanz•4m ago•0 comments

Japan's music cafés are striking a chord abroad

https://www.economist.com/culture/2026/08/20/japans-music-cafes-are-striking-a-chord-abroad
2•andsoitis•7m ago•0 comments

Ask HN: Guess what makes SSH multiplexing physically impossible

1•logicallee•8m ago•0 comments

Ask HN: Any opinions on Muse Code over others?

1•senor_digimon•13m ago•0 comments

A Tale of Two Flink Autoscalers

https://netflixtechblog.com/a-tale-of-two-flink-autoscalers-e9f6a1b1492b?source=rss-c3aeaf49d8a4-...
1•sbulaev•16m ago•0 comments

Malware infects Android-based automotive head unit firmware

https://securelist.com/android-head-unit-malware/121106/
11•campuscodi•17m ago•0 comments

Things a Computer Scientist Rarely Talks About, by Donald E. Knuth

https://www.christiancentury.org/reviews/2011-04/things-computer-scientist-rarely-talks-about-don...
2•senor_digimon•18m ago•1 comments

Yomif Kejelcha regains world half marathon record with 56:51 in Buenos Aires

https://worldathletics.org/competitions/world-athletics-label-road-races/news/world-half-marathon...
1•wslh•20m ago•0 comments

Go Ahead, Sean Duffy. Let Your Daughter Go to Harvard

https://www.nytimes.com/2026/08/23/opinion/harvard-education-ideology-political-polarization.html
1•berkeleyjunk•20m ago•0 comments

Show HN: Rmp, a Subsonic music player for generating playlists on the fly

https://github.com/codesoap/rmp
1•codesoap•22m ago•0 comments

AwardMath – Award Travel Planner

https://awardmath.com
1•info-cast-hub•23m ago•0 comments

Soofi S 31.6B. German Open Moe Explained

https://kie.ai/blog/what-is-soofi-s-31-6b
1•pelasaco•25m ago•0 comments

Vibedecode

https://vibe-decode.com/
1•implexlabs•26m ago•1 comments

There is now over 2,100 hours of video evidence on Archive Genocide

https://archivegenocide.com/
3•34679•26m ago•0 comments

Ask HN: Is Apple Messages plugin for ChatGPT a privacy risk?

https://twitter.com/stevemoraco/status/2091194172917338520
2•taubek•27m ago•0 comments

Ask HN: What a fullstack dev should know about security?

1•ah1508•28m ago•0 comments

All Your Heroes Were on Drugs

https://medium.com/belover/all-your-heroes-were-on-drugs-b1eafd9adf50
1•andsoitis•28m ago•0 comments

The rise and fall of rationality in language (2021)

https://www.pnas.org/doi/10.1073/pnas.2107848118
2•mpweiher•30m ago•0 comments

Show HN: Ever Wanted to Call Codex from Claude Code? My Harness Orchestrator

https://github.com/ptmrio/harness-subagent
3•SPQRK•32m ago•0 comments

Trump administration's 75-country visa ban was illegal, judge rules

https://www.npr.org/2026/08/22/nx-s1-5941765/trump-immigration-visa-ban-75-countries
6•garbawarb•36m ago•0 comments

ChatGPT Is a Japanese Internet Degen

https://theosteiner.de/chatgpt-is-a-japanese-degen-or-how-fried-chicken-sent-me-down-a-tokenizer-...
3•theo-steiner•37m ago•0 comments

My Contaminated Smile (<2003)

https://web.archive.org/web/20101126175812/http://www.mouthmag.com/issues/58/contam_smile.htm
2•verisimi•39m ago•0 comments

There's no substitute for real-world experience

https://mattcasmith.net/2026/08/23/no-substitute-real-world-experience
2•mattcasmith•40m ago•1 comments

The Bay Area's 'city of the dead'

https://www.sfgate.com/local/article/bay-area-colma-cemeteries-22364598.php
3•gmays•41m ago•0 comments

Personal care products are awash in unlabeled toxic chemicals, study finds

https://www.theguardian.com/us-news/2026/aug/23/personal-care-products-unlabeled-toxic-chemicals
3•pseudolus•42m ago•0 comments

The Interview That Wouldn't Die

https://returnzero.dev/articles/coding-interviews-in-the-age-of-ai
1•rotemmiz•44m ago•1 comments

Together – Community mental health support through shared therapeutic silence

https://together.lyfmail.com/
1•LYFMail•45m ago•0 comments