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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

Ten Advances in Mathematics and Theoretical Computer Science [pdf]

https://cdn.openai.com/pdf/ten-proofs-oai.pdf
1•ahlCVA•1m ago•0 comments

Norway's first adventure games (2025)

https://spillhistorie.no/2025/09/11/norways-first-adventure-games-part-1/
2•kqr•4m ago•0 comments

Sunsetting New.email

https://resend.com/blog/sunsetting-new-email
2•vednig•6m ago•0 comments

Stacked Diffs (and why you should know about them) (2023)

https://newsletter.pragmaticengineer.com/p/stacked-diffs
2•theanonymousone•11m ago•0 comments

Simon Willison on DeepSeek-V4-Flash-0731

https://simonwillison.net/2026/Jul/31/deepseek-v4-flash-0731/
7•theanonymousone•16m ago•1 comments

The Kurzgesagt Situation is Insane [video]

https://www.youtube.com/watch?v=OX1yHmeLPy8
3•wrxd•17m ago•0 comments

RamenHaus

https://ramen.haus/
5•oler•17m ago•0 comments

Unifeyn – upload any content and get notes, flashcards, and quizzes from it

https://www.unifeyn.app/
2•securemepro•22m ago•0 comments

1 in 10 comments across 40 subreddits disappeared within 36 hours

https://growtika.com/blog/reddit-comment-removal-study
2•Growtika•25m ago•0 comments

Show HN: SendPage – Paste AI-generated HTML, get a link clients can open

https://sendpageapp.com
2•jack714•26m ago•1 comments

The Obligatory AI Post

https://lapcatsoftware.com/articles/2026/7/15.html
3•latexr•28m ago•0 comments

"Last month, you watched TV for less than an hour per day on average"

https://twitter.com/oohweehuman/status/2083162929369878606
2•turrini•31m ago•0 comments

Multi-Paxos vs. Strong-Sync vs. Raft

https://medium.com/from-zero-to-seekdb/multi-paxos-vs-strong-sync-primary-replica-vs-raft-which-h...
2•jinqueeny•36m ago•0 comments

EU will mandate labels on authentic-looking AI content starting August 2

https://www.engadget.com/2227966/eu-mandate-labels-on-authentic-looking-ai-content/
3•vrganj•39m ago•0 comments

Free tools for Etsy sellers, podcasters, and indie devs

https://thesellermind.com/tools/fee-calculator
2•haimo•40m ago•0 comments

FBI gets voter's IP address in new fraud probe tactic

https://www.axios.com/2026/07/31/fbi-voter-ip-address-investigation
4•_tk_•43m ago•1 comments

How to Do Great Work

https://paulgraham.com/greatwork.html
2•tosh•46m ago•0 comments

The Chatbot Act Forces One Parenting Model on Every Family

https://www.eff.org/deeplinks/2026/07/chatbot-act-forces-one-parenting-model-every-family
3•mdp2021•49m ago•0 comments

Leopold Aschenbrenner Built a Hot A.I. Hedge Fund. Then It Melted Down

https://www.nytimes.com/2026/07/31/business/situational-awareness-leopold-aschenbrenner.html
5•sbulaev•59m ago•2 comments

Google Just Ruined One of Its Most Important Tools

https://www.theatlantic.com/technology/2026/07/google-earth-ai-images/688145/
4•eloisius•59m ago•1 comments

Perplexity AI loses bid to toss Reddit lawsuit over data scraping

https://www.reuters.com/legal/litigation/perplexity-ai-loses-bid-toss-reddit-lawsuit-over-data-sc...
2•thm•1h ago•0 comments

What makes good magnet programs attractive?

https://www.educationprogress.org/p/what-makes-good-magnet-programs-attractive
2•barry-cotter•1h ago•0 comments

Ask HN: How did your boss's behavior change with the rise of AI?

2•aredirect•1h ago•1 comments

Granola Class Action Lawsuit

https://twitter.com/RobertFreundLaw/status/2083350273758728216
2•freestylematt•1h ago•0 comments

WTF Happened in 1971?

https://wtfhappenedin1971.com/
3•baxtr•1h ago•1 comments

Show HN: Wisp – a Linux shell with Lua scripting and structured pipelines

https://github.com/Hinikaa/wisp
2•hinikaa•1h ago•0 comments

Bloom Filters

https://arpitbhayani.me/blogs/bloom-filters/
2•vishwajeet_thok•1h ago•0 comments

AI doesn't generate working products, that's still your job

https://weeraman.com/the-prototype-isnt-the-product/
5•smckk•1h ago•1 comments

Amgen Reports Breach to SEC

https://databreaches.net/2026/07/31/amgen-reports-breach-to-sec/
2•WaitWaitWha•1h ago•0 comments

How Functional Is Human Tetrachromacy? (Ooqui) [video]

https://www.youtube.com/watch?v=NLC38iB7deE
2•zeristor•1h ago•0 comments