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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

The age of token efficiency, the age of libraries

https://golemui.com/blog/the-age-of-token-efficiency/
1•handfuloflight•38s ago•0 comments

Ex-JPMorgan banker files federal civil rights suit alleging racism, sexual abuse

https://www.morningstar.com/news/pr-newswire/20260727ny12568/former-jpmorgan-executive-files-swee...
1•sizzle•56s ago•0 comments

Manticore Search 28.4.4:Faster KNN, conversational search, installs and faceting

https://medium.com/@s_nikolaev/manticore-search-28-4-4-faster-knn-better-conversational-search-an...
1•snikolaev•1m ago•0 comments

VibeUE: Unreal Engine Vibe Coding Tool

https://github.com/kevinpbuckley/VibeUE
1•nateb2022•2m ago•0 comments

Newspeak

https://github.com/dv-hart/newspeak
1•handfuloflight•10m ago•0 comments

Show HN: I taught Claude Code to file Indian income-tax returns (ITR)

https://github.com/karanb192/itr-wala
1•karanb192•13m ago•0 comments

Storj begins court-supervised restructuring, proposes equity for token holders

https://www.storj.io/blog/an-open-letter-to-the-storj-token-community-the-restructuring-the-netwo...
1•Manouchehri•22m ago•0 comments

Architecting Persistent Memory for Multi-Agent System [video]

https://www.youtube.com/watch?v=lw52w7Pw86M\
1•handfuloflight•25m ago•0 comments

Playing Computer Music via Am Radio on Computers Like Altair, IMSAI, PDP8, etc.

https://github.com/rcl9/Playing-Computer-Music-via-AM-Radio-on-IMSAI-8080-PDP8-Sorcerer-TRS80-etc...
1•TMWNN•28m ago•1 comments

Show HN: A macOS Port of Ventoy2disk

https://github.com/fcjr/ventoy-mac
1•fcjr•32m ago•0 comments

Sam Altman: "Never a Better Time to Do a Startup" [video]

https://www.youtube.com/watch?v=ZIaOBAjvc38
1•tvvocold•33m ago•0 comments

39,535+ hours of open robot data

https://datasets.bot/
1•ilreb•38m ago•0 comments

Walk on Decomposed Subdomains

https://clementjambon.github.io/wods/index.html#blogpost
1•E-Reverance•39m ago•0 comments

ICE launching operation in New York City

https://thehill.com/policy/national-security/5992642-ice-queens-long-island-raids/
3•Alien1Being•41m ago•0 comments

Key Considerations for On-Premises Project Management Platform Planning

https://ones.com/blog/10-key-considerations-for-on-premises-project-management-platform-planning/
1•coding1134•41m ago•0 comments

Tracked Capabilities for Safer Agents

https://martinodersky.substack.com/p/tracked-capabilities-for-safer-agents
2•matt_d•42m ago•0 comments

Street videos 'exploiting' vulnerable people

https://www.bbc.com/news/articles/c0rdglq4nvlo
1•1659447091•46m ago•0 comments

Dunning-Kruger effect is the result of statistical artifact

https://neurosciencenews.com/dunning-kruger-inversion-confidence-31132/
1•_superposition_•46m ago•0 comments

Can AMD Break the CUDA Moat? AMD Advancing AI 2026

https://newsletter.semianalysis.com/p/can-amd-break-the-cuda-moat-amd-advancing
2•gmays•52m ago•0 comments

Claude's code comments – too much or just enough?

4•lalaleslieeeee•1h ago•2 comments

CharaLab

https://aicharalab.com/
2•zzkk•1h ago•0 comments

Deep in This Lake, a Contagious Cancer Is Spreading

https://www.nytimes.com/2026/07/22/science/contagious-cancer-catfish.html
1•gmays•1h ago•0 comments

Playing with Playbook; the scheduling app for astronauts (2015)

https://blogs.esa.int/iriss/2015/09/09/playing-with-playbook/
1•prawn•1h ago•0 comments

Show HN: SeaTicket – AI agent that resolve GitHub and Discord issues

2•Daniel-Pan•1h ago•0 comments

Show HN: Coast – Turn an iPhone into a control surface for a Mac

https://coast.masn.studio
1•MasonChen•1h ago•0 comments

Ask HN: What apps are you building?

7•totaldude87•1h ago•5 comments

Using an open model feels surprisingly good

https://matthewsaltz.com/blog/using-an-open-model-feels-surprisingly-good/
62•msaltz•1h ago•29 comments

An Uncomplicated Man

https://www.lrb.co.uk/the-paper/v48/n14/emily-wilson/an-uncomplicated-man
6•andsoitis•1h ago•1 comments

Zureka: A way forward to solving the thorniest issues in quantum mechanics

https://deivondrago.substack.com/p/zureka-a-way-forward-to-solving-the
2•mellosouls•1h ago•0 comments

Is This What Comes After AI Slop?

https://www.theatlantic.com/technology/2026/07/daggermouth-novel-bestseller-ai/688067/
4•acmnrs•1h ago•1 comments