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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

Removing React.js from the codebase and adapting Htmx for UI interactivity

https://misago-project.org/t/removing-reactjs-from-the-codebase-and-adapting-htmx-for-ui-interact...
1•Ralfp•3m ago•0 comments

Why I Left Google DeepMind

https://www.lesswrong.com/posts/iKm2FhpWkuuBojm82/why-i-left-google-deepmind
1•eatitraw•5m ago•1 comments

"Please just use plain English, I don't understand what you're saying."

https://twitter.com/mykola/status/2081450468178579594
1•alediaferia•5m ago•0 comments

Show HN: Agent Console – A Local Dashboard for Codex and Claude Code

https://github.com/buhuipao/agent-console
1•buhuipao•6m ago•0 comments

Brief notes on the OpenAI/Hugging Face incident

https://abstatisticalconsulting.substack.com/p/brief-notes-on-the-openaihugging
1•eatitraw•7m ago•0 comments

Resumepilot

https://resumpilot-xtlr.bolt.host
1•ibrahemalghazy•12m ago•0 comments

Absolute Truths I Unlearned as Junior Developer (2019)

https://monicalent.com/blog/2019/06/03/absolute-truths-unlearned-as-junior-developer/
1•downbad_•13m ago•0 comments

Heartbeats and Heart Attacks (2016)

https://tabletopwhale.com/2016/10/19/heartbeats-and-heart-attacks.html
1•downbad_•13m ago•0 comments

Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction

https://bair.berkeley.edu/blog/2026/07/26/abbel/
1•SVI•15m ago•0 comments

Replacing gas stove can help asthmatics as much as some drugs, US experts find

https://www.theguardian.com/environment/2026/jul/24/replacing-gas-stove-can-help-asthmatics-as-mu...
2•u1hcw9nx•21m ago•0 comments

The Alice and Bob After Dinner Speech (1984)

https://hex.ooo/library/alicebob.html
1•kamma4434•22m ago•0 comments

TV presenter and comedian Bill Oddie dies at 85

https://www.bbc.co.uk/news/articles/cjejw8pq5elo
1•zeristor•23m ago•3 comments

Mirelba II

https://medium.com/luminasticity/mirelba-ii-1d3fcb3b0926
1•bryanrasmussen•27m ago•0 comments

Stop Pathologizing Ordinary Life

https://www.nytimes.com/2026/07/26/opinion/mental-health-exercise-charity.html
3•Michelangelo11•31m ago•0 comments

Show HN: NameThatUI – A quiz game to test your UI design knowledge

https://namethatui.org/
1•tangjei•33m ago•0 comments

You can view a lot of shared conversations via Google

https://old.reddit.com/r/ClaudeAI/comments/1v6fiyj/you_can_view_a_lot_of_shared_conversations_via/
1•tamnd•36m ago•0 comments

AI YouTube Video Generator: From Content Creation to Scalable Video Production

https://textideo.com/use-cases/youtube
1•cloaud•37m ago•0 comments

Shay Locomotives

https://www.shaylocomotives.com/
1•Rygian•38m ago•0 comments

FICC Curves and Surfaces Are Built

https://medium.com/@DolphinDB_Inc/the-hidden-foundation-of-pricing-and-risk-how-ficc-curves-and-s...
1•CrazyTomato•42m ago•0 comments

Logic 2010

https://logiclx.humnet.ucla.edu/
1•let_rec•44m ago•0 comments

Chinese chipmaker shares surge 470%

https://www.bbc.com/news/articles/c9q9w3x9qn2o
7•pingou•49m ago•0 comments

The Future According to LLMs

https://www.thefutureaccordingtoai.com/
3•superted•54m ago•3 comments

VLC for Unity now supported on Linux

https://code.videolan.org/videolan/vlc-unity
4•martz•55m ago•1 comments

RS-485

https://en.wikipedia.org/wiki/RS-485
1•doener•56m ago•0 comments

SimpleDMARC – DMARC monitoring that turns the raw XML reports into plain English

https://simpledmarc.com/
1•maniargaurav•58m ago•0 comments

Show HN: Gitwig – Mouse-drivable Git TUI and multi-repo dashboard in Rust

https://gitwig.dev/
1•tareqmy•1h ago•0 comments

China memory chipmaker CXMT's shares soar in blockbuster listing

https://www.euronews.com/business/2026/07/27/china-memory-chipmaker-cxmts-shares-soar-in-blockbus...
4•amelius•1h ago•0 comments

ZeroEntropy Joins Notion

https://zeroentropy.dev/articles/zeroentropy-is-joining-notion/
1•kisamoto•1h ago•0 comments

The Indie Hacker Economy Is a Pyramid Scheme

https://medium.com/westenberg/the-indie-hacker-economy-is-a-pyramid-scheme-d06cb5789648
7•latexr•1h ago•0 comments

China State Media Says Support for Open AI Models Has Limits

https://www.bloomberg.com/news/articles/2026-07-27/china-state-media-says-support-for-open-ai-mod...
2•maxloh•1h ago•1 comments