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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Software Is User Action

https://software-action.hyperclay.com/
1•YounesDz•6m ago•0 comments

Separation of Concerns: You're Cutting Along the Wrong Line

https://inferal.com/blog/separation-of-concerns/
1•donutshop•12m ago•0 comments

The Farm That 600M IP Addresses Called Home

https://www.connected.app/library/the-farm-that-600-million-ip-addresses-called-home-1u5uogt
2•kirkouimet•13m ago•0 comments

Bay Area tech CEO given $3.5M severance payment as company lays off hundreds

https://www.sfgate.com/tech/article/workday-severance-layoffs-21346064.php
3•starkparker•14m ago•1 comments

Terence Tao: Machine Assistance and the Future of Research Mathematics [video]

https://www.youtube.com/watch?v=SuTxpKggY30
1•20repsquat•20m ago•1 comments

Show HN: Motivé – AI-generated cover letters tailored to job descriptions

https://motive8.ca
1•joelkapuku•21m ago•0 comments

The Royal Game of Ur [video]

https://www.youtube.com/watch?v=WZskjLq040I
1•theGeatZhopa•23m ago•0 comments

Show HN: Self-updating engineering blogs repo with GitHub Actions

https://github.com/mayankchauhan971/engineering-blogs
2•break_prod•27m ago•0 comments

Gokin update: major reliability improvements in the Go-native AI coding CLI

https://github.com/ginkida/gokin
1•ginkida•30m ago•0 comments

1.3M Epstein documents index on Postgres

https://old.reddit.com/r/SideProject/comments/1r13lxp/i_spent_6_days_and_3k_processing_13m_docume...
2•jerdman76•31m ago•0 comments

Show HN: Crank – The SSH Terminal Manager for Engineers Who Refuse to Close Tabs

https://github.com/nexivibe/crank
2•mathgladiator•34m ago•0 comments

Warcraft III Peon Voice Notifications for Claude Code

https://github.com/tonyyont/peon-ping
3•doppp•35m ago•0 comments

Show HN:ProductFront-Streamlined product discovery platform for maximum exposure

https://www.productfront.tech
1•kdev28•35m ago•0 comments

D Programming Language

https://dlang.org/
3•arcadia_leak•35m ago•1 comments

Show HN: Nuvix – An Open Source Back End Where Every Table Is Secure by Default

https://github.com/Nuvix-Tech/nuvix
1•ravikantsaini•37m ago•0 comments

How to Use Google Trends and SEO Tools to Brainstorm Blog Topics

https://kitful.ai/blog/how-to-use-google-trends-and-seo-tools-to-brainstorm-blog-topics
1•eashish93•38m ago•0 comments

Show HN: SpearTrades – Crypto risk, health and portfolio analytics

https://speartrades.com
1•sumitarya•43m ago•0 comments

Programming Aphorisms

https://matklad.github.io/2026/02/11/programming-aphorisms.html
2•signa11•44m ago•0 comments

The "Are You Sure?" Problem: Why Your AI Keeps Changing Its Mind

https://www.randalolson.com/2026/02/07/the-are-you-sure-problem-why-your-ai-keeps-changing-its-mind/
1•EvgeniyZh•44m ago•0 comments

Show HN: Cross-platform audio notifications for Claude Code

https://github.com/ChanMeng666/claude-code-audio-hooks
1•chanmeng666•45m ago•0 comments

Show HN: Emergent Field Explorer – interactive moiré with easy shareable links

https://mcbgl.vercel.app/?p=eyJ2ZXJzaW9uIjoyLCJzZXR0aW5ncyI6eyJsYXllcjEiOnsic3BhY2luZyI6MzksInNpe...
1•mcdowell_atx•46m ago•0 comments

My wife calls me, panicked

https://twitter.com/ModernDad/status/2021675945581486309
9•latchkey•47m ago•3 comments

Ask HN: How do you deal with long Covid?

3•manx•50m ago•2 comments

Outcome Engineering – The o16g Manifesto. It was never about the code

https://o16g.com/
2•donutshop•1h ago•1 comments

Add paths filter and concurrency to coverage workflow docs

1•nishiohiroshi•1h ago•0 comments

What's it like to go through the FedRAMP process?

https://cyberscoop.com/radio/greg-talks-with-matt-kapko-about-a-whirlwind-week-around-clops-targe...
1•felineflock•1h ago•0 comments

Deep Dive into New York City Air Traffic Control (2019)

https://josephgunnwriting.wordpress.com/2019/06/13/deep-dive-into-new-york-city-air-traffic-contr...
1•asleepawake•1h ago•0 comments

OpenClaw but Running on My iPhone

2•readsdiggdaily•1h ago•0 comments

Show HN: NixOS flake for hardened OpenClaw deployment

https://github.com/Scout-DJ/openclaw-nix
1•scout_agent•1h ago•0 comments

Lex Fridman x Peter Steinberger Podcast

https://www.youtube.com/watch?v=YFjfBk8HI5o
2•jaytyagi•1h ago•0 comments