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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

AI Software Development – What Does the Data Say?

https://codemanship.wordpress.com/2026/08/12/ai-software-development-what-does-the-data-say/
1•GeneralMaximus•1m ago•0 comments

Backgroundcanvas: One-stop free online image background editor

1•chgxue•2m ago•0 comments

Omnimount – Read/write ext4 and NTFS on macOS, no kernel extensions

https://omnimount.es/
1•ramdoor•3m ago•0 comments

Amethyst Vein – A cross-platform, open-source SwiftData replacement

https://forums.swift.org/t/amethyst-vein-a-cross-platform-open-source-swiftdata-alternative/89009
1•miakoring•3m ago•1 comments

Hong Kong Large Dataset – Real Estate RV

https://webb-database.com/dbpub/rvddistricts.asp
1•realsirjoe•4m ago•0 comments

Bruno raises $3M to keep building their API Client

https://blog.usebruno.com/the-funding-announcement-we-never-made
1•arlemi•4m ago•0 comments

Show HN: SharpSkill, we gamified a free training platform for tech interviews

https://sharpskill.dev/en
2•Enjoyooor•5m ago•1 comments

Pi coding agent: config folder is out of place on Linux

https://github.com/earendil-works/pi/issues/534
1•joooscha•6m ago•0 comments

Pakistani Judges Give Their Verdict on JudgeGPT

https://spectrum.ieee.org/judgegpt-experiment
1•nithssh•8m ago•1 comments

ReplayHouse – Turn ClickHouse into a reinforcement learning replay buffer

https://jaymebrd.github.io/replayhouse/
2•GeorgeMac•9m ago•0 comments

Show HN: Mdv – preview, share, verify and fix Markdown from your terminal

https://github.com/gogainda/mdview-cli
1•Igor_Wiwi•11m ago•0 comments

PEP 836

https://peps.python.org/pep-0836/
3•timkofu•13m ago•1 comments

Show HN: Selvum – a password manager designed to outlive its developer

https://www.selvum.app/
1•selvum•13m ago•0 comments

Survivorship Bias in Money: Why Every Success Story Is a Lie of Omission

https://comuniq.xyz/Wealth/post?t=1563
2•01-_-•14m ago•0 comments

I built TikTok, but instead of videos you scroll through cool GitHub repos

https://laurentiugabriel.github.io/gitok/
2•laurentiurad•14m ago•0 comments

The 7.2 kernel has been released

https://lwn.net/Articles/1088991/
1•nyku•14m ago•0 comments

Are Microsoft's AI plans being held back by a shortage of chips?

https://www.theguardian.com/technology/2026/aug/17/are-microsofts-ai-plans-being-held-back-by-a-s...
1•colinb•15m ago•0 comments

Collatz with 6 Wang Tiles

https://tristan.st/blog/six_tiles
1•soupspaces•15m ago•0 comments

Best IPTV Services in 2026: Top Providers Reviewed

https://sites.google.com/view/8-best-iptv-2026/
1•bansiwebix•15m ago•0 comments

Git.sr.ht is being disrupted by aggressive LLM crawlers

https://status.sr.ht/
2•WhyNotHugo•16m ago•1 comments

How to copy equations from ChatGPT to word without losing formatting [video]

https://www.youtube.com/watch?v=crpeQ2I1CGU
2•quysala123•19m ago•0 comments

There Is Still No Silver Bullet

https://cekrem.github.io/posts/there-is-still-no-silver-bullet/
1•signa11•21m ago•0 comments

Susan Kare: Designing Icons and Graphics for the Original Mac [video]

https://www.youtube.com/watch?v=YEvLKzsEwMw
1•tosh•21m ago•0 comments

Build a solar generation forecast dashboard in Python

https://www.meteosource.com/blog/solar-generation-dashboard-python
1•Thunder_rumbles•23m ago•0 comments

Skills x2, 108 Runs: Optimising Efficacy and Token Efficiency

1•darvh•28m ago•0 comments

Salami Slicing Tactics

https://en.wikipedia.org/wiki/Salami_slicing_tactics
2•rzk•28m ago•0 comments

Show HN: HRConvert2 – A public facing self hosted file conversion server

https://github.com/zelon88/HRConvert2
2•zelon88•28m ago•0 comments

Llama-macOS – Agentic and MCP Native macOS Front End for Llama.cpp

https://github.com/ggml-org/Llama-macOS
1•car•28m ago•1 comments

Show HN: Split Image

https://splitimage.cc/
1•artiomyak•28m ago•0 comments

SAS Rescued Trapped British Diplomats in Albania

https://mydiplomaticlife.com/exclusive-how-sas-rescued-trapped-british-diplomats-in-albania/
1•chipndale•29m ago•1 comments