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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

Show HN: FLIP TABLE 2026

https://fliptable.nyc/
1•wibbily•2m ago•0 comments

Show HN: Kill 80% of meetings by sending short clips back-and-forth

https://www.flowylabs.ai/llink
1•talksik•4m ago•0 comments

Fauci Funded Wuhan Lab Research That Sparked Covid

https://www.odni.gov/index.php/newsroom/press-releases/press-releases-2026/4166-pr-11-26
3•ffdni•8m ago•0 comments

The Flat Curve Society

https://steve-yegge.medium.com/the-flat-curve-society-36c8b01eb33b
1•andsoitis•12m ago•0 comments

Show HN: Coding Tools MCP – Give any LLM agent the ability to code

https://github.com/xyTom/coding-tools-mcp
1•xytom•12m ago•0 comments

Ice Water Drowning Survival After 147-Minute Submersion and Hypothermic Arrest

https://www.jacc.org/doi/10.1016/j.jaccas.2025.104885
2•js2•13m ago•0 comments

Adding face tracking to my Pico 4

https://www.kitsu.red/blog/2025-08-06-face-tracking-for-pico-4
1•kitsune_cw•13m ago•0 comments

California 'billionaire tax' makes ballot despite opposition from tech moguls

https://www.theguardian.com/us-news/2026/jun/18/california-billionaire-tax-ballot-tech-opposition
3•dmitrygr•14m ago•1 comments

Show HN: Guess the World Cup players' home club

https://juice.name/
1•chadwittman•16m ago•0 comments

Place 24 rowers in 4 boats of 6 – how many days for every pair to meet?

https://quirino.net/blog/4boats/
1•quirino•17m ago•0 comments

Rclone: "Rsync for Cloud Storage"

https://github.com/rclone/rclone
1•pretext•17m ago•0 comments

Show HN: Sqim – install your iOS builds from Codex mobile without VPN

https://www.sqim.dev/
2•neel-m•21m ago•0 comments

Building Cursor for Traders

https://runhalcyon.com/
2•chips2011•24m ago•1 comments

Snapfari App

https://snapfari.app/
2•soupspaces•27m ago•0 comments

Two-Letter Scrabble Words Visualized as Stem and Leaf Plot (2020)

https://www.gideongoldin.com/blog/2020/10/1/data-visualizations-for-text-the-verbal-stem-amp-leaf...
2•aragonite•28m ago•0 comments

Google's Secret Warrant Fight over DOJ Pipe Bomb Probe Revealed

https://www.bloomberg.com/news/articles/2026-06-18/google-s-secret-warrant-fight-over-doj-pipe-bo...
2•rndsignals•34m ago•0 comments

Is the world becoming more predictable?

https://www.ft.com/content/b1f417eb-f120-4e3f-8c85-6db3013c33ee
2•petethomas•44m ago•0 comments

The Ghost in the Ledger

https://banapana.substack.com/p/the-ghost-in-the-ledger
2•ruzelmania•45m ago•1 comments

Applied AI Engineer/ Product Builder/ Data Science

2•ahorton•46m ago•0 comments

The Reason Your IT Team Isn't Getting Anything Done

https://techstrong.it/contributed-content/the-real-reason-your-it-team-isnt-getting-anything-done/
2•mooreds•50m ago•1 comments

Between backyards and nakamals: Shifting Australia–Vanuatu relations

https://www.lowyinstitute.org/publications/between-backyards-and-nakamals-shifting-australia-vanu...
2•mooreds•50m ago•0 comments

CS 153: Frontier Systems

https://cs153.stanford.edu/
2•mooreds•50m ago•0 comments

Ask HN: Has AI made digital distribution more powerful than code?

2•akashwadhwani35•51m ago•1 comments

Our game anticheat has no kernel driver, we catch not block

https://cyberlete.net
3•sunuam•59m ago•1 comments

Adama City Government Exposes 29 GB of Sensitive Ethiopian Citizens' Data

https://write-ups.security-chu.com/2026/06/Adama-Service-with-Data-Breach.html
2•news_rt•59m ago•0 comments

Writing for humans is the only SEO trick left

https://pithandpip.com/blog/the-best-aeo
2•maguay•1h ago•2 comments

SQLite Hub

https://oliverjessner.at/sqlite-hub/
2•jonbaer•1h ago•0 comments

A bold satellite rescue mission came together in record time, but will it work?

https://arstechnica.com/space/2026/06/a-bold-satellite-rescue-mission-came-together-in-record-tim...
4•Jtsummers•1h ago•0 comments

AI coding: loop engineering a translator

https://jeena.net/loop-engineering
2•jeena•1h ago•0 comments

The First Website Killed by Google: Their Online Answer Marketplace

http://answers.google.com/answers/browse/1200.html
2•noah34•1h ago•2 comments