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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: Ex Situ – open-source spatial index of displaced cultural artifacts

https://exsitu.app/map
4•hbyel•2m ago•0 comments

Church was sacred, now it is theater

https://www.flocksafety.com/industries/places-of-worship
1•maieuticagent•3m ago•0 comments

Looking for contributors – trie based memory efficient LLM runner

https://github.com/oteomamo/SALT
1•omamo•5m ago•0 comments

ShotPlan: Cinematic Video Generation with Learnable Planning Token

https://pensioner-11.github.io/ShotPlan/
2•ilreb•13m ago•0 comments

Reasons for having your own website in 2026

https://bellkiosk.website/blog/reasons-to-website.html
3•vinhnx•13m ago•0 comments

Show HN: UEFI Bootloader for TempleOS

https://codeberg.org/0x2f22d23e/UwUEFI
2•AlecMurphy•14m ago•0 comments

Laura Grego on satellites, nuclear weapons and the battle for our skies

https://www.theguardian.com/lifeandstyle/2026/jul/20/doomsday-system-physicist-laura-grego-satell...
3•oriettaxx•17m ago•0 comments

AI's solution to 87-year-old riddle takes mathematicians by surprise

https://www.newscientist.com/article/2580374-ais-solution-to-87-year-old-riddle-takes-mathematici...
2•vismit2000•17m ago•0 comments

What Becomes Scarce After Intelligence?

https://manasbihani.substack.com/p/every-ai-bet-is-the-same-bet
2•manasb25•20m ago•0 comments

Perverse Polymorphism

https://www.science.org/content/blog-post/perverse-polymorphism
2•bryanrasmussen•21m ago•0 comments

Eliminating Conda/CUDA dependency hell in computational biology pipelines

https://github.com/evo-design/proto-tools
2•LionTurtle13•23m ago•0 comments

Paper Soccer

https://paper.soccer/
4•soupspaces•27m ago•1 comments

Show HN: Vertically Works – UI components built on writing-mode: vertical-RL

https://vertically.works
2•jihoons•28m ago•0 comments

Show HN: DroneWorld – Earth with multiplayer drones and Ethereum real estate

https://droneworld.app/
2•mannders•31m ago•0 comments

Elite Young Runners Are Becoming Freakishly Fast. Welcome to 'Trackflation'

https://www.wired.com/story/teenagers-running-trackflation/
2•gammarator•32m ago•0 comments

Show HN: Repolink – Turn any GitHub repo into a tool for any of your projects

https://github.com/imjszhang/js-repolink
2•imjszhang•36m ago•0 comments

X (Formerly Twitter) Is Going Open Source

https://twitter.com/elonmusk/status/2077361679034118271
4•LopRabbit•36m ago•0 comments

Bash for Browser Front End

https://alganet.github.io/terminal/?p=post:2026-07-21-00-Bash-for-Browser-Frontend&lang=en
2•gaigalas•39m ago•0 comments

Show HN: Fluidic Network Grid – A branchless control plane in Jax

https://github.com/PJHkorea/Fluidic_Network_Grid
2•PJHkorea•43m ago•1 comments

Show HN: Imud – Gpsd, but for IMUs

https://github.com/richcreations/imud
2•richcreations•46m ago•0 comments

Covid-19 Misinformation

https://en.wikipedia.org/wiki/COVID-19_misinformation
3•num42•51m ago•1 comments

Foldkit

https://foldkit.dev/
3•handfuloflight•52m ago•0 comments

Video-use: Edit videos with coding agents

https://github.com/browser-use/video-use
3•nateb2022•54m ago•0 comments

Five US tech giants' hidden debts soar to $1.65T on opaque AI funding

https://asia.nikkei.com/business/technology/five-us-tech-giants-hidden-debts-soar-to-1.65tn-on-op...
55•NordStreamYacht•55m ago•4 comments

Salami Slicing Tactics

https://en.wikipedia.org/wiki/Salami_slicing_tactics
3•num42•55m ago•0 comments

Running Doom on Our Custom CPU and Going Viral

https://www.armaangomes.com/blogs/doom/
13•arghunter•56m ago•0 comments

A Koi Pond Mosaic Made from 10 Pounds of 3D Printer Waste

https://www.instructables.com/A-Koi-Pond-Mosaic-Made-From-10-Pounds-of-3D-Printe/
16•sudo_cowsay•59m ago•1 comments

Jane Street: Incremental

https://github.com/janestreet/incremental
18•handfuloflight•1h ago•2 comments

Windows Performance Exploitation

https://lagtency.com/2026/06/25/win-perf/
2•proxylatte•1h ago•0 comments

VTubing: How a Japanese Phenomenon Is Going Worldwide

https://www.tokyodev.com/articles/vtubing-how-a-japanese-phenomenon-is-going-worldwide
3•pwim•1h ago•0 comments