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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

ProTracker 4.1

https://aminet.net/package/mus/edit/ProTracker-4.1
1•doener•42s ago•0 comments

Samenland Village SIM – Plant a Seed. Watch It Grow

https://samenland.app/
1•doener•1m ago•0 comments

MoofTCP – A modern replacement for MacTCP on 68k Macs

https://github.com/matthewmrichter/mooftcp
2•marcusbasant•4m ago•0 comments

Sotot: A small daemon&readonly dashboard for the things that need your attention

https://github.com/bradfitz/sotot
1•flyingsky•5m ago•0 comments

Software Line Specialist

https://lovro-bikic.github.io/software-line-specialist/
1•travisgriggs•5m ago•0 comments

Someone is drawing the GTA VI logo in the sky

https://www.flightradar24.com/N1810R/42723777
2•tacodestroyer•6m ago•0 comments

Show HN: Convert recorded class lectures into PDF/eBooks

https://lecturetobook.com/
1•h02•6m ago•0 comments

Superintelligence – Why the people building it keep warning us about it

https://byjorin.substack.com/p/the-superintelligence-story
1•jorin•11m ago•0 comments

Resyn Cloud

https://resyn.cloud/
1•oblongsquare69•11m ago•0 comments

No Intel, no Qualcomm: Huawei unveils its first '100% domestic' desktop

https://www.scmp.com/tech/tech-trends/article/3373435/no-intel-no-qualcomm-huawei-unveils-desktop...
3•yogthos•12m ago•0 comments

Meld Feature: Synchronization Points

https://help.gnome.org/meld/syncpoints.html
1•zahrevsky•14m ago•0 comments

Paper: Nubank cuts AI agent update cycles from 3 weeks to under 5 days

https://arxiv.org/abs/2609.30137
1•rkovashikawa•15m ago•0 comments

SWE-2 Flash

https://cognition.com/blog/swe-2-flash
1•keyle•16m ago•0 comments

Canada Budget 2026: Key Measures

https://www.canada.ca/en/department-finance/news/2026/11/budget-2026-key-measures.html
2•corny•23m ago•0 comments

Teaching Qwen Why

https://www.lesswrong.com/posts/35yw2qGK7naFLAvcq/teaching-qwen-why-1
1•gmays•24m ago•0 comments

Show HN: Taskivities – where tasks follow you till they are done

https://www.taskivities.com/
1•y1426i•26m ago•1 comments

DimuonScope: SVG Instrument Real-Time Kinematic Topology Detection.CMS Open Data

https://zenodo.org/records/23989544
1•zwanemakki•27m ago•0 comments

Major Investors Are Skeptical Anthropic IPO Can Achieve $1.5T Valuation

https://www.wsj.com/finance/major-investors-are-skeptical-anthropic-ipo-can-achieve-1-5-trillion-...
6•JumpCrisscross•27m ago•3 comments

Noissh

https://github.com/gedigi/noissh
1•gedigi•27m ago•1 comments

Improved throughput with lesser memory per key as compared to Redis

https://warefeats.com/posts/2026-11-05-kv-stores-redis-vs-valkey-vs-dragonfly-vs-kividb/
2•murtazayusuf•30m ago•0 comments

Elon Musk's nearly half a billion dollars in midterms spending was a flop

https://www.theguardian.com/technology/2026/nov/04/elon-musk-midterm-spending-analysis
2•Alien1Being•31m ago•5 comments

Show HN: Cabinet of Distilled Pixels

https://cjauvin.github.io/pixel-cabinet/
3•cjauvin•31m ago•0 comments

The Unwilding of Patagonia's Pollinators

https://biographic.com/the-unwilding-of-patagonias-pollinators/
1•ohjeez•32m ago•0 comments

University libraries are being swarmed by AI bots, putting public access at risk

https://www.cbc.ca/news/world/university-libraries-ai-data-scraping-bots-9.7408287
2•mattm•37m ago•0 comments

Can Marissa Mayer, Yahoo's Former CEO, Help Fix A.I.'S Gender Problem?

https://www.nytimes.com/2026/10/25/style/marissa-mayer-ai-assistants-women.html
2•Anon84•40m ago•1 comments

Prisment – Local-first doc workspace (Markdown, OpenAPI, Mermaid)

https://prisment.io/
1•northbit•40m ago•1 comments

Major Investors Are Skeptical Anthropic IPO Can Achieve $1.5T Valuation

https://www.wsj.com/finance/major-investors-are-skeptical-anthropic-ipo-can-achieve-1-5-trillion-...
5•sandinmyjoints•40m ago•2 comments

Why Americans Stopped Throwing Dinner Parties

https://www.theatlantic.com/ideas/2026/10/americans-socialization-dinner-decline-hosting/688846/
2•gmays•41m ago•0 comments

Show HN: 3-minute desk breaks based on Radio Taiso and Wordle

https://www.audioround.com/
2•riscii68•44m ago•0 comments

Show HN: I made a game where you have to think of answers others wouldn't give

https://downtheline.io/
1•silverunlim•45m ago•0 comments