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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

My thoughts on the future of Go in the AI era

https://packagemain.tech/p/my-thoughts-on-the-future-of-go-in-ai-era
1•der_gopher•54s ago•0 comments

Rise and Fall of Silicon Graphics,the Giant That Built Hollywood's Biggest Films [video]

https://www.youtube.com/watch?v=zE86S5n7gk8
1•oldnetguy•1m ago•0 comments

Programming Thinking [video]

https://www.youtube.com/watch?v=KtBefDeECVU
1•erichocean•2m ago•0 comments

State of CLI Coding Agents, Mid-2026

https://blog.arcbjorn.com/state-of-cli-coding-agents-2026
1•gmays•4m ago•0 comments

Reflect Open – a new chapter for Reflect

https://reflect.app/blog/reflect-open
1•allenleee•4m ago•0 comments

Iran Messaged Vance Warning That US Envoys Were "Abusing" Their Inside Access

https://www.dropsitenews.com/p/iran-jd-vance-kushner-witkoff-exploiting-negotiations
1•enraged_camel•9m ago•0 comments

ChatGPT's Wokeness Could Cost OpenAI Millions [video]

https://www.youtube.com/watch?v=RUgF7MoUetk
1•moebrowne•9m ago•0 comments

Lab 6

https://lab6.com
1•figbert•9m ago•0 comments

The Alignment Sciences Academy

https://alignment-sciences-academy.citizen-of-earth.chatgpt.site/
1•CitizenOfEarth•12m ago•0 comments

PolicyBot–open source GitHub Action enforce commit convention and PR quality

https://github.com/mogwi1983/policybot
1•jamesrodriguez6•15m ago•0 comments

Redis slashed 25% of its Tel Aviv workforce (and 200 worldwide)

https://www.timesofisrael.com/israeli-founded-data-tech-unicorn-set-to-slash-25-of-its-tel-aviv-w...
2•ohjeez•16m ago•0 comments

Tell HN: Fable Credits Are 150x More Expensive

4•yesitcan•18m ago•2 comments

Falsehoods Programmers Believe About Names (2010)

https://www.kalzumeus.com/2010/06/17/falsehoods-programmers-believe-about-names/
1•FigurativeVoid•18m ago•0 comments

Tipping Points: When the Climate System Flips

https://www.tobiasreithmeier.de/en/blog/ipcc-tipping-points-climate-system
1•JuriKeller•20m ago•0 comments

Five arrested after Hong Kong police raid independent bookshops

https://www.bbc.com/news/articles/cq61660qpdpo
2•tartoran•22m ago•0 comments

Three Ways to Write a Table in Podlite

https://www.perl.com/article/three-ways-to-write-a-table-in-podlite/
2•oalders•23m ago•0 comments

A Case Against SDKs

https://twitter.com/alvinsng/status/2077114275412512868
4•favoboa•27m ago•1 comments

Leaked Suno code lists 2,013,545 YouTube Music clips

https://www.theverge.com/ai-artificial-intelligence/966072/suno-ai-music-training-scraping-youtub...
1•logickkk1•29m ago•1 comments

Musk wants to open source X

https://twitter.com/elonmusk/status/2077361679034118271
2•miohtama•29m ago•1 comments

Show HN: Limits, an on-device iOS app for tracking AI usage limits

https://getlimits.app
1•treexs•30m ago•0 comments

Fourier pixels for bidirectional light control

https://www.nature.com/articles/s41586-026-10681-7
2•gnabgib•30m ago•0 comments

Every successful GPT-Red attack becomes defender training data

https://twitter.com/OpenAI/status/2077446721161093124
2•logickkk1•30m ago•0 comments

CVE-2026-15409: SonicWall SMA 1000 SSRF Zero-Day

https://hellorecon.com/blog/cve-2026-15409
1•slvnx•30m ago•0 comments

Making 768 servers look like 1

https://planetscale.com/blog/making-768-servers-look-like-1
3•aarvin_roshin•31m ago•0 comments

Dev Log #0: A look inside GSV

https://gsv.space/blog/dev-log-0/
1•deathbyknowledg•31m ago•0 comments

Show HN: Health.md, an Apple Health exporter for files and self-hosted APIs

https://github.com/CodyBontecou/health-md
1•codybontecou•32m ago•0 comments

Egyptian Afterlife Walkthrough

https://zhenyi.gibber.blog/egyptian-afterlife-walkthrough
1•zhenyi•32m ago•0 comments

Human intelligence may lie in the power of a single brain cell

https://medicalxpress.com/news/2026-07-secret-human-intelligence-power-brain.html
2•gmays•33m ago•0 comments

The Chip Is a $15,000 25-MPH EV That Makes Driving Optional

https://insideevs.com/news/801772/chip-motors-ev-remote-driving-2026/
1•atlasunshrugged•34m ago•1 comments

Open-source multi-gateway payments in ~10 lines of code

https://github.com/paycan-app/paycan
2•mehraban•36m ago•0 comments