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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

Tracking Singularity – A Curated Log of Important Events in AI Since Mid 2026

https://trackingsingularity.com/
1•dejavucoder•1m ago•0 comments

SunCalc – sunrise, sunset, shadow length, solar eclipse

https://www.suncalc.org
1•gregsadetsky•2m ago•0 comments

Picking a domain name is hard

https://aetherspe.cc/blog/20260925-picking_a_domain_name_is_hard/
1•weakened_malloc•6m ago•0 comments

Show HN: Sitcom Flavour – Season your Claude Code chats with sitcom replies

https://ada.tools/sitcom-flavour/
1•EmreErkan•6m ago•0 comments

Stanford used AI to replace Hispanic student with Black woman in photo

https://www.msn.com/en-ca/money/general/stanford-used-ai-to-replace-hispanic-student-with-black-w...
1•pykello•9m ago•0 comments

Goodbye Google

https://robert.ocallahan.org/2026/09/goodbye-google.html
2•Murmuring9087•18m ago•0 comments

Krakatoa, an interactive 2.5D painting of the 1883 eruption

https://www.echohive.ai/experiments/krakatoa
1•echohive42•19m ago•0 comments

Jev Based Code Review

https://github.com/egma-ai/jev-code-reviewer
1•namanbhulawat•21m ago•1 comments

Plex: Remote Streaming via Third-Party Apps to Require a License

https://netguide.io/news/en/2026/09/22/plex-remote-streaming-via-third-party-apps-to-require-a-li...
3•sippingabonedry•22m ago•0 comments

Proofmode

https://proofmode.org/
2•F3nd0•24m ago•0 comments

Vulnerability Cve-2026-82958

https://vulnerability.circl.lu/vuln/cve-2026-82958
1•anonyoum•29m ago•0 comments

What your phone is made of

https://anas-sabbar.ca/writing/what-your-phone-is-made-of/
2•Roccan•30m ago•0 comments

Fzakaria/omnibin: Every binary nixpkgs ever shipped, on your PATH

https://github.com/fzakaria/omnibin
1•Tomte•30m ago•0 comments

Finding Bugs

https://matklad.github.io/2026/09/19/finding-bugs.html
1•jamilbk•33m ago•0 comments

What's New in Oracle Solaris 11.4 SRU 95

https://blogs.oracle.com/solaris/whats-new-in-oracle-solaris-11-4-sru-95
2•zdkaster•36m ago•0 comments

Pompeii test case demonstrates Gaussian Splatting's potential

https://www.gim-international.com/news/pompeii-test-case-demonstrates-gaussian-splatting-s-potent...
1•bryanrasmussen•36m ago•0 comments

Every Package Is Installed

https://fzakaria.com/2026/09/24/every-package-is-already-installed
1•ghuntley•40m ago•0 comments

Perch: Semantic Code Linting with Jev

https://github.com/lakeday-org/perch
1•handfuloflight•41m ago•0 comments

Is indirect prompt injection still a big threat as models get more advanced?

https://realarcherl.github.io/posts/prompt_injection/
3•ArcherL•47m ago•4 comments

AI/ML Engineer

https://docs.google.com/forms/d/e/1FAIpQLSdrsnW2CpvYDBRZnS91cL4nXgnvi1mwQSYqF6IhvGPImaLKYw/viewform
1•lets_talk•1h ago•0 comments

We Built Safety into Muse

https://research.meta.ai/blog/security-and-safety-for-ai-agents-our-approach-with-muse
1•AnhTho_FR•1h ago•0 comments

Micron Technology sucessfully demonstrates first 512GB DDR5 RDIMM module

https://investors.micron.com/news/press-release/2026/Micron-Advances-Memory-Innovation-With-the-W...
1•peter_d_sherman•1h ago•0 comments

September's ozone hole biggest in 20 years, warning signs appeared months ago

https://www.rnz.co.nz/news/science-and-technology/1572285/september-s-ozone-hole-biggest-in-20-ye...
3•colinprince•1h ago•0 comments

Collaborative Editing in Wordgard

https://marijnhaverbeke.nl/blog/collaborative-editing-wordgard.html
4•fagnerbrack•1h ago•1 comments

Plan Mode Is Dead

https://www.aymannadeem.com/artificial/intelligence,/developer/tools/2026/09/24/plan-mode-is-dead...
2•jmvldz•1h ago•0 comments

Power your agents: Gemini 3.8 Live with Live Avatar is now generally available

https://cloud.google.com/blog/products/ai-machine-learning/gemini-3-8-live-with-live-avatar-is-no...
1•planteur•1h ago•0 comments

What I Found Out About Organ Donation Shocked Me

https://www.nytimes.com/2026/09/18/opinion/organ-donation-system-ethics-trust.html
3•Alien1Being•1h ago•3 comments

Scalable Subagents

https://github.com/ringlochid/oh-my-subagents
1•ringlochid•1h ago•0 comments

We Built a City of 10k AI Researchers

https://lab.cloud/society/
1•simonpure•1h ago•0 comments

Congestion pricing funds $5M program for overnight truck deliveries in NYC

https://gothamist.com/news/congestion-pricing-funds-5-million-program-for-overnight-truck-deliver...
1•geox•1h ago•0 comments