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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•8mo ago

Comments

anuragdt•8mo 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•8mo 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•8mo 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

AI Agent Hallucinations: Causes, Types, and How to Prevent Tool Errors

https://manveerc.substack.com/p/ai-agent-hallucinations-prevention
1•manveerc•1m ago•0 comments

A CEO, Captured

https://om.co/2026/01/27/a-ceo-captured/
1•headalgorithm•1m ago•0 comments

Show HN: A private, PQ-secure, infinitely scalable blockchain[fully open-source]

https://github.com/nerv-bit/nerv
1•Nerv_b•2m ago•0 comments

Scientists achieve pancreatic tumour regression in breakthrough study

https://www.euronews.com/health/2026/01/28/scientists-achieve-pancreatic-tumour-regression-in-bre...
1•beejiu•4m ago•0 comments

Code review is dead, long live code review

https://evnm.substack.com/p/code-review-is-dead-long-live-code
5•todsacerdoti•5m ago•0 comments

The surprising engineering choices behind Claude Code's TUI [video]

https://www.youtube.com/watch?v=LvW1HTSLPEk
1•EPendragon•6m ago•0 comments

Specs Inc

https://newsroom.snap.com/introducing-specs-inc
1•cdruff•6m ago•0 comments

Show HN: Marches and Gnats – Coding puzzle game where you program Turing machine

https://mng.quest/
2•maltsev•8m ago•1 comments

Show HN: Frigatebird – embedded OLAP database built on io_uring

1•platoventure•8m ago•0 comments

Docsend forced me to switch to Pitchwise

https://www.pitchwise.se
1•dabojula•8m ago•0 comments

Show HN: I made a game to teach you to play blindfold chess

https://shahkur.specr.net
1•vunderba•9m ago•0 comments

Amazone One palm authentication discontinued

https://amazonone.aws.com/help
1•KerryJones•9m ago•0 comments

Show HN: Hot Dev – a new backend workflow language and platform

https://hot.dev
1•csummers•9m ago•0 comments

Press RELEASE: It is 85 seconds to midnight

https://thebulletin.org/2026/01/press-release-it-is-85-seconds-to-midnight/
1•bryanrasmussen•10m ago•0 comments

Valve faces lawsuit over developer commissions on Steam

https://www.gamedeveloper.com/business/valve-faces-lawsuit-over-developer-commissions-on-steam
1•tbmtbmtbmtbmtbm•10m ago•1 comments

Vacuum Engine

https://en.wikipedia.org/wiki/Vacuum_engine
1•thunderbong•10m ago•0 comments

Show HN: I Built a Sandbox for Agents

https://github.com/vrn21/bouvet.com
1•vrn21•10m ago•0 comments

Bananapedia

https://github.com/MadAvidCoder/Bananapedia
1•Tomte•11m ago•0 comments

The Build Games: $1M Builder Competition

https://build.avax.network/build-games
1•avery_bartlett•11m ago•1 comments

Show HN: BlackTent – a strictly local CLI for sanitized incident bundles

https://github.com/sylviesuite/blacktent
1•blacktent•11m ago•0 comments

Astrological CPU Scheduler

https://github.com/zampierilucas/scx_horoscope
1•vitaut•11m ago•0 comments

Spinning around: Please don't – Common problems with spin locks

https://www.siliceum.com/en/blog/post/spinning-around/
1•bdash•12m ago•0 comments

Will AIs Take All Our Jobs and End Human History–Or Not?

https://writings.stephenwolfram.com/2023/03/will-ais-take-all-our-jobs-and-end-human-history-or-n...
1•lukakopajtic•12m ago•0 comments

It Just Takes a Minute

https://ninjasandrobots.com/have-you-given-up-on-your-new-year-s-resolutions-yet
1•nate•12m ago•0 comments

AI First Designer School

https://www.skool.com/ai-design/about
1•eustoria•12m ago•0 comments

The Problem with Secondhand Clothing

https://slate.com/business/2026/01/thrifting-haul-shein-fast-fashion-environmental-harms.html
1•eustoria•13m ago•0 comments

We could produce a lot of electricity on the land used for biofuels

https://hannahritchie.substack.com/p/biofuels-vs-solar-land
1•atlasunshrugged•14m ago•0 comments

Show HN: AGENTS.lock – a package manager for Agents/Skills/MCPs

https://github.com/luml-ai/AGENTS.lock
3•iryna_kondr•15m ago•0 comments

Show HN: Gaussian Splatting from a single photo in ~10 seconds on a Mac Mini

https://mukba.ng/p?id=QpwWE7p3ONlgg
1•mnorris•15m ago•0 comments

Signs of Terry Pratchett's dementia appear in Discworld years before diagnosis

https://boingboing.net/2026/01/28/signs-of-terry-pratchetts-dementia-appear-in-his-books-a-decade...
2•ViktorRay•16m ago•1 comments