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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

It's Been 20 Years Since Astronomers Decided Pluto Isn't a Planet

https://www.cnet.com/science/space/20-years-since-astronomers-decided-pluto-isnt-a-planet/
1•speckx•3m ago•0 comments

Headlong: A Microharness for Persistent Agents

https://www.laude.org/updates/headlong-a-microharness-for-persistent-agents
1•lbw1215•13m ago•0 comments

AI algorithm for room temperature superconductor, candidate detected

https://zenodo.org/records/22073633
1•tsagaansuld•14m ago•0 comments

Ask HN: What's the current state of Quantum Vulnerability

1•vednig•14m ago•0 comments

'Normal' research trap limits EU scientific breakthroughs, disruptive innovation

https://www.researchgate.net/publication/408700233_A_%27normal%27_research_trap_limits_scientific...
1•musha68k•18m ago•0 comments

Decentralized Universal Computer

https://github.com/Skills03/universal-computer
4•RIshabh235•20m ago•1 comments

Ask HN: Good large format (>20 inches) touchscreen E-Paper display options?

5•foota•21m ago•0 comments

Self host sheets, docs, drive, email

1•smalltorch•23m ago•0 comments

Show HN: JSON Support – Free JSON and CSV to Excel Conversion Without Signups

https://www.jsonsupport.com/
1•Sharanxxxx•35m ago•0 comments

Have We Forgotten How to Design?

https://lmnt.me/blog/have-we-forgotten-how-to-design.html
3•maguay•37m ago•0 comments

Amazon EC2 Beta (20 years ago)

https://aws.amazon.com/blogs/aws/amazon_ec2_beta/
2•jeffbarr•39m ago•0 comments

Sleepwalker: Passive Backdoor with Its Own Command Language

https://r136a1.dev/2026/08/24/sleepwalker-a-passive-backdoor-with-its-own-command-language/
3•defrost•41m ago•0 comments

Show HN: Safepine OS – A Quantitative Finance Engine in D Language (LGPL)

https://safepine.co/
1•safepine•44m ago•0 comments

How to Design an Animation

https://kciter.so/posts/how-to-design-animation/en/
2•kciter•53m ago•1 comments

Show HN: How to Fish Wiki – Bosses, Fish and Guides

https://how-to-fish-game.wiki
1•light001•54m ago•0 comments

Right-Sized Language Model

https://joecooper.me/blog/cpuhaiku/
2•thatjoeoverthr•56m ago•0 comments

NYC's 911 System Had an Outage. Officials Kept Quiet About It

https://www.nytimes.com/2026/08/24/nyregion/mamdani-911-outage-nyc.html
4•ChrisArchitect•1h ago•2 comments

SiFive's First Server Platform

https://chipsandcheese.com/p/sifives-first-server-platform
2•geerlingguy•1h ago•0 comments

Nvidia Is Spending $6B to Build a Powerful U.S. Alternative to Chinese AI

https://www.wsj.com/tech/ai/nvidia-is-spending-6-billion-to-build-a-powerful-u-s-alternative-to-c...
5•Charles_Wdy•1h ago•0 comments

Show HN: Probability calibration that doesn't flatten your scores

https://github.com/finite-sample/calibre
1•neehao•1h ago•0 comments

The dementia vaccine some of us are taking without realising

https://www.sciencefocus.com/the-human-body/dementia-vaccine-taking-without-realising
4•bananamogul•1h ago•1 comments

Cursor Router chooses the right model for the task

https://cursor.com/blog/how-cursor-router-works
3•gmays•1h ago•0 comments

Thomson Reuters Standard for High Stakes AI

https://www.thomsonreuters.com/en-us/posts/innovation/thomson-reuters-standard-for-high-stakes-ai/
1•andsoitis•1h ago•0 comments

Don't take your subagent's word for it

1•Marvin_RunAI•1h ago•0 comments

IBM Z and LinuxONE Dual-ISA Processor and AI Acceleration at Hot Chips 2026

https://www.servethehome.com/ibm-z-and-linuxone-dual-isa-processor-and-ai-acceleration-at-hot-chi...
2•fork-bomber•1h ago•0 comments

Show HN: Aquifer – Admission control for bursty vLLM traffic

https://github.com/rjpruitt16/aquifer
1•rjpruitt16•1h ago•0 comments

FDA approves first Alzheimer's blood test for Americans as young as 40

https://newatlas.com/brain/alzheimers-dementia/fda-approves-first-alzheimers-blood-test/
2•Gaishan•1h ago•1 comments

We gave every agent a computer

https://onecli.sh/blog/why-we-gave-every-agent-a-computer
5•Jonathanfishner•1h ago•0 comments

Show HN: Hierarchical to-do calendar for solo founders

2•eltonlin•1h ago•1 comments

Canada to announce retaliatory tariffs as Trump tells leaders to 'fall in line'

https://apnews.com/article/canada-trade-trump-ontario-53c4f83c8365c14b372b314396ae8179
4•mikhael•1h ago•0 comments