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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

Math Master

https://www.angryflower.com/1666.html
1•oliculipolicula•29s ago•0 comments

Emerging evidence links tire pollution to Alzheimer's risk

https://medicalxpress.com/news/2026-07-emerging-evidence-links-pollution-alzheimer.html
1•OutOfHere•6m ago•1 comments

UUIDs, ULIDs and Sqids: A Practical Deep Dive

https://wendelladriel.com/blog/uuids-ulids-and-sqids-a-practical-deep-dive
2•shaunpud•10m ago•0 comments

Strata – An app that talks me out of dying outdoors

https://strata.highloop.co/
2•cloocher•12m ago•0 comments

The healing power of watching the boys of 'Jackass' do stupid things

https://www.yahoo.com/entertainment/general/article/the-healing-power-of-watching-the-boys-of-jac...
2•herbertl•14m ago•0 comments

Show HN: Tarot.free – Free Tarot Readings

https://tarot.free/
2•nadermx•15m ago•0 comments

The Hard Parts of Streaming Audio in Voice Agents

2•gokuljs•16m ago•0 comments

Binvariants: Register-Level Invaraint-Guided Fuzzing for Binaries

https://github.com/FuturesLab/Binvariants
2•matt_d•18m ago•0 comments

Env.style: Deployment environment disambiguation via favicon

https://www.env.style/
2•handfuloflight•20m ago•0 comments

Cewsco – the AI that keeps up with you

https://cewsco.com/
2•kalkalka•23m ago•2 comments

Show HN: Dedtxt is a quiet, cross-platform plain-text editor

https://dedtxt.app/
2•chrisportka•23m ago•0 comments

Moody Bible Institute breach leaves 2.3M accounts needing salvation

https://www.theregister.com/security/2026/07/06/moody-bible-institute-breach-leaves-23m-accounts-...
4•Bender•26m ago•0 comments

Brit supermarket giant triples down on facial recog to nab shoplifters

https://www.theregister.com/security/2026/07/06/brit-supermarket-giant-triples-down-on-facial-rec...
3•Bender•26m ago•2 comments

GitHub cuts short offer to burn repos on CD after mockery ensues

https://www.theregister.com/devops/2026/07/06/github-cuts-short-offer-to-burn-repos-on-cd-after-m...
3•Bender•27m ago•1 comments

PuzzleMoE: Efficient Compression of Large Mixture-of-Experts Models

https://supercomputing-system-ai-lab.github.io/projects/puzzlemoe/
2•matt_d•27m ago•0 comments

Jackrong LLM Fine-Tuning Guide

https://github.com/R6410418/Jackrong-llm-finetuning-guide
2•verdverm•28m ago•0 comments

Claude Sonnet 5: Anthropic's Most Agentic AI Model Arrives at a Reduced Price (2026)

https://lucasaguiar.xyz/en/posts/claude-sonnet-5-2026/
3•isfttr•29m ago•0 comments

How to sequence your own DNA at home

https://bradleywoolf.com/links-1/sequencing-my-own-dna-at-home
8•bilsbie•30m ago•1 comments

Supporting Ordering in Schema.org

https://blog.schema.org/2026/06/17/supporting-ordering-in-schema-org/
2•tingletech•31m ago•0 comments

Fixed-Point Theorems and the Ethics of Transparency (2025)

https://arxiv.org/abs/2509.06055
2•measurablefunc•34m ago•0 comments

Apple's agent security skills updated for Xcode 27 beta 3

https://mastodon.social/@PeteGoldsmith/116875450861776782
3•theraven•35m ago•0 comments

Show HN: GeoLens – a self-hosted catalog and map builder for spatial data

https://getgeolens.com/
2•ishiland•38m ago•0 comments

Video: Rio Rancho police arrest man accused of destroying Flock cameras

https://www.krqe.com/news/crime/video-rio-rancho-police-arrest-man-accused-of-destroying-license-...
2•evo_9•41m ago•1 comments

Show HN: Capsule – E2E encrypted file sharing

https://withcapsule.dev/
2•seanathan•43m ago•0 comments

Small AI Models Gain Traction In places with unreliable networks

https://spectrum.ieee.org/small-language-models-ai-pharmaceuticals
3•sscaryterry•45m ago•0 comments

Show HN: InstantVideos.org – short documentaries in ~30 seconds

https://instantvideos.org/
3•pw•46m ago•1 comments

Wikipedia Is Battling for the Soul of the Internet

https://www.nytimes.com/2026/07/05/business/media/wikipedia-ai-elon-musk.html
4•cdrnsf•47m ago•0 comments

Merlin the duck, a Mexico City streetside regular turned World Cup mascot

https://www.sfgate.com/sports/article/meet-merlin-the-duck-a-mexico-city-streetside-22306478.php
2•gnabgib•53m ago•0 comments

Samsar: Model-Composable 1-Shot Generative Video Harness and Software Factory

https://github.com/samsarone/samsar
2•proy24•58m ago•1 comments

Procedural Trick Before Recess Pushes EU Towards Capitulation on "Chat Control"

https://www.patrick-breyer.de/en/procedural-trick-before-summer-recess-pushes-eu-parliament-towar...
3•iamnothere•1h ago•0 comments