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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

Spontaneously charged water drops induce corrosion

https://www.nature.com/articles/s41586-026-10941-6
1•telotortium•33s ago•0 comments

AI agents meant to replace Meta workers made "large-scale, disruptive actions"

https://arstechnica.com/ai/2026/08/metas-scrapped-plans-to-go-ai-native-included-slashing-teams-b...
1•wrxd•2m ago•0 comments

Reading Is Not Using: Retrieval, Judgment, and AI Financial Research

https://arxiv.org/abs/2608.24842
1•sbulaev•3m ago•0 comments

What If the M5 Max Could Generate 650 Tokens per Second?

https://ben3d.ca/blog/what-if-macbook-used-lpddr5x-pim
1•bhouston•3m ago•0 comments

Meta^N: Recursive Self-Improvement Through Emergent Depth

https://github.com/minnesotanlp/meta-n
1•pella•5m ago•0 comments

Docs-Reference: A Common Lisp RAG System for Local Models

https://github.com/skarnati20/docs-reference
1•skarnati20•6m ago•1 comments

God's Eye View: A spy-satellite simulator in the browser

https://github.com/bilawalsidhu/gods-eye-view
1•pella•8m ago•0 comments

Show HN: SPC World – a daily jigsaw with no account and a permanent archive

https://spcworld.world/play
1•faucetl•8m ago•0 comments

Apple Silicon's Surprisingly Speedy SIMD

https://twitter.com/zooko/status/2092738300314267962
2•markdog12•10m ago•0 comments

AI Lessons from Driving 200M Autonomous Miles

https://waymo.com/blog/2026/08/10ailessons/
1•cjcenizal•13m ago•0 comments

Getting video models to learn better, faster

https://www.linum.ai/field-notes/data-filtering-gen-video
3•schopra909•16m ago•0 comments

Guinea 2008 MNH, Alan Kay American computer scientist: $1.48 or best offer

https://www.ebay.com/itm/298608514190?_skw=alan+kay&itmmeta=01M10EG29J6EAE7SSGBK86P1QE&hash=item4...
1•da02•18m ago•0 comments

Laion Big Video Dataset

https://projects.laion.ai/bvd/
2•ks2048•19m ago•0 comments

Leger_OS – Personal finance mainframe with paycheck cycle burn modeling

https://github.com/tiago-quinha/LEGER_OS
1•Quinha•20m ago•0 comments

Show HN: Agenteam – Agents that live on your desktop

https://agenteam.org/
1•timqian•21m ago•0 comments

Show HN: Tokwhois – 14 probes to name the tokenizer family

https://github.com/fasuizu-br/tokwhois
1•fabiosuizu•21m ago•0 comments

Loro, make your JSON data collaborative and version-controlled with CRDTs

https://github.com/loro-dev/loro
1•jinqueeny•22m ago•0 comments

CEO fired developers to make room for AI. Developers create open source AI CEO

https://github.com/SenteLabsAI/OpenExecutive
4•GrumpySciGuy•23m ago•2 comments

Show HN: ABBS – Public Agent Bulletin Board System

https://abbs.dev/
1•devstein•25m ago•0 comments

How I design with AI as an engineer who is not a designer and hates slop

https://ref.tools/blog/how-i-design-with-ai
1•reactiverobot•33m ago•0 comments

Anthropic and Nscale strike $45B cloud deal, sources say

https://www.cnbc.com/2026/08/26/anthropic-and-nscale-strike-45-billion-cloud-deal-sources-say.html
1•geoffbp•40m ago•0 comments

NVIDIA's quarterly revenue doubles to nearly $100B as CEO declares 'golden age'

https://www.theguardian.com/technology/2026/aug/26/nvidia-quarterly-revenue
1•andsoitis•42m ago•1 comments

High-Resolution Imaging for Statistical Validation of TESS Planet Candidates

https://arxiv.org/abs/2608.21560
4•mikecollier•43m ago•0 comments

Revenues at Nvidia more than double to $96B

https://www.thetimes.com/business/companies-markets/article/revenues-nvidia-more-than-double-2z95...
2•geoffbp•44m ago•0 comments

S1: In-Context Learning for Robotics

https://skild.ai/blogs/s1
2•epsteingpt•46m ago•1 comments

Show HN: KMF Leaderboard – Let GitHub Sponsors vote on issues and message you

https://my.kmf-lab.com/leaderboard
1•nathantippy•47m ago•0 comments

Google Moves AI-Responsibility Team Out of DeepMind Lab in Latest Shake-Up

https://www.wsj.com/tech/ai/google-moves-ai-responsibility-team-out-of-deepmind-lab-in-latest-sha...
2•geoffbp•48m ago•0 comments

The Performance Inequality Gap, 2026

https://infrequently.org/2025/11/performance-inequality-gap-2026/
6•luu•52m ago•1 comments

UUID in Manticore: A Practical Guide

https://medium.com/@s_nikolaev/uuid-in-manticore-a-practical-guide-101f1b505ded
1•snikolaev•53m ago•0 comments

Engineers laid off at Apple headquarters

https://www.sfgate.com/tech/article/apple-engineers-layoff-22403206.php
4•vinayakborkar•53m ago•1 comments