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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

Mastra Agent Factory

https://mastra.ai/factory
1•BrandiATMuhkuh•1m ago•0 comments

The Psychological Warfare of the Modern Sterile Interior

https://lussoarchive.substack.com/p/the-psychological-warfare-of-the
1•rbanffy•1m ago•0 comments

Ask HN: Are you leveraging Spec-Driven / Spec-Anchored development?

1•locusofself•2m ago•0 comments

Google WeatherNext 3 PoC

https://weather.alen.ro/
1•alentodorov•5m ago•0 comments

PS1 Games with DLSS 5 [video]

https://www.youtube.com/watch?v=-RvEt7eNFWk
1•bpierre•10m ago•0 comments

Teen Reading Slumps to Worst This Century Due to Surge in Screen Time

https://www.usnews.com/news/world/articles/2026-09-08/teen-reading-slumps-to-worst-this-century-d...
1•jnord•12m ago•0 comments

Buckmaster raising alarms that AI corporations snooped on their research

https://social.coop/@cwebber/117236126658335889
1•doener•12m ago•0 comments

An anti-RAG AI memory in Rust that intentionally forgets and hallucinates

https://github.com/jbsalles/Selmem
1•Jibs79•12m ago•0 comments

Feds accuse China of 'systematic' distillation of U.S. AI models

https://cyberscoop.com/us-accuses-chinese-ai-companies-distillation/
5•jnord•12m ago•2 comments

Object storage is all you need

https://www.tigrisdata.com/blog/object-storage-all-need/
1•jpsaccount•13m ago•0 comments

Flock worker calls police on investigator filming public camera installation

https://www.atlantanewsfirst.com/2026/09/08/flock-worker-calls-police-anf-chief-investigator-film...
3•driverdan•13m ago•1 comments

Synology BeeStation Plus review: An easy-to-use NAS

https://www.zdnet.com/tech/synology-beestation-plus-8-tb-review-2/
1•CrankyBear•16m ago•0 comments

Michael Dell Passes Jeff Bezos in Billionaire Rankings

https://www.forbes.com/sites/antoniopequenoiv/2026/09/08/michael-dell-passes-jeff-bezos-in-billio...
1•MehrdadKhnzd•20m ago•0 comments

What Happens When You Lock Claude in a macOS Sandbox

https://holtwick.de/blog/bx
2•ingve•21m ago•0 comments

A Century-Old Physics Puzzle Solved: The Arrow of Time

1•luckyl•22m ago•2 comments

Plaintext todo lists from tree structures

https://jatabag.com/
1•solaire_oa•25m ago•0 comments

Performance Foundations of Parallel and Distributed Reasoning Language Models

https://arxiv.org/abs/2608.27046
1•matt_d•31m ago•0 comments

Sauron: A free and open source terminal development environment

https://github.com/mlolson/sauron/
1•LordHumungous•34m ago•1 comments

Show HN: Auto-Rig Web – Zero-click 3D humanoid rigging in a Web Worker

https://github.com/nff747/auto-rig-web
2•nff747•36m ago•0 comments

Ask HN: Is September 8th AGI Day?

2•rvz•36m ago•2 comments

Canvas Browser

https://canvas-browser.com
1•bookofjoe•37m ago•0 comments

LG TV shown scanning LAN for third-party phones and other devices

https://arstechnica.com/gadgets/2026/09/lg-tv-shown-capable-of-tracking-user-activity-even-when-o...
12•Bender•42m ago•0 comments

Show HN: I found a weird old startup's LaserDisc

https://www.youtube.com/watch?v=AXOoyxisEMg
1•markchristian•42m ago•0 comments

Q&A with Mark Zuckerberg on Muse, the data center backlash

https://sources.news/p/mark-zuckerberg-meta-muse-ai-podcast-interview
1•utiiiD•42m ago•0 comments

EXtreme Go Horse (XGH) Process

http://brunomb.com/xgh/
1•variety8675•43m ago•0 comments

Colliding the Sum Checksum (2019)

https://mcpherrin.ca/2019/11/23/sum-collisions.html
1•mooreds•44m ago•0 comments

What nobody tells you about writing agent skills

https://newsletter.posthog.com/p/what-nobody-tells-you-about-writing
2•AntonZ234•45m ago•0 comments

How to manage a growing fleet of AI agents with Latitude

https://latitude.so/blog/how-to-manage-a-fleet-of-agents-with-latitude
2•mooreds•45m ago•0 comments

The Lottery of Life

https://substack.com/@rutgerbregman/note/c-332235472
1•higginsniggins•45m ago•0 comments

MCP Client Registration: Dinner Party or Nightclub?

https://fusionauth.io/blog/cimd-vs-dcr
1•mooreds•47m ago•0 comments