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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•5mo ago

Comments

anuragdt•5mo 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•5mo 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•5mo 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

Can We Beam Away Our Space Junk Problem?

https://nautil.us/can-we-beam-away-our-space-junk-problem-1244647/
1•Bender•30s ago•0 comments

Canada Says Hackers Tampered with ICS at Water Facility, Oil and Gas Firm

https://www.securityweek.com/canada-says-hackers-tampered-with-ics-at-water-facility-oil-and-gas-...
1•Bender•3m ago•0 comments

Millions Impacted by Conduent Data Breach

https://www.securityweek.com/millions-impacted-by-conduent-data-breach/
1•Bender•3m ago•0 comments

Game Science

https://gamesci.cn/
1•salkahfi•3m ago•0 comments

Cubyz: Voxel sandbox game written in Zig

https://github.com/PixelGuys/Cubyz
2•u8_•4m ago•1 comments

Meta down 12% – Looks to Raise $25B from bond sale

https://www.bloomberg.com/news/articles/2025-10-30/meta-platforms-offers-six-part-bond-amid-ai-sp...
1•roboboffin•4m ago•0 comments

Highly Selective Carbonylation of Olefins Using CO2 and H2

https://pubs.acs.org/doi/10.1021/jacs.5c09325
2•PaulHoule•6m ago•0 comments

Ventoy: Create Bootable USB Drive for ISO/WIM/IMG/VHD(x)/EFI Files

https://github.com/ventoy/Ventoy
2•wilsonfiifi•7m ago•0 comments

Better authentication with workload identity federation

https://tailscale.com/blog/workload-identity-beta
2•gslin•7m ago•0 comments

GM lays off 1,700 workers making EVs and batteries in Michigan, Tennessee

https://arstechnica.com/cars/2025/10/weak-ev-demand-sees-gm-lay-off-1700-workers-at-two-plants/
6•voxadam•8m ago•0 comments

US declines to join more than 70 countries in signing UN cybercrime treaty

https://therecord.media/us-declines-signing-cybercrime-treaty?
11•pcaharrier•9m ago•2 comments

The Remote Labor Index: Measuring the Automation of Work

https://scale.com/blog/rli
1•cjbarber•9m ago•0 comments

Show HN: Music Mini Games v3 – an iOS app to improve your musicianship

https://apps.apple.com/us/app/music-mini-games/id6752395649
1•calflegal•9m ago•0 comments

Show HN: I made a heatmap diff viewer for code reviews

https://0github.com
1•lawrencechen•9m ago•0 comments

Mysterious ocean heat bubble grows, marine life vanishes, satellites fail

https://www.greenviewgps.co.uk/30-10-2025/169381-a-mysterious-heat-bubble-under-the-ocean-is-grow...
1•speckx•10m ago•0 comments

AI is probably not a bubble

https://peterwildeford.substack.com/p/ai-is-probably-not-a-bubble
1•cjbarber•10m ago•1 comments

Rspack 1.6

https://rspack.rs/blog/announcing-1-6
2•kothariji•10m ago•0 comments

Coasean Bargaining at Scale

https://blog.cosmos-institute.org/p/coasean-bargaining-at-scale
1•cjbarber•10m ago•0 comments

Senator Grassley Calls on the Federal Judiciary to Formally Regulate AI Use

https://www.judiciary.senate.gov/press/rep/releases/grassley-calls-on-the-federal-judiciary-to-fo...
2•Kaibeezy•11m ago•0 comments

Show HN: Jv – A fast CLI tool to switch Java versions on Windows

https://github.com/CostaBrosky/jv
2•costabrosky•11m ago•0 comments

Ask HN: Is the Hemingway editor useful even in technical writing?

https://hemingwayapp.com/
1•I_Nidhi•12m ago•1 comments

Droppath 6.0: Our Path to Liquid-Glass

https://www.droppath.com/news/droppath-6.0-our-path-to-liquid-glass/
2•CharlesW•15m ago•0 comments

Build beautiful front ends with OpenAI Codex [video]

https://www.youtube.com/watch?v=fK_bm84N7bs
2•garyclarke27•18m ago•0 comments

De Bruijn Numerals

https://text.marvinborner.de/2023-08-22-22.html
2•marvinborner•19m ago•0 comments

Show HN: AI app that reframes emotionally charged texts (featured in WIRED)

3•solfox•19m ago•1 comments

Show HN: Interview Transcription with AI Quote Extraction and Q&A Format

https://harku.io/tools/interview-transcription
1•howardV•19m ago•0 comments

Show HN: Fevela.me – A newsreader-like client for the Nostr social network

https://fevela.me
1•dtonon•20m ago•0 comments

PostgreSQL 18 – Track What Changed by Your UPSERTs

https://hashrocket.com/blog/posts/postgresql-18-track-what-changed-by-your-upserts
1•amalinovic•21m ago•0 comments

DIY Retro Floppy and DVD Drive Case for Tidy Desktops

https://cubiclenate.com/2025/10/29/retro-inspired-optical-and-floppy-drive-case/
1•speckx•21m ago•0 comments

X402 on Arbitrum

https://blog.arbitrum.foundation/x402-payments-on-arbitrum/
1•bcgreenberg•22m ago•0 comments