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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

Engineers plan to save the satellite sent to save NASA's Swift mission

https://arstechnica.com/space/2026/08/heres-how-engineers-plan-to-save-the-satellite-sent-to-save...
1•LorenDB•11s ago•0 comments

MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video

https://blog.comfy.org/p/minimax-h3-day-0-support-in-comfyui
1•vblanco•19s ago•0 comments

SPF Record Syntax: Mechanisms, Qualifiers, Modifiers, and Macros

https://dmarcguard.io/blog/spf-record-syntax/
1•meysamazad•37s ago•0 comments

The Red Strings Club

https://www.vegard.net/the-red-strings-club-review/
1•meysamazad•53s ago•0 comments

GeoAI: Understanding the New Grammar

https://arkives.in/posts/07/2026/geoai-understanding-the-new-grammar/
1•meysamazad•1m ago•0 comments

Moths That Smell Flowers Through Their Wings

https://gizmodo.com/these-moths-smell-through-their-wings-study-finds-2000791478
1•gmays•1m ago•0 comments

Mastermind of a US Telemedicine Scam Is Enjoying the Luxury Life in Russia

https://istories.media/en/stories/2026/07/29/american-fraudsters-luxury-life-in-russia/
1•obscurette•1m ago•0 comments

SpaceX wins $1.6B Space Force contract for 18 Falcon 9 launches

https://spacenews.com/spacex-wins-1-6-billion-in-launch-orders-for-military-satellite-networks/
1•MarcoDewey•1m ago•0 comments

Godox Transparent Viewfinder Camera C100

https://www.godox.com/product-e/C100.html
1•routeroff•2m ago•0 comments

Agent needs a computer, not a container – introducing Cloudflare/computer

https://blog.cloudflare.com/cloudflare-computer/
1•aofeisheng•2m ago•0 comments

Show HN: An open source user feedback widget

https://www.feedchat.io/
1•visualbinary•4m ago•0 comments

Cloudflare Workers and Containers now support inbound TCP connections and gRPC

https://blog.cloudflare.com/grpc-workers/
1•aofeisheng•4m ago•0 comments

What Happens Inside a RAG Pipeline

https://deeptechrambles.substack.com/p/what-actually-happens-inside-a-rag
1•sd76•4m ago•0 comments

Frame selection is the whole game: notes on making LLMs watch video

https://leoaido.com/how-llms-watch-video/
1•cortexosmain•6m ago•0 comments

Pelles C

https://pellesc.se/
2•Tomte•8m ago•0 comments

Show HN: Having models make roller coasters instead of pelicans (via OpenRCT2)

https://coasterbench.wseaton.com/
1•Disp4tch•8m ago•0 comments

30 years of CPUs at Tom's Hardware – looking back on three decades of processors

https://www.tomshardware.com/pc-components/cpus/30-years-of-cpus-at-toms-hardware-looking-back-on...
1•speckx•8m ago•0 comments

Techie lured out of retirement to support software only he remembered

https://www.theregister.com/software/2026/07/31/techie-lured-out-of-retirement-to-support-softwar...
3•YeGoblynQueenne•9m ago•0 comments

Base4 – A New Base System for Visualizing Binary

https://github.com/peymanx/base4
1•peymanx•11m ago•0 comments

Show HN: Semsearch – Embedding-first indexing and search engine for indle blogs

https://github.com/yikerman/semantic-search
1•xiaoyu2006•12m ago•0 comments

Ask HN: What are the viable alternatives to DuckDuckGo?

1•ldng•12m ago•0 comments

We made an investigation game in C, in 48h

https://www.sebdegraff.com/posts/ggj_26.md.html
1•seb_degraff•12m ago•0 comments

GPT-5.6 Sol Uses Twice the Tokens of GPT-5.5

https://www.vincentschmalbach.com/gpt-5-6-sol-xhigh-uses-twice-tokens-gpt-5-5/
3•vincent_s•13m ago•0 comments

Our Growing Software Dependence Threatens National Security – Lawfare

https://www.lawfaremedia.org/article/lawfare-daily--how-our-growing-software-dependence-threatens...
2•MaysonL•14m ago•0 comments

Small Wins on the App Store

https://cleberg.net/blog/app-store-small-wins.html
1•surprisetalk•14m ago•0 comments

Show HN: Semsearch – semantic search across 6k personal blogs

https://semsearch.blog/
2•iLuddite•15m ago•2 comments

It's Okay to Panic – 2020 Climate Documentary [video]

https://www.youtube.com/watch?v=osm5vyJjNY4
1•trashb•16m ago•0 comments

Information Theory in One Sitting

https://stochastic.blog/information-theory-in-one-sitting/
1•Anon84•16m ago•0 comments

A list of sandboxes for running AI coding agents, ranked by security posture

https://github.com/fhiltscher/awesome-ai-coding-sandboxes
1•fhiltscher•16m ago•1 comments

I built agent memory that retains poisoned data instead of deleting it

https://github.com/wallidsaydi-creator/HOM-AIMOS
2•walldad2•17m ago•0 comments