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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

Lingo – open-source Android app for smart glasses, Shokz, and a smartwatch

https://github.com/7dollarbooks/lingo
1•7dollarbooksdev•16s ago•0 comments

The Golden Spike, and Resurrecting the Vale(n) Programming Language

https://verdagon.dev/blog/golden-spike-reviving-vale-valen
1•surprisetalk•47s ago•0 comments

Show HN: I'm crawling 11k homepages every week to track which fonts they use

https://fontsovertime.com/
1•fcjr•1m ago•0 comments

Novo CEO sees advantages in souping up NYSE listing: report

https://www.fiercepharma.com/pharma/doustdar-says-novo-open-upgrading-its-nyse-listing
1•PaulHoule•2m ago•0 comments

Gov.uk founder warns AI gold rush could leave Britain locked in

https://www.theregister.com/public-sector/2026/09/22/govuk-founder-warns-ai-gold-rush-could-leave...
1•TMWNN•4m ago•0 comments

Show HN: PippinVR – open-source Virtual Screen environment for macOS

https://github.com/triscuitcircuit/PippinVR
1•Whigmal•4m ago•0 comments

Give me feedback for my birthday

https://www.ericallen.io/hn
2•iEricAllen•4m ago•1 comments

Sam Altman's Remarks at the United Nations Security Council

https://openai.com/index/sam-altman-un-security-council-remarks/
1•ksec•4m ago•0 comments

Paperclip meta-harness for your agents

https://paperclip.ing/
1•FloatArtifact•6m ago•0 comments

Australian PM says OpenAI hacked government health website

https://www.yahoo.com/news/world/articles/australian-pm-says-openai-hacked-232712261.html
1•pseudolus•6m ago•0 comments

The broken windows theory of coding agents

https://www.manager.dev/newsletter/the-broken-windows-theory-of-coding-agents
1•flail•7m ago•0 comments

Fearless SIMD v1.0 is here

https://linebender.org/blog/fearless-simd-1-0/
1•robin_reala•8m ago•0 comments

War with a Mate [audio]

https://warwithamate.co.uk/
1•mooreds•8m ago•0 comments

Show HN: Wb-flow – Multi-agent CLI where state lives in Markdown, not context

https://flow.wbc-ui.com
1•wissemb1•10m ago•0 comments

Show HN: Jexxa – On Device Dictation,Now with Perpetual License

https://jexxa.org/
1•sankde•10m ago•0 comments

Best LLM for every budget, updated daily

https://bestmodelforyourbudget.terrydjony.com/
2•terryds•10m ago•0 comments

Rust compiler fork without orphan rule

https://github.com/Rust-Unchained/rust_unchained
1•cztomsik•11m ago•1 comments

Computer Latency: 1977-2017

https://danluu.com/input-lag/
2•initramfs•11m ago•0 comments

HN: Zrevick – AI-native business OS for technical founders

https://zrevick.com/
1•davidrichards•11m ago•1 comments

You probably don't know as much AI as you think you do

https://aiforactualwork.com/
1•marcelo_lebre•13m ago•1 comments

Australia to investigate if OpenAI hack of government health website broke

https://techcrunch.com/2026/09/24/australia-to-investigate-if-openai-hack-of-government-health-we...
2•sbulaev•13m ago•0 comments

What AI companies pays the people who train it

https://blastradius.dpdns.org/
1•codebyaditya•13m ago•0 comments

The Design of Signalsmith Stretch (Pitch-Shifting Algorithm)

https://signalsmith-audio.co.uk/writing/2023/stretch-design/
1•epestr•16m ago•0 comments

India's outsourced software industry grows 9.5 percent to reach $239B

https://www.theregister.com/channel/2026/09/24/indias-outsourced-software-industry-grows-95-perce...
2•ent101•17m ago•0 comments

Show HN: Quartermaster – see your real asset allocation across all accounts

https://realallocation.com
1•olympusperspect•17m ago•0 comments

Meta debuts 'Charm' device to use new AI assistant Muse on the go

https://financialpost.com/technology/meta-debuts-muse-charm-device
3•hmokiguess•18m ago•0 comments

Visualization of all roads within any city

https://github.com/anvaka/city-roads
2•bookofjoe•18m ago•0 comments

Things That Are Good to Do

https://www.quarter--mile.com/Things-That-Are-Good-to-Do
2•surprisetalk•20m ago•0 comments

Meta VR Glasses, a New Era for Virtual Reality

https://www.meta.com/blog/meta-vr-glasses-announcement-meta-connect/
5•htk•22m ago•0 comments

AI labs' job-loss plans won't say what the public gets

https://beigebook.xyz/posts/preparedness-theater/
4•anothermathbozo•22m ago•0 comments