frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

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

Show HN: We simulated 9,297 Texans to explore what undecided voters think

https://texas-midterms.theorea.ai
1•boeotarch•8s ago•0 comments

Nim Version 2.4.0 Released

https://nim-lang.org/blog/2026/10/28/nim-240.html
1•keyle•1m ago•0 comments

Business Entrepreneur: Tycoon

https://play.google.com/store/apps/details?id=com.bbelnexgames.businesssimulator.entrepreneur_tyc...
1•Paje_mx•1m ago•0 comments

Hinoki Offensive One: Open Access Cyber Model

https://hinoki.security
1•amanverasia•3m ago•0 comments

If we stop, we lose

https://piccalil.li/blog/if-we-stop-we-lose/
1•gsky•8m ago•0 comments

Canada to invest up to $1.6B in Toronto-based AI company Cohere

https://www.cbc.ca/news/business/canada-cohere-ai-investment-9.7401367
1•Teever•11m ago•0 comments

Plan R: AI Safety by ASICs

https://www.lesswrong.com/posts/n8u3BfqFoGh4jnzpo/plan-r-ai-safety-by-asics
1•neverbeenasked•12m ago•0 comments

Dell workstation with 96GB Nvidia GPU may cost less than graphics card alone

https://videocardz.com/newz/complete-dell-workstation-with-96gb-nvidia-gpu-may-cost-less-than-gra...
1•jacquesm•15m ago•1 comments

Laid off 60 days in: what is the tech industry doing to developers?

https://samueleast.co.uk/playground/laid-off-from-plex-60-days-in
1•isnotchicago•22m ago•0 comments

I Teach at a Business School. It's Time to Shut Them Down

https://www.nytimes.com/2026/10/18/opinion/business-school-mba-harvard-cornell-cambridge.html
3•atomicnature•23m ago•0 comments

Two Kinds of Code Review

https://haydenbleasel.com/writing/two-kinds-of-code-review
1•meetpateltech•23m ago•0 comments

MEPs tell China: Your exports are hurting our industry

https://www.euronews.com/2026/10/29/eu-lawmakers-press-beijing-to-rein-in-exports-during-beijing-...
1•Markoff•24m ago•0 comments

Experimenting with Bindless Textures in WebGPU

https://toji.dev/2026/10/06/webgpu-bindless.html
1•mariuz•31m ago•0 comments

Blockchain analysis firm TRM says North Korea behind Binance crypto theft

https://www.reuters.com/legal/government/blockchain-analysis-firm-trm-says-north-korea-behind-bin...
2•snikolaev•32m ago•1 comments

Otocoustic Emission

https://en.wikipedia.org/wiki/Otoacoustic_emission
2•hettygreen•33m ago•0 comments

Legal exploits may emerge at scale

https://www.felixringe.com/
1•madars•34m ago•0 comments

ChatGPT release notes October 29, 2026

https://help.openai.com/en/articles/6825453-chatgpt-release-notes
2•gjvr•34m ago•0 comments

Anthropic now lets Claude users jump out of plane without parachute

https://www.theregister.com/ai-and-ml/2026/10/27/anthropic-now-lets-claude-users-jump-out-of-plan...
3•GloVin•35m ago•0 comments

Time Dilation in the Movie Project Hail Mary Visualized [video]

https://www.youtube.com/watch?v=8FT-oz9aZU4
1•devy•37m ago•0 comments

Show HN: Korea-data-MCP – Korean public APIs that agents can't misread

https://github.com/YoungsoonLee/korea-data-mcp
1•youngtip•53m ago•1 comments

Keeping the Bonfires Lit

https://www.historytoday.com/archive/out-margins/keeping-bonfires-lit
2•Petiver•58m ago•0 comments

Show HN: Freewheel – Ride a bicycle through the streets of Guwahati

https://noworklabs.com/freewheel
3•the____outcast•1h ago•1 comments

Show HN: ZyVOP – Git Push to Publish on Dev.to, Hashnode, Medium and WordPress

https://zyvop.com/
1•sanjays442•1h ago•0 comments

Trojanized Claude Code Extension Plants an SSH Backdoor

https://opensourcemalware.com/blog/trojanized-claude-code-extension-plants-persistent-ssh-backdoor
5•elffjs•1h ago•0 comments

Europe Is Aflame, and It's Not Going to Stop

https://www.nytimes.com/2026/10/29/opinion/europe-protests-youth-france.html
1•TMWNN•1h ago•0 comments

Show HN: Gates – My attempt to end free-trial abuse through email aliases

https://github.com/IrondomeDev/GATES
2•YPANDAR•1h ago•1 comments

Seychelles has 58,396 IPv4 addresses per 1000 people, the most per capita

https://en.wikipedia.org/wiki/List_of_countries_by_IPv4_address_allocation
2•jjmarr•1h ago•1 comments

A Claude Code agent's test escaped into my Mac. I only noticed because it talked

https://www.marutpandya.com/posts/2026/10/my-mac-started-reading-json-aloud/
8•mwiki•1h ago•4 comments

Who needs VMs? Run systemd and full Linux desktop apps in gVisor

https://gvisor.dev/blog/2026/09/17/systemd-in-gvisor/
2•philips•1h ago•0 comments

Is the new Siri perceptibly slowing down iOS?

1•rajay99•1h ago•0 comments