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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

MSI's full mailbox is leaving critical vulnerabilities unpatched

https://mrbruh.com/msi_blackhole/
2•MrBruh•24s ago•0 comments

NZ Government taking 10 initiatives to safeguard undersea internet

https://www.rnz.co.nz/news/political/594779/government-taking-10-initiatives-to-safeguard-underse...
1•MrBruh•1m ago•0 comments

Musk-OpenAI case shows chatbot evidence risk

https://www.axios.com/2026/05/11/musk-altman-greg-brockman-diary-law
1•1vuio0pswjnm7•2m ago•0 comments

The Emergent Self Loop

https://kk.org/thetechnium/the-emergent-self-loop/
1•arbesman•2m ago•0 comments

I was laid off by Atlassian [video]

https://www.youtube.com/watch?v=55pTFVoclvE
1•m1keil•3m ago•0 comments

Gondolin

https://github.com/earendil-works/gondolin/tree/main
1•tosh•4m ago•0 comments

Vibe Coding Still Needs a Senior Engineer (For Now)

https://grith.ai/blog/security-bugs-ai-doesnt-write
2•edf13•5m ago•0 comments

Ask HN: What would you like to be working on?

1•DDerTyp•6m ago•0 comments

Two Years of Local AI on a Laptop: When Open Models Outpaced Moore's Law

https://huggingface.co/blog/mishig/local-moores-law
1•mishig•8m ago•1 comments

What if everyone personalized LLM is the best LLM?

1•folderquestion•9m ago•0 comments

I keep tripping over "true, false, true"

https://allthingssmitty.com/2026/05/11/i-keep-tripping-over-true-false-true/
2•AllThingsSmitty•9m ago•1 comments

Show HN: Learn2Burp – Surgery-free solution for R-CPD

https://learn2burp.com
1•mmanthey•10m ago•0 comments

Never-Words: What Not to Say to Patients with Serious Illness

https://www.mayoclinicproceedings.org/article/S0025-6196%2824%2900256-8/fulltext
1•mhb•10m ago•0 comments

Never Lose a Toot Again

https://hister.org/posts/never-lose-a-toot-again
4•mstef•12m ago•0 comments

How the EU's DMA is making smartphones better

https://digital-markets-act.ec.europa.eu/factsheet-how-dma-making-smartphones-better-interoperabi...
2•mtomweb•12m ago•0 comments

Web Feeds in 2026: A Survey

https://mnot.net/blog/2026/feed-survey
1•rdmuser•15m ago•0 comments

Atlas – Pure Rust Inference Engine

https://github.com/Avarok-Cybersecurity/atlas
1•danborn26•18m ago•0 comments

Concord – A feature-rich TUI client for Discord, written in Rust

https://github.com/chojs23/concord
1•danborn26•18m ago•0 comments

LUKSbox – Store sensitive files in the cloud, or on shared media without

https://github.com/PentHertz/LUKSbox
1•danborn26•18m ago•0 comments

Behind the Claude Frenzy That Ate Up All the Mac Minis

https://www.bloomberg.com/news/articles/2026-05-11/why-claude-ai-agents-are-driving-record-mac-mi...
2•helsinkiandrew•18m ago•0 comments

Ontell – The smartest way to automate your WhatsApp business

https://ontell.ai
1•elmrsey•20m ago•0 comments

Tracing PostgreSQL Using eBPF and Hardware Breakpoints

https://jnidzwetzki.github.io/2026/05/08/ebpf-hw-breakpoints-postgresql.html
1•nikolay_sivko•22m ago•0 comments

Palantir's access to identifiable NHS England patient data 'dangerous', MPs say

https://www.theguardian.com/society/2026/may/11/palantir-access-nhs-england-patient-data
5•chrisjj•24m ago•0 comments

I gave Claude Code live social media data

https://fridayaiclub.com/how-to-give-claude-code-social-media-data/
2•magneticbrains•25m ago•0 comments

India to shrink zones around nuclear reactors to free up land, sources say

https://economictimes.indiatimes.com/industry/energy/power/india-to-shrink-zones-around-nuclear-r...
2•rustoo•25m ago•1 comments

How to Mark Issues in a Property Inspection Report Before Signing

https://boldsign.com/blogs/property-inspection-report-markup-before-signing/
1•Rachel_Atieno•25m ago•0 comments

OP's script shuts down every single computer in the company

https://www.reddit.com/r/sysadmin/s/7kD2rPS6yV
9•_s•25m ago•2 comments

Extremely Low Frequencies

https://computer.rip/2026-05-09-extremely-low-frequencies.html
1•sohkamyung•29m ago•0 comments

Show HN: Personal planner with workspaces, tasks, notes, calendars, journals

https://nerali.app
1•Multipassionate•30m ago•2 comments

WhatsApp Plus

https://faq.whatsapp.com/1480290710396618/?cms_platform=web
2•xethos•30m ago•0 comments