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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

They Went Abroad to Save Money. Moving Back Seems Unaffordable

https://www.nytimes.com/2026/04/19/business/americans-abroad-cheaper-living-costs.html
1•mikhael•1m ago•0 comments

The Unsuitability of English (2015)

https://www.chronicle.com/blogs/linguafranca/the-unsuitability-of-english
1•downbad_•2m ago•1 comments

A Chinese Android just ran a half-marathon faster than any human

https://www.cnn.com/2026/04/19/china/china-robot-half-marathon-intl-hnk
3•Bender•8m ago•1 comments

Show HN: Faceoff – A terminal UI for following NHL games

https://www.vincentgregoire.com/faceoff/
3•vcf•8m ago•0 comments

Show HN: A drop-in, open-source replacement for YouTube embed iframes

https://embedlite.com/
1•corentin88•8m ago•0 comments

The Bromine Chokepoint: How Strife Could Halt Production of World’s Memory Chips

https://warontherocks.com/cogs-of-war/the-bromine-chokepoint-how-strife-in-the-middle-east-could-...
2•crescit_eundo•9m ago•0 comments

Air Force Recruits Most New Airmen Since 2004, Making Goal Early

https://www.airandspaceforces.com/active-air-force-hits-recruiting-goal-early-2026/
2•Bender•10m ago•0 comments

Thermometry of simulated Bose–Einstein condensates using machine learning

https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f
1•opnac•10m ago•0 comments

Sam Altman reportedly targeted in second attack

https://www.theverge.com/ai-artificial-intelligence/910890/openai-sam-altman-second-home-attack-s...
2•GaryBluto•11m ago•0 comments

Make flipbooks from browser sessions, videos and documents

https://flipbook.browserbox.io
1•keepamovin•12m ago•0 comments

Recent advances push Big Tech closer to the Q-Day danger zone

https://arstechnica.com/security/2026/04/while-some-big-tech-players-accelerate-pqc-readiness-oth...
1•Bender•12m ago•0 comments

Show HN: Alodb – I got tired of pasting my Postgres schema into ChatGPT

https://alodb.com
1•eyvzov•14m ago•1 comments

When old HTML5 dreams become reality – field generator in a nutshell

https://rogmash.neocities.org/AuroraCore
1•rogmash•16m ago•2 comments

MCPs are the music of AI Agents. We built the player

https://github.com/vinkius-labs/mcp-explorer
1•renatomarinho•16m ago•0 comments

Why North Koreans Don't Revolt? (and Probably Never Will) [video]

https://www.youtube.com/watch?v=CtgJzLx7y04
1•lisper•16m ago•0 comments

A frictionless, self-hosted e-book sync between Kindle, Android, and KOReader

https://philwornath.com/garden/self-hosted-ebook-sync-koreader
1•ph1lw•16m ago•0 comments

How to Break a Terroristleigh Dickinson University

https://www.youtube.com/watch?v=JaSp20sjc10
1•tukunjil•17m ago•1 comments

Alex Karp is a pathetic toddler

https://www.hamiltonnolan.com/p/grievance-poisoning-in-the-first
2•blackcoffeerain•19m ago•0 comments

Babies Born from Dead Parents Will Increase with New Tech

https://www.404media.co/babies-born-from-dead-parents-will-increase-with-new-tech-are-we-ready/
1•Brajeshwar•19m ago•0 comments

Multi-agent systems: Frameworks and step-by-step tutorial

https://blog.n8n.io/multi-agent-systems/
1•onchainintel•21m ago•0 comments

Dario – local proxy to keep Claude Pro/Max working with any client

https://github.com/askalf/dario
1•askalf•22m ago•1 comments

The Dangers of Reusing Protobuf Definitions: Critical Code Exec in Protobuf.js

https://www.endorlabs.com/learn/the-dangers-of-reusing-protobuf-definitions-critical-code-executi...
1•gnabgib•22m ago•0 comments

The Imperative of Mastering Writing and Coding in the Age of Automation

https://fodysoft.com/blog/learn-coding/
1•osdotsystem•24m ago•1 comments

Software Driven Drive Lights

https://bumblingelectron.blogspot.com/2026/04/creating-drive-lights-on-gpio-linux-only.html
1•mainmeister•25m ago•0 comments

Model Council

https://github.com/bruce249/Model_Council
1•vignesh_146•26m ago•1 comments

SQLite prefixes its temp files with `etilqs_`

https://avi.im/blag/2026/etilqs/
1•birdculture•30m ago•0 comments

Some secret management belongs in your HTTP proxy

https://blog.exe.dev/http-proxy-secrets
2•tosh•33m ago•0 comments

Show HN: Infrawise Azure Cloud Optimization

https://infrawiseai.com
1•pdroid12•34m ago•0 comments

Show HN: Bridge the gap between AI code/app generation and human understanding

https://sourcebridge.ai
1•Craze0•34m ago•0 comments

How do you handle product screenshots at multiple sizes?

https://simplshot.com
2•atlemo•36m ago•1 comments