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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

Show HN: We scored 495 real SoC 2 audit reports – nearly all got a D or F

https://soc2quality.trenta.ai
1•rituraj_tiwari•2m ago•0 comments

Trinity-Large-Thinking: Scaling an Open Source Frontier Agent

https://www.arcee.ai/blog/trinity-large-thinking
1•somethingsome•3m ago•0 comments

Soul.md – A Meditation on AI Identity

https://soul.md/
1•znpy•4m ago•0 comments

GoScrapy: New Fast Web Scraping with Go (Built for Concurrency)

https://github.com/tech-engine/goscrapy
1•stonework•6m ago•0 comments

Mexico's President Sheinbaum Decrees Universal Healthcare for 120M

https://thedeepdive.ca/mexicos-president-sheinbaum-decrees-universal-healthcare-for-120-million/
2•testing22321•6m ago•0 comments

Show HN: AnimTOON – AI that animates SVGs with 3-4x fewer tokens than OmniLottie

https://github.com/srk0102/AnimTOON
1•srk0102•6m ago•0 comments

Open Source Alternative to Claude Managed Agents

https://agents.opencomputer.dev
2•iacguy•8m ago•1 comments

Bespoke OLAP: Using AI to Synthesize Workload-Specific DBMS Engines from Scratch

https://ucbskyadrs.github.io/blog/bespoke-olap/
1•matt_d•9m ago•0 comments

You know what I haven't ever seen? a good blogpost from an AI

1•wrqvrwvq•10m ago•0 comments

PC Repair OKC

https://okcitpros.com/
1•Veritaco•11m ago•1 comments

Automatic U.S. military draft registration planned by December, filing shows

https://www.cnbc.com/2026/04/09/military-draft-registration-automatic-iran-war.html
3•MilnerRoute•14m ago•1 comments

What makes search hard in production

https://www.searchplex.net/blog/what-makes-search-hard
1•eskimo87•16m ago•0 comments

Understanding Agents: Code Coverage for Coding Agents

https://blog.asymmetric.re/understanding-agents-code-coverage-for-coding-agents/
2•matt_d•16m ago•0 comments

Train Your Judgement

https://emilkowal.ski/ui/train-your-judgement
2•cristinacordova•18m ago•0 comments

Workflows in Your ADE

https://reliantlabs.io/
3•steeling1•22m ago•1 comments

SMS delivery is not deterministic: routing defines behavior

https://blog.bridgexapi.io/you-dont-control-sms-delivery-you-control-routing
1•Bridgexapi•25m ago•4 comments

Tell HN: I will pay money for a YouTube front end that stops the "Rec Roulette"

1•frmersdog•28m ago•0 comments

Show HN: I made a skill to tell AI on how to use human as Dobby

https://github.com/LittleLittleCloud/Dobby
2•BigBigMiao•32m ago•0 comments

How bonds ended the Civil War - and led to the rise of J.P. Morgan

https://www.barrons.com/articles/investment-banking-jpmorgan-cooke-economy-04f59e12
3•hhs•34m ago•0 comments

1.9B year old bedrock will soon house first permanent nuclear waste site

https://apnews.com/article/finland-nuclear-waste-disposal-storage-d1a110758e2bd087a9cee43f56f1a05b
2•voxadam•34m ago•0 comments

Ask HN: What would you do with an AI model capable of continuous learning?

4•jballanc•36m ago•1 comments

Layovers Fyi

https://www.layovers.fyi/
4•gsdv•38m ago•1 comments

Any Open Source projects in need of documentation writer?

5•tree666•39m ago•3 comments

Ghost Jobs Tracker

https://ghostjobs.vercel.app/
3•ddmichael•39m ago•1 comments

Prototyping turned into an excuse for not thinking

https://unsung.aresluna.org/prototyping-turned-into-an-excuse-for-not-thinking/
2•latexr•44m ago•0 comments

Ask HN: What should I re-skill in?

3•TbobbyZ•45m ago•2 comments

The internet is deciding what to forget

https://www.ft.com/content/e1c3fd8e-b7c7-4582-a63b-f7b1a2f2bc93
3•hhs•48m ago•0 comments

Cyphernetes – Cypher for Kubernetes

https://cyphernet.es/docs/language
2•fatliverfreddy•51m ago•0 comments

Show HN: 65K synthetic personas project 136 English council elections

https://github.com/Kronaxis/kpm1-election-projections
3•JasonDuke•52m ago•0 comments

Emergency jabs after 100 children die of suspected measles in Bangladesh

https://www.bbc.com/news/articles/cevkz2z7dm8o
1•gmays•54m ago•0 comments