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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

What Matters in Production RAG

https://arpitbhayani.me/blogs/rag-production/
1•ksasi•23s ago•0 comments

MagnoAPI – Memory Context API

https://magno-memory-api-production.up.railway.app/
1•MagnoApi•1m ago•0 comments

I built a searchable clipboard history with pins, labels, macros, and sync

https://boardclip.app/
1•tobq•1m ago•0 comments

Don Zagier's approximation of Markov's diophantine equation

https://www.johndcook.com/blog/2026/05/19/zagiers-equation/
1•ibobev•2m ago•0 comments

Bending, Yanking, and Cartesian Squares in Double Categories

https://bartoszmilewski.com/2026/05/18/bending-yanking-and-cartesian-squares-in-double-categories/
1•ibobev•2m ago•0 comments

Narasi AI – Turns a raw idea into a Short video in 5 minutes

https://narasi.ai/
1•syakirurahman•2m ago•0 comments

Lambda Diagrams

https://buttondown.com/jaffray/archive/lambda-diagrams/
1•ibobev•2m ago•0 comments

Show HN: CANviz – open-source CAN analyzer, J1939/CANopen, pip install

https://github.com/Chanchaldhiman/CANviz
1•chanchaldhiman•3m ago•0 comments

AI coding made us faster. Why did incidents increase?

https://leaddev.com/ai/ai-coding-made-us-faster-why-did-incidents-increase
1•theanonymousone•3m ago•0 comments

Don't Outsource the Learning

https://twitter.com/i/status/2056078124346228860
1•redbell•3m ago•0 comments

Microsoft launches Surface Pro 12 and Surface Laptop 8 with Intel chips

https://www.theverge.com/news/933269/microsoft-surface-pro-12-surface-laptop-8-specs-pricing-rele...
2•el_duderino•4m ago•0 comments

What Do Gödel's Incompleteness Theorems Mean?

https://www.quantamagazine.org/what-do-godels-incompleteness-theorems-truly-mean-20260518/
1•Brajeshwar•5m ago•0 comments

IDF struggles to curb endless feed of soldiers posting misdeeds on social media

https://www.timesofisrael.com/idf-struggles-to-throttle-endless-feed-of-soldiers-posting-misdeeds...
10•hebelehubele•7m ago•4 comments

Comic Books seen in RoboCop (1987)

https://www.tumblr.com/bronzeaged/145292085969/comic-books-seen-in-robocop-1987-column-a
1•speckx•8m ago•0 comments

Raven Software Released Jedi Academy Source Code in 2013 Amid Dev Crunch Rage

https://github.com/grayj/Jedi-Academy
1•birdculture•11m ago•0 comments

Who Killed Nokia? Nokia Did

https://knowledge.insead.edu/strategy/who-killed-nokia-nokia-did
2•redbell•12m ago•1 comments

More Than Skills, Frameworks

https://github.com/mattpocock/skills
1•vdelpuerto•12m ago•0 comments

I tried every AI memory tool. Here's why I built another one

https://runmemento.com/blogs/i-tried-every-ai-memory-tool/
2•psraghuveer•13m ago•0 comments

Show HN: Self-hosted static archive of 20 years of Hacker News

https://github.com/DOSAYGO-STUDIO/HackerBook
1•keepamovin•14m ago•1 comments

Show HN: A sparse, compressed bitmap index in C. Better than Roaring Bitmaps?

https://codeberg.org/gregburd/sparsemap
1•gregburd•14m ago•0 comments

Website blocking which works long term

https://hanki.dev/website-blocking-which-works-long-term/
2•speckx•15m ago•0 comments

This Month in Redox – April 2026

https://www.redox-os.org/news/this-month-260430/
1•akyuu•15m ago•0 comments

Eight window-function tricks beyond LAG and ROW_NUMBER

https://analytics.fixelsmith.com/posts/eight-window-function-tricks/
1•analyticsfs•18m ago•0 comments

Show HN: How to analyze your LLM output – A behavioural health monitor for LLMs

https://splabs.io
4•k-thimmaraju•19m ago•1 comments

Microsoft is sunsetting SMS Organizer for Android

https://www.techmesto.com/microsoft-is-sunsetting-sms-organizer-for-android/
2•thunderbong•19m ago•0 comments

The Death of the Brick and Mortar Toy Store

https://brainbaking.com/post/2026/05/the-death-of-the-brick-and-mortar-toy-store/
1•speckx•19m ago•0 comments

Show HN: A self-balancing skip-list (a.k.a. "splay-list") library in C

https://codeberg.org/gregburd/skiplist
1•gregburd•19m ago•0 comments

What we learned building sandbox for document agents

https://blog.yfzhou.fyi/posts/doc-sandbox/
1•crazylogger•19m ago•0 comments

Barely Treading Water

https://randsinrepose.com/archives/barely-treading-water/
2•GavinAnderegg•20m ago•0 comments

GTGraffiti: The Robot That Paints Like a Human

https://research.gatech.edu/introducing-gtgraffiti-robot-paints-human
1•bryanrasmussen•20m ago•0 comments