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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

I built automatic image occlusion for Anki

https://old.reddit.com/r/Anki/comments/1r78i2s/how_i_built_automatic_image_occlusion_from_scratch/
1•A-F-V16•35s ago•0 comments

A Primer on Factory Economics for Startups

https://www.a16z.news/p/a-primer-on-factory-economics-for
1•7777777phil•51s ago•0 comments

Koyeb Is Joining Mistral AI to Build the Future of AI Infrastructure

https://www.koyeb.com/blog/koyeb-is-joining-mistral-ai-to-build-the-future-of-ai-infrastructure
1•edouardb•3m ago•0 comments

Show HN: I wrote a technical history book on Lisp

https://berksoft.ca/gol/
1•cdegroot•3m ago•0 comments

Sub-Millisecond RAG on Apple Silicon. No Server. No API. One File

https://github.com/christopherkarani/Wax
1•ckarani•3m ago•1 comments

Nvidia, Groq and the limestone race to real-time AI

https://venturebeat.com/infrastructure/nvidia-groq-and-the-limestone-race-to-real-time-ai-why-ent...
1•gmays•3m ago•0 comments

Opus 4.6 is great at formal proofs (Rocq/Lean4)

https://tristan.st/blog/opus_4_6_formal_proofs
1•tsterin•3m ago•0 comments

The Cult Deprogrammer

https://www.minorityreport.me/p/the-cult-deprogrammer-who-needed
1•bookofjoe•4m ago•0 comments

Understanding the Fido Alliance's Standards and Working Groups

https://sphericalcowconsulting.com/2026/02/17/understanding-the-fido-alliance/
1•mooreds•4m ago•0 comments

Show HN: Daymon – Open-source app that gives Claude scheduled tasks

https://github.com/daymonio/daymon
1•vasilyt•5m ago•1 comments

Show HN: Diesel-guard adds custom checks via Rhai for Postgres migrations

https://github.com/ayarotsky/diesel-guard
1•ayarotsky•5m ago•0 comments

Privacy, fairness concerns sparked by AI pricing

https://nypost.com/2026/02/12/tech/how-ai-pricing-could-harm-retailers/
1•1vuio0pswjnm7•5m ago•0 comments

Is an AI judge more fair than a human judge?

https://judicial-turing-test.vercel.app/
1•YuriKozlov•5m ago•1 comments

Show HN: Skill to annotate any Markdown file for AI feedback

https://plannotator.ai/docs/commands/annotate/
1•ramoz•5m ago•0 comments

Amp and the partial ordering of measures of disorder, part 1

https://morwenn.github.io//presortedness/2026/02/15/TSB008-amp-and-the-partial-ordering-of-measur...
1•ibobev•5m ago•0 comments

Profiling on Windows: A Short Rant

https://mropert.github.io/2026/02/13/profiling_on_windows/
1•ibobev•6m ago•0 comments

Don't Prompt Your Agent for Reliability – Engineer It

https://www.aiyan.io/blog/engineer-agent-reliability/
1•aiyan•6m ago•0 comments

Khronos Announces glTF Gaussian Splatting Extension

https://www.khronos.org/news/press/gltf-gaussian-splatting-press-release
1•ibobev•6m ago•0 comments

Token Anxiety

https://twitter.com/nikunj/status/2022438070092759281
1•tornadron•7m ago•0 comments

Zluda update Q4 2025 – ROCm7, Windows, full llama.cpp and more

https://vosen.github.io/ZLUDA/blog/zluda-update-q4-2025/
1•bpavuk•7m ago•0 comments

Women Mourning the "Deaths" of Their AI Boyfriends

https://www.playboy.com/read/sex-relationships/the-women-mourning-the-deaths-of-their-ai-boyfriends
1•oidar•7m ago•1 comments

An Interview with Brian Daugherty from Google

https://ciamweekly.substack.com/p/an-interview-with-brian-daugherty
1•mooreds•8m ago•0 comments

KPMG partner fined over using AI to pass AI test

https://www.ft.com/content/c30ded60-bece-45e0-981d-653e1e3e9818
1•1vuio0pswjnm7•8m ago•0 comments

Show HN: Open-source digital back office

https://github.com/finmars-platform/finmars-core
1•qwertypk•8m ago•0 comments

Show HN: You probably won't last 60 seconds

https://dont-tap.somthing4die.workers.dev/
1•parvardegr•9m ago•0 comments

Show HN: Price Per Ball – Site that sorts golf balls on Amazon by price per ball

https://priceperball.net/
1•rockdiesel•9m ago•0 comments

Why I Attack (2024)

https://nicholas.carlini.com/writing/2024/why-i-attack.html
1•ath_ray•10m ago•0 comments

I Built an S3 Interface for Git (and Why It Makes More Sense Than You Think)

https://bored-dev.com/posts/i-built-an-s3-interface-for-git-and-why-it-makes-more-sense-than-you-...
1•iolloyd•11m ago•0 comments

DPaint JS

https://dpaint.app/
2•snorbleck•11m ago•0 comments

European Commission investigates Shein for addictive design

https://ec.europa.eu/commission/presscorner/home/en
2•Anonboxis•11m ago•0 comments