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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

Free tool to analyze employee survey data in 60 seconds (no signup)

https://getdistill.tech/landing
1•khnfrhn•1m ago•1 comments

A pretty looking web for a quantum mechanics tool

https://github.com/Jamessfks/mace
1•Jamessfks123•3m ago•0 comments

The Atlantic AI Watchdog

https://www.theatlantic.com/category/ai-watchdog/
1•fortran77•5m ago•0 comments

Poll: How do you think LLMs will affect the job market for software developers?

1•bwestergard•6m ago•0 comments

Show HN: Engram – Memory for AI coding agents (2.5K installs, 80% on LOCOMO)

https://www.engram.fyi
1•tstockham•8m ago•0 comments

Show HN: Openpista – AI Agent for OS Control via Telegram/CLI in Rust

https://github.com/openpista/openpista
1•pista_chio•10m ago•0 comments

Show HN: I put Claude Code inside a Telegram bot for voice memos

https://github.com/baryhuang/ai-meeting-notes-agent
1•buryhuang•12m ago•0 comments

We Built a Video Rendering Engine by Lying to the Browser About What Time It Is

https://blog.replit.com/browsers-dont-want-to-be-cameras
2•darshkpatel•13m ago•0 comments

Show HN: Userscript to Display Age/Karma of HN Users

https://gist.github.com/m4chinations/f6d58711a94077d96cf4157665b0bab3
2•linksbro•17m ago•0 comments

Show HN: A POST only back end framework

https://nile-js.github.io/nile/
1•HusseinKizz•18m ago•0 comments

Anthropic and Palantir Bring Claude to U.S. Intelligence and Defense (2024)

https://investors.palantir.com/news-details/2024/Anthropic-and-Palantir-Partner-to-Bring-Claude-A...
1•notRobot•19m ago•0 comments

Latest progress helping Qwen3-4B Learn

https://github.com/kibbyd/adaptive-state
1•kibbyd1985•35m ago•0 comments

Casting SALT like Metal – What Happens? [video]

https://www.youtube.com/watch?v=HaY-gvgS6JY
1•rmast•36m ago•0 comments

Using Git While Trans

https://code.curly.kiwi/2026/02/27/using-git-while-trans/
4•grandsham•37m ago•0 comments

Elliptic Curve Cryptography

https://growingswe.com/blog/elliptic-curve-cryptography
1•subset•40m ago•0 comments

How many AA batteries does it take to power a PC setup? [video]

https://www.youtube.com/watch?v=U5lskFXDbWs
1•rmast•43m ago•0 comments

I built an AI tool to replace hiring agencies

https://hire-flow-io.netlify.app
1•enima•44m ago•1 comments

Berkshire Hathaway – 2025 annual letter [pdf]

https://www.berkshirehathaway.com/letters/2025ltr.pdf
2•kamaraju•46m ago•0 comments

Why Your Laptop May No Longer Be Where Work Happens

https://clouddataandai.substack.com/p/why-your-laptop-may-no-longer-be
1•mitul_suthar•47m ago•0 comments

Show HN: Word-doodle – browser-based generative doodle text art engine

https://github.com/j-ncel/word-doodle
1•koalux•49m ago•1 comments

Show HN: SpecLock – AI Constraint Engine that stops AI from breaking locked code

https://github.com/sgroy10/speclock
1•sgroy10•57m ago•0 comments

Show HN: A GFM+GF-MathJax/Latex HTML formatting adventure

https://github.com/scottvr/phart/blob/main/docs/GHM-LATEX.md
1•ycombiredd•58m ago•0 comments

Diffusion Models (2024)

https://andrewkchan.dev/posts/diffusion.html
1•vinhnx•1h ago•0 comments

Show HN: I built a free AI study tool– paste notes, get flashcards in 10 seconds

https://prepareyourself.app
1•digi_wares•1h ago•0 comments

Josh Collison and Dwarkesh Patel Interview Elon Musk [video]

https://www.youtube.com/watch?v=BYXbuik3dgA
3•surprisetalk•1h ago•0 comments

Human brain cells on a chip learned to play Doom in a week

https://www.newscientist.com/article/2517389-human-brain-cells-on-a-chip-learned-to-play-doom-in-...
5•alex_young•1h ago•0 comments

Malm Whale in Gothenburg

https://www.atlasobscura.com/places/malm-whale
2•thunderbong•1h ago•0 comments

Plugtest

https://en.wikipedia.org/wiki/Plugtest
2•dhorthy•1h ago•0 comments

Show HN: EmCogni Code, the context engine for the "why" behind your codebase

https://www.emcogni.com/
1•ssbodapati•1h ago•0 comments

Simple Made Inevitable: The Economics of Language Choice in the LLM Era

https://felixbarbalet.com/simple-made-inevitable-the-economics-of-language-choice-in-the-llm-era/
1•puredanger•1h ago•0 comments