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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•6mo ago

Comments

anuragdt•6mo 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•6mo 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•6mo 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

Term-keys – Lossless keyboard input for Emacs

https://github.com/CyberShadow/term-keys
1•harryday•2m ago•0 comments

EWD 1094 – The undeserved status of the pigeon-hole principle (1991)

https://www.cs.utexas.edu/~EWD/transcriptions/EWD10xx/EWD1094.html
1•vismit2000•3m ago•0 comments

Advent of Code 2025

https://adventofcode.com/2025/about
1•vismit2000•3m ago•0 comments

Revisiting Jill of the Jungle, the last game Tim Sweeney designed

https://arstechnica.com/gaming/2025/11/revisiting-jill-of-the-jungle-the-last-game-tim-sweeney-de...
1•jamesbelchamber•4m ago•1 comments

Data Center Boom Sparks Gold Rush for Construction Workers

https://www.standardarena.co.ke/data-center-boom-sparks-gold-rush-for-construction-workers/
1•david_emmett•5m ago•0 comments

Show HN: Pinakes – Open-source library system with built-in public catalog

https://github.com/fabiodalez-dev/Pinakes
1•fabiodalez•6m ago•0 comments

OpenBSD: Free, Functional, and Secure

https://www.openbsd.org/
4•brynet•7m ago•0 comments

Show HN: Free and open-source platform to invest credit card rewards

https://github.com/henrynsmbl/micro-investing
1•hg30•9m ago•0 comments

I built a free FTC compliance scanner for creators in 10 hours

https://guardia-scan-suite.lovable.app
1•justicedevloper•10m ago•1 comments

Batman in subway makes people more helpful

https://science.slashdot.org/story/25/11/29/2233245/scientists-discover-people-act-more-altruisti...
1•Flundstrom2•12m ago•1 comments

From hiring at Gett to JobHire AI: building job search automation

https://medium.com/@dmitry_titov/the-job-search-process-is-outdated-how-getts-former-cpo-is-build...
1•Dmitry_Titov•13m ago•0 comments

Busting Legacy Code with AI Agents and Test Driven Development

https://yonatankra.com/busting-legacy-code-with-ai-agents/
1•krayonatan•21m ago•0 comments

Show HN: OgBlocks – It lets anyone create beautiful UIs with just copy and paste

https://ogblocks.dev/
1•thekarank•25m ago•0 comments

Crash Team Racing

https://en.wikipedia.org/wiki/Crash_Team_Racing
1•tosh•25m ago•0 comments

Show HN: A free metatag, sitemap and web manifest generator

https://metagen.top
1•wstaeblein•27m ago•0 comments

Schubfach: The smallest floating point double-to-string impleme

https://vitaut.net/posts/2025/smallest-dtoa/
2•fanf2•28m ago•0 comments

Show HN: SolveMyPainPoint – A single place to post and discover real problems

https://www.solvemypainpoint.com/
1•Chrizzby•28m ago•0 comments

The Thinking Game – Full Documentary – Tribeca Film Festival Official Selection

https://youtu.be/d95J8yzvjbQ
1•doppp•31m ago•0 comments

Skeuomorph

https://en.wikipedia.org/wiki/Skeuomorph
2•mkl95•33m ago•0 comments

Show HN: Guide – to help me get moving and keep the momentum going

https://github.com/nextfiveinc/guide
1•4mitkumar•35m ago•1 comments

I Trained an LLM to Dream. It Remembers Everything. [video]

https://www.youtube.com/watch?v=YA3hAGtfMs4
1•kissgyorgy•37m ago•0 comments

Local AI: 152 Open-Source Tools for 100% Offline LLMs (2025–2026)

https://github.com/slsethical/awesome-local-ai
3•iru90210•39m ago•0 comments

Head of Content

https://typefully.com/jobs/head-of-content
1•himanshustwts•40m ago•0 comments

An object in a satellite image defies explanation

https://www.cnn.com/2025/10/28/science/amelia-earhart-mystery-nikumaroro-howland-islands
3•giuliomagnifico•49m ago•0 comments

'The algorithm is hacked': analysis of technology delusions

https://www.cambridge.org/core/journals/the-british-journal-of-psychiatry/article/algorithm-is-ha...
2•geox•54m ago•0 comments

Cool Facilities – The David Taylor Model Basin

https://www.navalgazing.net/David-Taylor-Model-Basin
1•eatonphil•1h ago•0 comments

AI Industry Interview Prep Guide

https://twopug.com/interview-prep/
1•knlb•1h ago•0 comments

How to Feed America

https://www.slowboring.com/p/how-to-actually-feed-america
2•Anon84•1h ago•0 comments

Show HN: Best Black Friday Deals [Mega List]

https://www.blackfridaydeals.directory
1•bfdd•1h ago•0 comments

The Open Dictionary Project(ODict

https://www.odict.org/
2•zipping1549•1h ago•0 comments