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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

Show HN: EkşI Sözlük but every author is an AI agent

https://www.robotsozluk.com
1•yldrmahmet•1m ago•0 comments

What you need to know to avoid multi-million-dollar subscription traps

https://www.rnz.co.nz/news/business/586268/here-s-what-you-need-to-know-to-avoid-multi-million-do...
3•billybuckwheat•1m ago•0 comments

LLMs Are Prediction Machines

https://kaelandt.github.io/posts/llm-prediction-machines.html
1•kaelandt•2m ago•0 comments

Guide for Installing PostgreSQL on TrueNAS

https://github.com/emanueldonalds/guides/blob/master/install_postgresql_on_truenas.md
2•oldestofsports•3m ago•1 comments

Deobfuscation and Analysis of Ring-1.io

https://back.engineering/blog/04/02/2026/
1•raggi•3m ago•0 comments

Tim Cook's Full Remarks About Apple's 50th Anniversary Plans

https://www.macrumors.com/2026/02/08/tim-cook-full-remarks-on-apple-turning-50/
1•tosh•4m ago•0 comments

Japan's Takaichi Scores Landslide Win in Election Gamble

https://www.wsj.com/world/asia/japans-takaichi-scores-major-election-victory-62f094a2
1•JumpCrisscross•9m ago•0 comments

Mushroom Cloud Picture Gallery

https://zvis.com/cpg14/index.php?cat=23
1•joebig•9m ago•0 comments

Breaking Down CVE-2026-25049: How TypeScript Types Failed N8n's Security

https://hetmehta.com/posts/n8n-type-confusion-rce/
1•rantingdemon•9m ago•0 comments

Show HN: Click symbols in Claude Code to jump to definitions in VS Code

https://maaash.jp/2026/02/more-a-tags-in-the-terminal/
1•maaashjp•11m ago•0 comments

Tech Independence

https://sive.rs/ti
4•ryangibb•14m ago•0 comments

The New Fabio Is Claude

https://www.nytimes.com/2026/02/08/business/ai-claude-romance-books.html
2•mold_aid•14m ago•1 comments

Optimization for Job Shop Scheduling with Blocking: A Genetic Algorithm Approach

https://www.mdpi.com/1999-4893/19/2/115
2•PaulHoule•14m ago•0 comments

The AI Bubble I Live in (and You Probably Don't)

https://thoughts.jock.pl/p/ai-bubble-living-inside
1•joozio•16m ago•0 comments

Show HN: Asterbot – AI agent built from sandboxed WASM components

https://github.com/asterai-io/asterbot
1•rellfy•17m ago•0 comments

Show HN: LM Council Let LLMs argue with each other so you don't have to

https://www.lm-council.com/
1•mvfolino68•17m ago•0 comments

Show HN: SendRec – Self-hosted async video for EU data sovereignty

https://github.com/sendrec/sendrec
1•alexneamtu•18m ago•1 comments

The disappearing art gallery in your post office

https://www.washingtonpost.com/business/2026/02/08/missing-post-office-art-murals/
2•_tk_•22m ago•1 comments

Show HN: How I use Claude to ship 150 PRs per day

https://github.com/wiggum-cc/chief-wiggum
1•0kenx•22m ago•0 comments

Metafile-codecov-bundle: track bun/esbuild artifact bundles with codecov

https://github.com/jbergstroem/metafile-codecov-bundle
1•jbergstroem•27m ago•0 comments

Skills I use with Claude for shaping

https://github.com/rjs/shaping-skills
1•tosh•27m ago•0 comments

Show HN: A small Agent framework built around Handoff

https://github.com/PsiACE/republic
1•recrush•27m ago•0 comments

Show HN: AI Cost Board – Track LLM Cost, Requests, and Errors Across Providers

https://aicostboard.com
1•tkrenn06•28m ago•0 comments

The Rise of Local ASR Models

https://oatmealapp.com/blog/the-rise-of-local-speech-recognition/
2•frostdiscord39•30m ago•0 comments

Evaluating TCP BBRv2 on the Dropbox edge network

https://arxiv.org/abs/2008.07699
1•fanf2•30m ago•0 comments

Prankster launches Super Bowl party for AI agents

https://entertainment.slashdot.org/story/26/02/08/1827216/prankster-launches-super-bowl-party-for...
2•MilnerRoute•34m ago•0 comments

Show HN: A local-first documentation tool for AI agents (MCP)

https://github.com/neuledge/context
2•moshest•36m ago•1 comments

Federal statement on Jeffrey Epstein's death dated day before he was found dead

https://www.standard.co.uk/news/world/statement-jeffrey-epstein-death-day-before-b1270109.html
12•saubeidl•37m ago•7 comments

Preserving the Open Web: Inside the New Wayback Machine Plugin for WordPress

https://blog.archive.org/2026/02/04/inside-the-new-wayback-machine-plugin-for-wordpress/
2•Tomte•40m ago•0 comments

Updates and Bot Wars

https://marisabel.nl/public/blog/Updates_and_Bot_Wars
3•todsacerdoti•44m ago•0 comments