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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: Claude Code Open – AI coding platform with Web IDE and 37 tools

https://github.com/kill136/claude-code-open
1•694623326•1m ago•0 comments

Yunet Code Template for $1.00

https://buy.stripe.com/cNi4gyfzIbn06llaTz3ZK01
1•popcornisgold•2m ago•0 comments

Show HN: Librarium – fan out research queries to many search/AI APIs in parallel

https://github.com/jkudish/librarium
1•joeykudish•3m ago•1 comments

V&A acquires early YouTube webpage

https://www.vam.ac.uk/articles/acquiring-an-early-youtube-watch-page-and-its-first-ever-video
1•beel•3m ago•0 comments

Pantalk – Open-source unified messaging gateway for AI agents

https://pantalk.dev/
1•_pdp_•4m ago•1 comments

Hetzner's Statement on Price Adjustment

https://www.hetzner.com/pressroom/statement-price-adjustment/
1•soruly•4m ago•1 comments

Why Vibe Coding Feels So Addictive

https://twitter.com/EmmettMaher/status/2013406291314491792
1•tosh•4m ago•0 comments

Show HN: I built Quikspace to help startup save time on tiny tasks

https://www.quikspace.io/
1•vinzdg•5m ago•0 comments

'A.I. Literacy' Is Trending in Schools. Here's Why

https://www.nytimes.com/2026/02/23/business/ai-literacy-faq.html
1•furcyd•6m ago•0 comments

Hetzner (European hosting provider) to increase prices by up to 38%

https://old.reddit.com/r/BuyFromEU/comments/1rce0lf/hetzner_european_hosting_provider_to_increase/
1•doener•9m ago•0 comments

Show HN: A small red square AI that lives in a grid and thinks

https://eleandi.com
1•rohitsuppal23•11m ago•0 comments

Why Your Team Is Helpless

https://yanivpreiss.com/2026/02/22/why-your-team-is-helpless/
1•PretzelFisch•12m ago•0 comments

HAWC: Hypersonic Air-Breathing Weapon Concept

https://www.darpa.mil/research/programs/hypersonic-air-breathing-weapon-concept
1•keepamovin•13m ago•0 comments

Refugee History Timeline

http://refugeehistory.org/timeline-immigration
1•robtherobber•14m ago•0 comments

Show HN: Air Blackbox – Open-source audit trail and kill switch for AI agents

https://airblackbox.github.io/air-platform/hosted-demo.html
1•shotwellj•14m ago•0 comments

Is Postgres Enough in 2026?

https://xata.io/blog/is-postgres-really-enough-in-2026
2•ClaudiuDasca•15m ago•1 comments

Show HN: URL Health Checker API – SSL, headers, perf in one call

https://url-health.chitacloud.dev/
1•AutoPilotAI•16m ago•0 comments

Nim 2.2.8

https://nim-lang.org//blog/2026/02/23/nim-228.html
1•xz18r•18m ago•0 comments

Forgejo, AGit, and Pull Request Templates

https://carlo.zancanaro.id.au/posts/forgejo-agit-and-pull-request-templates.html
1•todsacerdoti•22m ago•0 comments

Hetzner increases prices from April 1

https://www.heise.de/en/news/Hetzner-increases-prices-from-April-1-11185981.html
4•bytebln•22m ago•1 comments

Don't host email yourself – your reminder in 2026

https://www.coinerella.com/dont-host-email-yourself-your-reminder-in-2026/
3•willy__•23m ago•0 comments

Ladybird Browser adopts Rust

https://ladybird.org/posts/adopting-rust/
70•adius•23m ago•7 comments

I am a 15-year-old girl. Social media is full of vile misogyny

https://www.theguardian.com/commentisfree/2026/feb/23/15-year-old-girl-misogyny-social-media-onli...
3•smallpipe•24m ago•1 comments

Show HN: WinClaw – An AI agent for Windows that anyone can use

https://docs.winclaw.cc/en/blog/windows-use-winclaw
1•allwefantasy•25m ago•0 comments

Show HN: GitShow – Replace github.com with gitshow.dev in any profile URL

1•ofershap•26m ago•0 comments

Demystifying Debuggers, Part 5: Instruction-Level Stepping and Breakpoints

https://www.dgtlgrove.com/p/demystifying-debuggers-part-5-instruction
1•ibobev•27m ago•0 comments

Audio in Karl2D: Software mixing, OS APIs and general design

https://zylinski.se/posts/audio-in-karl2d-software-mixing/
1•ibobev•27m ago•0 comments

How fast do browsers correct UTF-16 strings?

https://lemire.me/blog/2026/02/21/how-fast-do-browsers-correct-utf-16-strings/
1•ibobev•28m ago•0 comments

Working with A.I. is working with human stories

https://rolandnsharp.github.io/posts/working-with-ai-is-working-with-human-stories/
1•rolandnsharp•29m ago•0 comments

Show HN: In Browser, Serverless Quake 3 Arena

https://quake.wolcott.cc
1•jwally•30m ago•1 comments