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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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

MoodTrackMe – Open, structured mood and sleep tracking for mental health

https://moodtrack.me/
1•dakn•4m ago•1 comments

DNA Learning Center: Mechanism of Replication 3D Animation

https://dnalc.cshl.edu/resources/3d/04-mechanism-of-replication-advanced.html
1•timschmidt•5m ago•1 comments

Trump Thinks a $100k Visa Fee Would Make Companies Hire More Americans

https://www.yahoo.com/news/articles/trump-thinks-100-000-visa-110011394.html
2•methuselah_in•8m ago•1 comments

AI and the Total Destruction of Trust

https://www.jphilll.com/p/ai-and-the-total-destruction-of-trust
2•keyshapegeo99•11m ago•1 comments

I made a FREE WeTransfer clone with Darth Vader vibes

https://DropVader.com?s=HackerNews
1•hitsnoozer•13m ago•0 comments

Show HN: PromptSDK – A CLI to turn a folder of prompts into a type-safe SDK

https://github.com/ProfessionalGriefer/PromptSDK
1•vin92997•14m ago•0 comments

Ask HN: Underrated music, books, movies? (2025)

1•galfarragem•15m ago•0 comments

AI agents are human too

https://resolve.works/articles/ai-agents-are-human-too/
3•monneyboi•20m ago•0 comments

Show HN: I was frustrated of 85% of my technical interviews, I built SharpSkill

https://sharpskill.fr/en
1•Enjoyooor•22m ago•1 comments

Surface Tension of Software: why systems hold together

https://iamstelios.com/blog/surface-tension-of-software/
1•i8s•25m ago•0 comments

(Probably) the Hardest Function Graph to Compute: The Zeta Function Graph

https://vanilla-zeta-graph.netlify.app/?real=+0.5&imaginary_start=+0.0&direction=plus
1•cpuXguy•26m ago•1 comments

Goodbye, Microsoft: Schleswig-Holstein Relies on Open Source and Saves Millions

https://www.heise.de/en/news/Goodbye-Microsoft-Schleswig-Holstein-relies-on-Open-Source-and-saves...
7•doener•28m ago•1 comments

How to Fix Critical Bugs Fast Without Hiring a Developer?

https://www.indiehackers.com/post/how-to-fix-critical-bugs-fast-without-hiring-a-developer-XiYlDn...
1•plakhlani2•31m ago•0 comments

Study Friend – One AI conversation for flashcards, quizzes, graphs and more

1•ganeshspeaks•32m ago•0 comments

At least 50 hallucinated citations found in ICLR 2026 submissions

https://gptzero.me/news/iclr-2026/
3•puttycat•33m ago•1 comments

Ask HN: Failed launching my SaaS as a Student. Should I open source "bad" code?

1•mohammede•33m ago•0 comments

If AI Is Our Future, What Can We Learn from the Past?

https://www.forbes.com/sites/sap/2020/12/16/if-ai-is-our-future-what-can-we-learn-from-the-past/
1•tesserato•36m ago•0 comments

Do you feel bad to just review AI code? Same

https://ironicreality.bearblog.dev/do-you-feel-bad-to-just-review-ai-code-same/
2•gabrycina•41m ago•1 comments

Microplastics Filter Inspired by Fish

https://www.uni-bonn.de/en/news/219-2025
2•geox•45m ago•0 comments

ODF 1.4

https://docs.oasis-open.org/office/OpenDocument/v1.4/os/part1-introduction/OpenDocument-v1.4-os-p...
3•pentagrama•48m ago•0 comments

I wasted years of my life in crypto

https://twitter.com/kenchangh/status/1994854381267947640
48•Anon84•51m ago•46 comments

Multiplying our way out of division

https://xania.org/202512/07-division-again
2•HeliumHydride•51m ago•0 comments

Show HN: I Built A Lightweight Earning and Spending Tracker

https://www.finbley.com
1•mo_hackernews•52m ago•0 comments

Understanding Stablecoins

https://www.imf.org/en/publications/departmental-papers/issues/2025/12/02/understanding-stablecoi...
2•Anon84•52m ago•1 comments

Show HN: Minimal container-like sandbox built from scratch in C

https://github.com/Sahilb315/runbox
1•Sahil121•55m ago•0 comments

The Reverse-Centaur's Guide to Criticizing AI

https://pluralistic.net/2025/12/05/pop-that-bubble/
8•doener•1h ago•0 comments

JSX-DSL

https://github.com/JuliusWallblom/jsx-dsl
1•juliuswallblom•1h ago•0 comments

Twitter axes European Commission's ad account after €120M EU fine

https://www.politico.eu/article/x-axes-european-commissions-ad-account-after-e120m-eu-fine/
11•phoronixrly•1h ago•4 comments

Bank of England sees greater financial risks from AI and lending

https://www.reuters.com/sustainability/boards-policy-regulation/bank-england-sees-risks-ai-privat...
2•01-_-•1h ago•0 comments

Apple is undergoing the biggest change in its leadership

https://fortune.com/2025/12/05/apple-executive-leadership-exodus-biggest-shakeup-since-steve-jobs...
2•01-_-•1h ago•0 comments