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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

Terrence Tao: Why I Co-Founded SAIR [video]

https://www.youtube.com/watch?v=Z5GKnb4H_bM
1•abetusk•1m ago•0 comments

Terence Tao: Machine Assistance and the Future of Research Mathematics [video]

https://www.youtube.com/watch?v=SuTxpKggY30
1•abetusk•2m ago•0 comments

Ghidra by NSA

https://github.com/NationalSecurityAgency/ghidra
1•handfuloflight•3m ago•0 comments

Show HN: MicroVibe – minimal JSX web starter

https://github.com/melendezgg/microvibe
1•melendezgg•4m ago•0 comments

OpenAI attempts "First Proof" challenge

https://twitter.com/merettm/status/2022517085193277874
1•energy123•4m ago•0 comments

Gauntlet AI (Legit or Scam?)

https://qualify.gauntletai.com/
1•evo_9•4m ago•0 comments

Are the Mysteries of Quantum Mechanics Beginning to Dissolve?

https://www.quantamagazine.org/are-the-mysteries-of-quantum-mechanics-beginning-to-dissolve-20260...
1•aard•5m ago•0 comments

Show HN: A text-only reasoning core for LLMs (MIT, system prompt and self-test)

https://github.com/onestardao/WFGY
1•wfgy-github•7m ago•0 comments

Weird System Prompt Artefacts

https://blog.nilenso.com/blog/2026/02/12/weird-system-prompt-artefacts/
1•ath_ray•8m ago•0 comments

Show HN: Musecl-memory – Zero-dependency memory sync for AI agents bash and Git

https://github.com/musecl/musecl-memory
1•musecl•9m ago•0 comments

Show HN: Verify-before-release x402 gateway for AI agent transactions

1•settlddotwork•10m ago•0 comments

Ask HN: My OpenClaw doesn't respond. Anybody met with the same problem?

1•Fendy1•18m ago•1 comments

I made an interactive fiction x personality quiz dating SIM for valentine's day

https://my.trove.is/
1•herenhuang•23m ago•0 comments

Amazon's Ring ends deal with surveillance firm after backlash

https://www.bbc.com/news/articles/cwy8dxz1g7zo
3•1vuio0pswjnm7•29m ago•0 comments

Elephant trunk whiskers exhibit material intelligence

https://www.mpg.de/26113474/elephant-trunk-whiskers-exhibit-material-intelligence
2•gmays•32m ago•0 comments

Buddhist monks vs. Trump's fake "Board of Peace"

https://www.salon.com/2026/02/13/buddhist-monks-vs-trumps-fake-board-of-peace/
2•hkhn•33m ago•0 comments

Why ads are coming to your AI chatbot

https://www.ft.com/content/c9acd1f7-4864-4bd7-9ada-d2e13f05b906
2•1vuio0pswjnm7•35m ago•0 comments

On the philosophical relevance of Gödel's incompleteness theorems [pdf]

https://philpapers.org/archive/RAAOTP.pdf
1•Paracompact•36m ago•0 comments

Ask HN: Exceptionally well-written research papers in CS/ML/AI?

1•b3rkus•37m ago•0 comments

Oh, good: Discord's age verification rollout has ties to Palantir co-founder

https://www.pcgamer.com/software/platforms/oh-good-discords-age-verification-rollout-has-ties-to-...
3•absqueued•38m ago•0 comments

Zvec is a lightweight, fast, in-process vector database

https://github.com/alibaba/zvec
1•tanelpoder•39m ago•0 comments

OpenAI accuses DeepSeek of "free-riding" on American R&D

https://restofworld.org/2026/openai-deepseek-distillation-dispute-us-china/
3•billybuckwheat•43m ago•2 comments

Painting Is a Program, Poetry Is a Prompt: Rethinking AI's Role

1•mikasisiki•45m ago•0 comments

US FTC ramps up scrutiny of Microsoft over AI, cloud practices

https://www.reuters.com/legal/litigation/us-ftc-ramps-up-scrutiny-microsoft-over-ai-cloud-practic...
3•1vuio0pswjnm7•45m ago•1 comments

RevenueBack: Simple payment recovery for Stripe

https://revenueback.pages.dev
1•ezra_cos•48m ago•0 comments

Ask HN: Why Open-Source for Products/Startups?

2•dv35z•56m ago•2 comments

Oxide plans new rack attack

https://www.theregister.com/2026/02/13/whats_next_for_oxide_computer/
2•bcantrill•56m ago•0 comments

Tool to Surgically Remove Jail-Breaks from Open Weights LLM Models

https://twitter.com/elder_plinius/status/2022307944243618143
1•Osiris30•56m ago•0 comments

Worldspace

https://worldspace.is/
1•isaacbowen•57m ago•0 comments

Against the State: A Primer on Terrorism, Insurgency, and Protest

https://acoup.blog/2026/02/13/collections-against-the-state-a-primer-on-terrorism-insurgency-and-...
3•claytonwramsey•1h ago•0 comments